other 22
🔵 Stableother
Set a boundary with someone — a friend, family member, coworker, or partner — clearly and kindly, with the actual words and a plan for the pushback. Use when asked how do I set a boundary with, I need to say no to, someone keeps overstepping, or help me set limits with. Produces a read on the boundary you actually need, a warm-but-firm script to state it (without over-explaining or apologizing it away), how to hold it when they push back or guilt-trip, and what to do if they don't respect it — because a boundary you can't state and hold isn't a boundary.
🔵 Stableother
Calm a heated conflict — in person or in writing — before it does damage, by lowering the temperature instead of winning the point. Use when asked help me de-escalate this, this argument is getting heated, calm this situation down, or how do I respond without making it worse. Produces a read on what's actually driving the heat (often an unmet need under the surface argument), the de-escalation moves (acknowledge, slow down, find the shared ground), what to say and what to avoid, and how to steer toward resolution once the temperature drops — because you can't solve anything while everyone's activated.
🔵 Stableother
Plan what happens to your digital life when you die — accounts, photos, passwords, money, and social profiles — so someone you trust can actually find, access, memorialize, or close them without a legal nightmare. Use when someone says 'what happens to my accounts when I die', 'digital legacy', 'help my family access my stuff if something happens', or is doing estate planning and forgot the online half. Produces a digital asset inventory, an access plan using built-in legacy tools, and instructions for your person. Not legal advice — pairs with a real will.
🔵 Stableother
Interview your future self about a decision or a stuck moment — a structured perspective-shift that pulls you out of present emotion and into the long view, using your own values and patterns rather than generic advice or woo. Use when someone says 'I don't know what to do', 'help me think long-term about this', 'what would future me say', or is stuck in the fog of a big decision. Produces an interview with your 5-or-10-years-older self, the themes it surfaces, and one concrete next step it points to. A structured reflection, not prediction or fortune-telling.
🔵 Stableother
Give someone difficult feedback — a report, a peer, a friend — so it actually lands and helps, without crushing them or dodging the point. Use when asked how do I give hard feedback, tell someone something difficult, address a problem with someone, or have a tough conversation about their [work/behavior]. Produces a read on what you actually need to say (the specific behavior and its impact, not a vague vibe), a structure that's direct and kind at once, the exact opening and words, how to invite their side and land on a path forward, and the traps (sandwiching it away, going vague, making it about character).
🔵 Stableother
Get through the brutal logistics after a death — who to notify, what accounts and services to close, in what order, and what genuinely can't wait vs what can wait months — with explicit permission to do it slowly and in pieces. Use when someone says 'my [person] died and I don't know where to start', 'what do I need to do after a death', 'help me handle the admin', or is drowning in the paperwork of loss. Produces a triaged task list (urgent / soon / whenever), notification scripts, and a gentle sequence. Not legal or tax advice — the humane logistics, with pointers to the professional bits.
🔵 Stableother
Save the group trip from the group chat — budget alignment before anything gets booked (the awkward conversation, scripted), a decision protocol that actually books things, cost-splitting rules with real numbers for unequal rooms and champagne-taste friends, and the it's-okay-to-split-up daytime clause. Use when someone says 'we're planning a trip with friends and it's chaos', 'how do we split costs', 'one friend wants luxury and one is broke', or the trip has been 'being planned' for three months. Produces the budget-alignment script, the decision protocol, and the money agreement.
🔵 Stableother
Write a letter to the people you love, to be read later — the things you'd want them to know, the stories only you hold, the permission and the love that outlive you. Use when someone says 'help me write a letter to my kids/partner', 'legacy letter', 'ethical will', 'something for them to have when I'm gone', or is facing illness, aging, deployment, or simply wants to. Produces a warm, true letter in the writer's own voice — one to each person, or one to all — plus a light plan for when and how it's found. An emotional-legacy tool, not legal (it is not a will).
🔵 Stableother
Write the failure story of your year, relationship, move, or big life bet in advance — imagine it's a year later and it went wrong, tell that story vividly, then mine it for the real risks and the cheap things that would have prevented them. Use when someone says 'I'm about to make a big life change', 'what could go wrong with this', 'de-risk my year', or is committing to something large and irreversible. Produces the failure narrative, the extracted risk list with preventatives, and the early-warning signs to watch. The life-scale sibling of a project premortem.
🔵 Stableother
Build a real plan to make friends as an adult — where to meet people you'd actually click with, how to turn acquaintances into friends, and past the awkwardness. Use when asked how do I make friends as an adult, I'm lonely and want more friends, help me build a social life, or I have no friends here. Produces a read on where to meet the right people for you (shared interests + repeated exposure), the specific move that converts acquaintances to friends (initiate + consistency + vulnerability), a low-pressure action plan, and reassurance that the awkwardness is normal — because adult friendship doesn't happen by accident, it's built.
🔵 Stableother
Read a garage quote or invoice like someone who can't be padded — which line items connect to your actual symptom, which are while-we're-in-there additions, the questions that make soft lines disappear, when a second opinion pays for itself, and the scripts for declining work without souring the relationship. Use when someone says 'is this mechanic quote fair', 'the garage called and now it's £900', 'do I really need all this', or before authorizing repairs. Produces a line-by-line decode, the callback questions, and the authorize/decline/second-opinion sort. Not a diagnosis — it's the interrogation of one.
🔵 Stableother
Network in a way that actually works for introverts — depth over breadth, one-on-one over rooms, and energy managed — instead of forcing yourself to work a crowd. Use when asked how do I network as an introvert, networking drains me, help me network without the small talk, or introvert-friendly networking. Produces an approach that plays to introvert strengths (deep 1:1 conversations, listening, follow-up, written outreach), a plan for the events you can't avoid (arrive early, one real conversation, leave), energy-management tactics, and how to build a genuine network without pretending to be an extrovert.
🟢 Production-Readyother
Generate retro pixel-text animated GIFs for Slack, Teams, or a PR comment — scrolling marquees, heartbeat pulses, confetti parties, twinkling sparkles — from a bundled pure-stdlib Python script (no PIL, no dependencies, byte-exact deterministic). Use when someone wants a celebration GIF, a 'ship it' GIF, a custom Slack GIF, a launch-day animation, or to make a team win feel like one. Produces a ready-to-drag .gif file.
🔵 Stableother
Talk to a family member or friend who's gone down a conspiracy, misinformation, or extremism rabbit hole — without blowing up the relationship or entrenching them further — using connection-first techniques that actually work instead of the facts-and-arguments that don't. Use when someone says 'my dad believes X now', 'my friend's gone down a conspiracy hole', 'how do I talk to them without a fight', or is losing someone to a belief spiral. Produces a conversation approach, what-not-to-do list, and a realistic goal. Connection over winning — and it names when to step back for your own wellbeing.
🔵 Stableother
Figure out the real social dynamics of a situation — the unspoken mood, who holds influence, what's actually going on beneath the surface — so you respond to what's real, not just what's said. Use when asked help me read this situation, what's really going on here, how should I play this socially, or I can't tell the vibe. Produces an interpretation of the likely dynamics from your description (the mood, the power/influence, the unspoken tensions, what people actually want), how to check your read, and how to adjust your approach — with a caution against over-reading and a nudge to verify rather than assume.
🔵 Stableother
Reach back out to a friend or person you've lost touch with — past the awkwardness of the gap — with a message that reopens the door warmly. Use when asked how do I reconnect with an old friend, it's been too long and it's awkward, reach out to someone I drifted from, or message someone I lost touch with. Produces a read on why the awkwardness is smaller than it feels, a warm reach-out message that acknowledges the gap without over-apologizing, a specific hook (a memory, a reason, a simple 'you crossed my mind'), and how to move from message to actually reconnecting — because most drifted friendships just needed one person to text first.
🔵 Stableother
Repair a relationship after an argument — reconnect, own your part, and rebuild trust — instead of the cold silence that lets damage set. Use when asked how do I make up after a fight, repair things after an argument, reconnect after we fought, or fix things with someone I hurt. Produces a read on what actually needs repairing (the incident vs the deeper hurt), a genuine repair approach (own your part specifically, acknowledge their hurt, no fake apology), the words to reopen, and how to rebuild rather than just move on — because unrepaired fights compound, and the repair matters more than never fighting.
🔵 Stableother
Survive (and even enjoy) small talk — how to start it, keep it going past the weather, and exit gracefully — for people who find it painful. Use when asked I'm bad at small talk, help me with small talk, what do I say at [event], or how do I make conversation. Produces conversation openers that fit the setting, the technique for keeping it flowing (curiosity, follow-up questions, the little disclosures that deepen it), how to get past surface topics toward something real, graceful exit lines, and the reframe that small talk is a bridge, not the destination — tuned to the specific situation you're dreading.
🔵 Stableother
Show up well for someone going through something hard — loss, illness, a breakup, a crisis — with the right words, the right presence, and concrete help, instead of freezing or saying the wrong thing. Use when asked how do I support a friend going through, what do I say to someone who's struggling, my friend is in crisis, or how can I help someone grieving. Produces what to actually say (and the clichés to avoid), how to be present rather than fix, specific concrete help to offer, how to keep showing up over time, and how to look after yourself — with a clear flag to steer them to professional/crisis help when it's beyond a friend.
🔵 Stableother
Figure out whether 'the ick' about someone you're dating is a real incompatibility, a genuine red flag, or an anxious/avoidant self-sabotage pattern worth pushing through — by interrogating the specific ick honestly. Use when someone says 'I caught the ick and I don't know why', 'is this a red flag or am I just scared', 'I always find a reason to end things', or is talking themselves out of someone good. Produces a decode of the specific ick, a red-flag vs pattern verdict, and a next move. Honest self-reflection, not a permission slip in either direction.
🔵 Stableother
Design a usage-based pricing scheme that scales revenue with value without scaring customers away — the metric that tracks value, tiers with included volume, and the guardrails that prevent bill shock. Use when asked to design usage-based or metered pricing, move from seats to consumption, price an API or AI product per unit, or handle customers afraid of variable bills. Produces the value-metric selection, the tier structure with included volumes and overage rates, the bill-shock guardrails, revenue modelling at usage percentiles, and the migration plan from the current model.
🔵 Stableother
Decode a used-car listing before you drive an hour to see it — what the seller's phrasing is hiding, the history-check items that matter, a test-drive and inspection checklist ordered by cost-of-miss, the questions that make evasive sellers visible, and the walk-away signs ranked 🔴🟡🟢. Use when someone says 'is this car listing legit', 'what should I check on a used car', 'decode this ad', or is about to buy their first car. Produces a listing decode, the viewing checklist, and the negotiation frame. Not a mechanic — and it says which checks need one.
pm-calculators 29
🔵 Stablepm-calculators
Compare the total cost of car ownership across buy-new, buy-used, lease, and keep-your-current-car — depreciation, insurance, maintenance ramp, and fuel over a real horizon, not just the monthly payment. Use when asked should I lease or buy a car, is it cheaper to keep my old car, what does this car really cost per month, or new vs used total cost. Produces the ranked scenario totals, per-month true cost, the assumption ledger, and the not-modeled list.
🟢 Production-Readypm-calculators
Fit a retention curve to observed cohort data and project LTV — computed, not estimated. Use when someone has real cohort retention numbers (month 0, 1, 2…) and asks what lifetime value, lifetime periods, or long-run retention they imply, or whether retention is flattening or leaking. Produces a fitted power curve (parameters, R², retention floor), a 24-36 period projection, and a real .xlsx with live formulas where editing ARPU recalculates LTV — via the bundled zero-dependency script.
🔵 Stablepm-calculators
Compute what a degree will actually cost — sticker minus real aid, inflated per year, split into cash and loans, with the loan's decade-long monthly tail made visible before enrollment instead of after. Use when asked what will college really cost, compare these two offers' real prices, how much loan payment after graduation, or is this school affordable. Produces the all-in number from the script, the offer-letter decode (grants vs loans untangled), the monthly-tail reality check, and the two-school comparison.
🔵 Stablepm-calculators
Run the real math on a parent leaving work versus paying for childcare — the second income net of daycare, marginal taxes, and work costs, AND the career-trajectory cost of years out, over horizons instead of one brutal year. Use when asked does it make sense for me to keep working, daycare costs my whole salary, stay-home vs daycare math, or what does leaving work for 5 years really cost. Produces both sides of the ledger from the script, the horizon comparison, and the decision sheet that lets the non-financials vote.
🔵 Stablepm-calculators
Build a debt payoff plan — avalanche vs snowball simulated month by month on your actual debts, the real payoff dates, and the psychology-vs-arithmetic tradeoff priced in dollars. Use when asked how do I pay off my debts, avalanche or snowball, make me a debt payoff plan, tackle my credit cards or loans, or when will I be debt-free. Produces the month-by-month comparison from the script, the payoff order with dates, the interest cost of choosing morale over math, and the plan-survival rules. Educational, not regulated financial advice.
🔵 Stablepm-calculators
Turn a fork-in-the-road decision into a computed expected-value tree — settle or sue, launch or wait, fix or replace — rolled back by the bundled script, with the break-even probability where the answer flips. Use when asked should we settle or go to trial, build a decision tree, what probability makes this worth it, or compare options under uncertainty. Produces the structured tree, the rollback with the best choice at every fork, the break-even probabilities, and the honest list of what the numbers leave out. Decision support, not advice — the probabilities are yours.
🔵 Stablepm-calculators
Size an emergency fund from essential spend and real risk factors — not a one-size 'six months' — with the funding timeline and where the money should sit. Use when asked how big should my emergency fund be, do I have enough saved, emergency fund or invest, or how many months of expenses do I need. Produces the risk-adjusted target from the script, the essential-spend worksheet, the funding plan, and the what-counts-as-an-emergency rules.
🔵 Stablepm-calculators
Compare an EV against a comparable gas car on total cost — upfront gap after incentives, energy vs fuel per year, maintenance delta, and the crossover year when the EV pulls ahead (or doesn't). Use when asked is an EV worth it, EV vs gas total cost, when does an EV pay for itself, or should my next car be electric. Produces the year-by-year cumulative comparison from the script, the crossover year, the per-mile energy math, and the honest not-modeled list.
🔵 Stablepm-calculators
Compute who gets what at each exit price from a cap table — liquidation preferences, conversion points, and where the founders' share collapses. Use when asked to model an exit waterfall, what do I get if we sell for X, explain liquidation preferences on my cap table, or compare payouts across exit prices. Produces a per-stakeholder payout table across exit values with conversion decisions shown, plus the plain-English reading of what the structure means for each party.
🔵 Stablepm-calculators
Divide things that cannot be divided — an inherited house, a dissolved partnership, the furniture after a breakup — using sealed-bid fair division (Knaster), computed by the bundled script so everyone ends provably above their own fair share. Use when asked to split an estate fairly, divide assets between siblings or ex-partners, who gets the house and what do they owe the others, or handle unequal shares. Produces the sealed-bid procedure, the computed allocation with exact cash transfers, the per-person fairness proof, and the presentation script. Math for the family meeting; not legal advice.
🔵 Stablepm-calculators
Compute a financial-independence (FIRE) target and years-to-reach with every assumption labeled as an assumption — plus a sensitivity table instead of a single false-precision answer. Use when asked what's my FIRE number, when can I retire early, how much do I need to be financially independent, or model my savings trajectory. Produces the FIRE number, years-to-target at stated assumptions, a return × withdrawal-rate sensitivity grid, and the honest list of what the model ignores.
🔵 Stablepm-calculators
Derive a freelance day/hourly rate backwards from target income, honest billable utilization, overhead, and the self-employment tax premium — the arithmetic that proves a rate is not salary÷2000. Use when asked what should I charge as a freelancer, how do I set my consulting rate, why is my freelance rate so high, or convert my salary to a contract rate. Produces the required-revenue breakdown, billable-hours math, the hourly and day rate, and the multiplier vs the naive salary÷2000 number.
🔵 Stablepm-calculators
Compare two or more job offers as total-comp curves over four years — vesting cliffs, bonuses, 401(k) match, and the crossover year computed, not vibed. Use when asked to compare job offers, which offer pays more over time, model my equity vesting, or is the startup offer actually worth it. Produces a year-by-year and cumulative comp table per offer, the crossover analysis, and negotiation levers ranked by dollar impact.
🔵 Stablepm-calculators
Model pricing scenarios — tiers, margins, break-even, and the revenue impact of a price change. Use when asked to calculate pricing, model a price increase, find break-even volume, set tier prices to a margin target, or estimate the revenue effect of a pricing change. Produces a computed pricing model (per-tier margin, break-even units, price-change revenue impact with an elasticity assumption) and a recommendation.
🟢 Production-Readypm-calculators
Van Westendorp price sensitivity, computed from real survey answers — crossings found by interpolation, not read off a chart by eye. Use when someone has (or plans) the four-question pricing survey (too cheap / cheap / expensive / too expensive) and needs the optimal price point, the acceptable range, and a defensible readout. Produces OPP/IPP and the PMC–PME range, the four cumulative curves as data, and a real .xlsx with a live revenue what-if — via the bundled zero-dependency script.
🔵 Stablepm-calculators
Model staying for annual raises vs job-hopping for bigger bumps — cumulative earnings trajectories, the crossover year, and the costs the salary math hides (vesting resets, promotion paths, search risk). Use when asked should I switch jobs for more money, is job hopping worth it, model my salary if I stay vs leave, or raise versus new offer. Produces the year-by-year salary and cumulative-earnings table, the crossover year, and the not-in-the-model checklist that usually decides it.
🔵 Stablepm-calculators
Compute the month a refinance actually starts saving money — payment delta, breakeven month, and total interest on both paths including the term-reset trap. Use when asked should I refinance, when does a refi break even, compare my loan to a refi offer, or is this refinance worth the closing costs. Produces the breakeven analysis with both interest totals, the if-you-sell-before-month-N warning, and the cases where the breakeven math lies.
🔵 Stablepm-calculators
Model rent-vs-buy honestly — year-by-year net position for both paths including the assumption everyone drops (the renter invests the difference), with a breakeven horizon instead of a verdict. Use when asked should I rent or buy, does buying beat renting in my city, when does buying break even, or run the rent-vs-buy numbers. Produces the year-by-year comparison table, the breakeven year, the assumption list with defaults labeled, and the not-modeled list.
🔵 Stablepm-calculators
Estimate the ROI, payback, and NPV of an investment, project, or purchase. Use when asked to calculate ROI, build a business case, justify a purchase/initiative, work out payback period, or compare options by return. Produces a computed ROI summary (net benefit, ROI %, payback, simple NPV) with the assumptions made explicit and a sensitivity note, so a business case is defensible.
🔵 Stablepm-calculators
Calculate cash runway, burn, and the zero-cash date — and whether you're default alive or dead. Use when asked to work out runway, monthly burn, when the money runs out, or how much to raise/cut to reach a target. Produces a computed runway summary (net burn, months of runway, zero-cash date, default alive/dead) plus what it takes to extend it.
🟢 Production-Readypm-calculators
Cash runway as a distribution, not a number — Monte Carlo simulated. Use when someone asks how long their cash lasts, when to start fundraising, or how burn/revenue volatility changes their runway; especially when the naive cash÷burn answer is driving a decision. Produces P10/P50/P90 runway, month-by-month death probabilities, and a real .xlsx with editable assumptions and a live naive-runway formula — via the bundled zero-dependency simulator.
🔵 Stablepm-calculators
Compute the core SaaS metrics — MRR/ARR, growth, NRR/GRR, churn, quick ratio, magic number — from your numbers. Use when asked to calculate SaaS metrics, MRR/ARR, net revenue retention, the quick ratio, or to build a SaaS metrics snapshot for a board/investor update. Produces a computed metrics dashboard with each value, its benchmark, and a one-line read on what it means.
🟢 Production-Readypm-calculators
Project completion as a distribution, not a date — Monte Carlo over the task graph. Use when a plan's finish date came from summing 'likely' estimates (it's wrong, mathematically), when leadership needs a commit date, or when you need to know which tasks actually control the timeline. Produces P10/P50/P90 completion, per-task criticality (how often each task sits on the critical path), and a real .xlsx — via the bundled zero-dependency simulator, deterministic with a seed.
🔵 Stablepm-calculators
Model whether solar panels pay for themselves for your roof — net cost after incentives, bill offset with degradation, electricity inflation, the inverter replacement, and the breakeven year, plus the policy risk no calculator controls. Use when asked are solar panels worth it, when does solar break even, check this solar quote's payback claim, or model solar for my bill. Produces the year-by-year table from the script, the breakeven year, the quote-vs-model comparison, and the not-modeled list led by net-metering risk.
🔵 Stablepm-calculators
Decide what the extra money does about student loans — attack them, invest alongside them, or ride a forgiveness track — with the three paths simulated on your actual loans and the guaranteed-vs-assumed framing kept honest. Use when asked should I pay off my student loans faster, pay loans or invest, is my forgiveness track worth it, or model my student debt. Produces the three-path comparison from the script, the guaranteed-return framing, the forgiveness-track math with its warnings, and the decision sheet.
🔵 Stablepm-calculators
Find and rank the recurring-payment leak — every subscription annualized, sorted by real yearly cost, with the keep/cancel/downgrade pass and the where-they-hide checklist. Use when asked audit my subscriptions, how much am I spending on subscriptions, help me cancel stuff, or what recurring charges am I forgetting. Produces the annualized ranking from the script, the hidden-subscription hunt list, the keep/cancel/downgrade decisions with the cancellation friction notes, and the re-audit cadence.
🟢 Production-Readypm-calculators
How many support agents does the queue actually need — Erlang C, computed, not 'tickets per agent' folklore. Use when staffing a support/CS team, defending headcount, or checking whether an SLA is mathematically possible with the current roster. Produces agent counts across load scenarios (with shrinkage), occupancy and average-wait numbers, and a real .xlsx — via the bundled zero-dependency script.
🟢 Production-Readypm-calculators
Which assumption actually moves the answer — one-at-a-time sensitivity, ranked into a tornado. Use when a model's output is being argued about (LTV, ROI, forecast) and the room is debating drivers that don't matter, or before spending diligence effort: swing every driver low→high and see which one owns the outcome. Produces the ranked tornado table, share-of-swing per driver, and a real .xlsx — via the bundled zero-dependency script with a safely restricted formula evaluator.
🔵 Stablepm-calculators
Model the unit economics of a business — CAC, LTV, payback, contribution margin — from real inputs. Use when asked to calculate unit economics, work out LTV:CAC, find the payback period, or check whether a business model is viable per customer. Produces a computed unit-economics summary (LTV, CAC, ratio, payback, contribution margin) with a verdict and the levers that move it most.
pm-cowork 100
🔵 Stablepm-cowork
Enforce the simplest meeting rule that works — no agenda, no meeting — with the three-line agenda format (purpose, decisions sought, pre-reads), the 24-hour rule, and the graceful cancel scripts. Use when asked write an agenda for this meeting, should this meeting happen, our meetings have no agendas, or cancel this meeting politely. Produces the three-line agenda, the happen-or-cancel verdict, the cancel/convert scripts, and the team norm rollout.
🔵 Stablepm-cowork
Build an all-hands that lands with everyone from intern to VP — the mixed-altitude structure (the story for all, the numbers for some), the wins-with-names section done right, the hard-news slide handled straight, and the Q&A design that gets real questions. Use when asked build the all-hands deck, make the monthly town hall not boring, how do we share the numbers with everyone, or announce this change at all-hands. Produces the segment structure, the altitude-mixed content rules, the hard-news handling, and the Q&A mechanics.
🔵 Stablepm-cowork
Design the archive layer that keeps current workspaces lean without losing history — what moves, when, to where, findable-by-search, with the project-close ritual that makes archiving automatic instead of aspirational. Use when asked set up an archiving system, our workspace is drowning in old projects, when should things get archived, or make history findable without cluttering today. Produces the archive triggers, the destination structure, the findability rules, and the close-out ritual.
🔵 Stablepm-cowork
Convert a meeting into async work that actually decides — the doc-plus-deadline format that replaces the room, the comment-window rules, the decision-closure step that async usually fumbles, and the honest test for what still needs synchronous. Use when asked can this meeting be async, replace our status meeting with a doc, run this decision without a call, or async isn't working for us. Produces the conversion design, the async artifact format, the closure protocol, and the still-needs-a-room list.
🔵 Stablepm-cowork
Write status updates people actually read — the traffic-light-plus-narrative format (state first, story second), the blockers-are-asks rule, and the skimmable structure that respects a reader with thirty seconds. Use when asked write my weekly update, format our team's status posts, nobody reads my updates, or what goes in a good async check-in. Produces the update format with a filled example, the blockers-as-asks discipline, and the reader-time contract.
🔵 Stablepm-cowork
Turn a folder of accumulated documents into one decision-ready brief — the skim-map pass over the pile, the extraction against the brief's actual questions, the conflict reconciliation when documents disagree, and the provenance trail back to sources. Use when asked read all this and tell me what matters, synthesize this folder for the new lead, turn these 20 docs into a brief, or what does all this material actually say. Produces the pile map, the question-driven extraction, the reconciled brief with per-claim sources, and the didn't-read honesty ledger.
🔵 Stablepm-cowork
Design a budget-vs-actuals tracker that stays alive past February — the category grain that matches real statements, the variance view that answers 'are we okay', the update ritual small enough to survive, and the honest handling of irregular expenses. Use when asked build me a budget spreadsheet, track team spend against budget, why do we always blow the budget invisibly, or design a household/project budget tracker. Produces the tracker structure, the variance logic, the irregulars ledger, and the monthly fifteen-minute ritual.
🔵 Stablepm-cowork
Write changelogs and release notes readers actually benefit from — changes translated to so-whats, grouped by reader impact (breaking first, gifts second, plumbing last), with the upgrade path stated and the marketing kept honest. Use when asked write the release notes, turn this commit list into a changelog, announce this update to users, or why does nobody read our changelogs. Produces the impact-grouped changelog, the so-what translations, the breaking-changes block with migration steps, and the two-audience split when needed.
🔵 Stablepm-cowork
Fix a team's chat sprawl — the channel map with one purpose per channel, the naming scheme that makes purpose findable, the archive pass for the dead and duplicated, and the posting norms (threads, @-discipline, urgency signals) that keep signal findable. Use when asked clean up our Slack/Teams, we have 90 channels and nothing is findable, set channel norms, or where should things get posted. Produces the channel audit and map, the naming scheme, the norms card, and the archive pass.
🔵 Stablepm-cowork
Pick the chart the data and the point actually need — the question-to-chart mapping (comparison, trend, composition, distribution, relationship), the honesty rules (axes, baselines, dual-axis traps), and the one-chart-one-point discipline. Use when asked what chart should I use, make this data visual, why does this chart feel misleading, or fix this graph for the deck. Produces the chart verdict with its reasoning, the honesty checklist applied, and the labeling that lets the chart travel without its author.
🔵 Stablepm-cowork
Keep citations honest in business documents — every load-bearing claim sourced, links that actually contain the claim, the as-of dates that keep numbers honest, and the internal-vs-external sourcing rules for decks and memos. Use when asked check the sourcing in this deck, add citations to this doc, our slide says 'studies show' — which studies, or set citation norms for the team. Produces the claim-by-claim audit, the fixes (source found, claim softened, or cut), the citation format for the venue, and the team norm card.
🔵 Stablepm-cowork
Start a cross-team project with the collaboration contract that prevents the classic collisions — who decides what, how work flows between teams, the communication channels and cadence, and what done means — agreed before the first collision instead of during it. Use when asked kick off this cross-team project right, our two teams keep colliding, define how we'll work with the other team, or set up the partnership before we start. Produces the one-page contract: decision rights, interfaces, cadence, and the done-definition.
🔵 Stablepm-cowork
Run a company event — the launch party, the customer day, the team celebration — as the operation it is: the goal that shapes every choice, the budget with its forgotten lines, the vendor and venue coordination, the run-of-show with owners, and the day-of roles that keep hosts hosting. Use when asked plan the company event, organize our customer day/holiday party/launch event, what am I forgetting for this event, or be the run-of-show for Thursday. Produces the goal-shaped plan, the budget with the forgotten lines, the run-of-show, and the day-of role card.
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Run a fast, honest competitive scan — the dimension table built from public evidence (sites, docs, pricing pages, changelogs, reviews), the claims-vs-observed discipline, and the so-what synthesis that ends in moves, not a landscape mural. Use when asked what are competitors doing, quick scan of these three rivals, how does our pricing/feature set compare, or prep the competitive slide honestly. Produces the evidence-based comparison table, the marketing-vs-reality flags, the so-what synthesis, and the staleness date.
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Treat context switches as the budget line they are — the switch census (how fragmented the week really is), the batching moves that consolidate scattered same-kind work, the calendar defrag that turns Swiss cheese into slabs, and the switch-cost line for saying no. Use when asked my day is fragmented to death, count my context switches, batch my meetings and reviews, or defend against calendar Swiss cheese. Produces the fragmentation census, the batching plan, the defrag moves, and the protective phrases.
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Never get auto-renewed into another year again — the contract inventory with the dates that matter (notice deadlines, not renewal dates), the calendar system with decision-time buffers, and the renewal-decision ritual that renegotiates instead of rubber-stamping. Use when asked track our contracts and renewals, we got auto-renewed again, when do we have to decide on this vendor, or set up renewal management. Produces the inventory with notice-deadline math, the alert system, the renewal-decision checklist, and the negotiation-window playbook.
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Clean a messy dataset methodically — the profiling pass that finds what's actually wrong (dupes, format drift, phantom spaces, mixed types), the fix order that doesn't corrupt while correcting, and the log that makes the cleaning defensible. Use when asked clean this export, why is my pivot double-counting, these names don't match between sheets, or prep this data for analysis. Produces the profile of what's wrong, the ordered cleaning plan, the join-key repairs, and the cleaning log.
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Design slides where the data makes the argument — the takeaway-titled chart, the one-chart-per-slide rule, the annotation layer that guides the eye to the point, and the honesty pass on projected data. Use when asked make this data slide land, my chart slide confuses people, how do I present these numbers, or the audience missed the point of my graph. Produces the redesigned slide: takeaway title, the chart stripped and annotated, the eye-path check, and the honesty audit.
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Set up the team decision log that ends relitigation — the one-line-per-decision format (what, why, who, when, reopening rule), the capture moments wired into existing rituals, and the lookup habit that makes it pay. Use when asked set up a decision log, we keep re-deciding the same things, where do decisions get recorded, or new people keep asking why we do X. Produces the log format, the capture wiring, the reopening rule, and the retrieval habits.
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Run meetings that actually decide — the pre-read-then-decide format, the options-on-the-table rule, the decider named before debate starts, and the recorded-or-it-didn't-happen close. Use when asked run this decision meeting, we discuss forever and never decide, structure the meeting where we pick the vendor/plan/design, or why do our decisions get relitigated. Produces the meeting design: pre-read, the in-room sequence, the decision rule, and the recording that makes it stick.
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Give a deck a spine the room can follow — the situation-complication-resolution arc, the tension that makes the recommendation feel necessary, the transitions that carry the thread between slides, and the arc-check that catches sag. Use when asked make this deck flow, my presentation feels like disconnected slides, structure the story of this pitch/readout, or the room got lost in the middle. Produces the arc mapping, the tension line, the transition script, and the sag diagnosis.
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Outline a deck as headline sentences before opening the slide tool — each slide a claim that reads as an argument top to bottom, the audience-and-ask header, and the skim test that catches broken decks while they're still bullet points. Use when asked start this presentation, structure my deck, why does my deck feel like a data tour, or get sign-off before I build slides. Produces the headline outline, the per-slide evidence notes, the skim test result, and the build rules.
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Review a deck against a rubric instead of taste — the five dimensions (argument, evidence, density, arc, honesty), the severity-sorted feedback that separates broken from suboptimal, and the review conversation that improves the deck without rewriting it in the reviewer's voice. Use when asked review my deck, give feedback on this presentation, is this ready for the board, or our deck reviews are just font opinions. Produces the rubric scores with evidence, the severity-sorted feedback, the two-fixes-that-matter-most call, and the reviewer discipline notes.
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Protect focus time that actually survives the week — the block placement matched to real energy hours, the defense rules (what moves a block, what never), the entry ritual that beats the blank-stare start, and the honest sizing that stops 8-hour fantasy blocks. Use when asked block focus time that keeps getting eaten, when should I schedule deep work, my calendar has no room to think, or I block time and then waste it. Produces the block design, the defense tiers, the entry ritual, and the meeting-culture negotiation.
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Delegate so the work comes back right the first time — the brief that transfers outcome, context, and constraints (not just the task), the autonomy level stated explicitly, and the check-in design that catches drift without hovering. Use when asked hand this off properly, my delegations come back wrong, write a brief for this task I'm giving away, or how much detail do I give. Produces the delegation brief with the outcome and guardrails, the autonomy level, the check-in points, and the questions-welcome contract.
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Script a product demo that lands — the audience's-workflow storyline (their day, not your feature list), the golden path rehearsed with fallbacks, the wow moment placed early, and the demo-death contingencies (the backup video, the reset state, the narration bridge). Use when asked script our product demo, demo this to a customer/exec, our demos meander through features, or the demo broke live last time. Produces the demo storyline, the click-path script with fallbacks, the wow placement, and the contingency kit.
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Run a timeboxed desk-research sprint that ends with an answer instead of forty tabs — the question decomposition, the source plan by question type, the capture discipline that prevents re-reading, and the stop rule that beats completionism. Use when asked research this market/tool/topic by Friday, I have two hours to get smart on X, structure my desk research, or I keep researching and never concluding. Produces the decomposed questions, the source plan, the capture format, and the timeboxed synthesis with confidence labels.
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Clear the desktop that's become a hundred-icon guilt mosaic — the fast triage that empties it today, the honest read of what the desktop was being used for (it's a to-do list wearing icons), and the replacement systems that keep it clear. Use when asked clean up my desktop, my desktop has 200 files on it, why does my desktop keep filling up, or set up a clean-desktop habit. Produces the today-pass, the function-replacement mapping, and the two-minute weekly habit.
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Keep living documents trustworthy over time — the status header (draft/active/superseded) that tells readers what they're holding, the change-log-for-decisions inside the doc, the supersession chain that kills zombie versions, and the review-date heartbeat. Use when asked which version of this doc is current, our wiki is full of stale pages, set up doc lifecycle rules, or people keep following the old process doc. Produces the status-header standard, the in-doc change log, the supersession protocol, and the staleness heartbeat.
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Decide what documents to keep, for how long, and where — the personal/small-biz retention map by category (tax, legal, medical, warranties, employment), jurisdiction-flagged periods, and the destruction discipline for what's past its date. Use when asked how long do I keep tax documents, can I shred this, set up a document retention system, or what papers does my small business need to keep. Produces the category map with keep-periods (flagged verify-locally), the keep-forever list, the digitize rules, and the annual purge ritual.
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Make introductions that respect both sides — the double-opt-in flow (ask each party privately before connecting them), the forwardable blurb that makes saying yes easy, and the connecting email that sets both up to succeed. Use when asked introduce me to someone, can you connect us, write an intro email, or someone asked me for an intro. Produces the opt-in asks for both sides, the forwardable blurb, the intro email itself, and the graceful decline path.
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Empty the Downloads folder that's become a junk drawer — the four-bucket pass (file, delete, action, quarantine), the age-based bulk rules that make 2,000 items tractable, and the tiny habit that keeps it empty. Use when asked clean up my downloads folder, 2000 files in downloads help, what's safe to delete here, or stop my downloads from piling up. Produces the bucket pass with bulk rules, the safe-delete classes, the keeper-filing routes, and the weekly sweep habit.
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Convert an email (or a whole thread) into real tasks — the actual asks extracted from the prose, each with owner, deadline, and the done-test, so nothing lives in the inbox as its own reminder. Use when asked what am I actually being asked to do here, turn this thread into a task list, extract the action items from this email, or I keep re-reading this thread. Produces the ask extraction with quoted sources, the task list in owner-verb-deadline form, and the reply that confirms the commitments.
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Turn an overflowing inbox into a four-verb system — archive, reply-now, task, or park — with the two-minute rule enforced and a daily cadence that survives busy weeks. Use when asked help me get to inbox zero, my email is out of control, build me an email triage system, or process this backlog. Produces the triage pass on the actual inbox, the four-verb rules, the folder/label minimal set, and the daily cadence.
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Schedule work by energy, not just time — the week of self-observation that maps your real peaks and troughs, the work-to-energy matching (hard creative work on peaks, admin on slopes, meetings on shoulders), and the calendar rebuild that honors the map. Use when asked when should I do my hardest work, I waste my best hours on email, map my energy levels, or why is 3pm always useless. Produces the observation protocol, the personal energy map, the work-type matching, and the rebuilt week.
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Escalate an issue up the chain without burning the person you're escalating past — the facts-first structure, the tried-already section that earns the escalation, and the specific ask that makes action easy. Use when asked I need to escalate this, write an email to my boss's boss, this vendor issue needs to go up, or how do I go over someone's head professionally. Produces the escalation email with its evidence spine, the pre-escalation courtesy step, and the relationship-preserving framing.
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Grade the evidence behind a claim before betting on it — the hierarchy for business evidence (experiments > usage data > surveys > interviews > anecdotes > opinion), the fit-for-decision test, and the mixed-evidence verdicts that real questions produce. Use when asked how strong is our evidence for this, grade what we know before the decision, is this enough to bet on, or we have three anecdotes and a survey — now what. Produces the evidence inventory with grades, the sufficiency verdict against the decision's stakes, and the cheapest-upgrade path.
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Stop presenting the working deck to executives — the two-deck split (answer-first exec cut vs. exploration-rich working deck), the compression rules from 40 slides to 8, and the appendix strategy that keeps the depth one click away. Use when asked turn this analysis into an exec version, my leadership readout went badly, how do I compress 40 slides to 10 minutes, or what do execs actually want in a deck. Produces the exec cut with the answer-first order, the compression map (what survived, where the rest went), and the Q&A appendix plan.
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Submit expenses that sail through approval — the capture-at-spend habit, the policy-fluency that prevents rejections (thresholds, receipt rules, the pre-approval traps), the report assembled in minutes, and the approver-side rules for reviewing fairly and fast. Use when asked my expense reports are always late or rejected, set up my expense workflow, what does the policy actually require, or review expenses as a manager without being a receipt cop. Produces the capture habit, the policy crib, the submission routine, and the approver's rubric.
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Design an expense-tracking sheet that survives real receipts — the capture-at-spend habit, the category set that matches reimbursement or tax rules, the receipt-link discipline, and the month-end close that takes minutes because the work happened at spend-time. Use when asked track my business expenses, build an expense sheet for the team, get ready for reimbursement/tax season, or my shoebox of receipts needs a system. Produces the sheet structure, the capture ritual, the category mapping to the real downstream rules, and the month-end close.
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Get the most from an hour with an expert — the do-your-homework floor (never ask what's googleable), the question arc from calibration to the frontier, the follow-up discipline that goes deep instead of wide, and the capture that survives the call. Use when asked prep me for the expert call, what should I ask this advisor/analyst/practitioner, we get an hour with X, or our expert calls are pleasant but shallow. Produces the homework brief, the question arc, the follow-up toolkit, and the capture plan.
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Build an FAQ from the questions people actually ask — mined from tickets, chats, and repeated explanations, answered once and well, organized by the asker's words, and maintained by a capture loop instead of annual archaeology. Use when asked create an FAQ for this product/process/team, I answer the same questions weekly, turn our support threads into docs, or why does nobody find our answers. Produces the mined question list with frequencies, the answers in ask-language, the structure, and the capture loop.
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Set a filename convention that sorts, searches, and survives — date-first ISO format, the descriptor grammar, version suffixes that end the FINAL-final2 era, and the rollout that gets a team actually using it. Use when asked set up file naming rules, our filenames are chaos, what should we call our files, or fix the v2-final-FINAL problem. Produces the convention with its grammar, examples for the team's real file types, the version rule, and the one-line cheat sheet.
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Design a folder structure people actually file into — shallow, purpose-first, with a home for everything and an inbox for the undecided, sized to the team that must maintain it. Use when asked organize our shared drive, design a folder structure for the project, where should things live, or our files are chaos. Produces the structure with its placement rules, the depth and naming constraints, the _inbox convention, and the migration-lite plan for the existing mess.
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Chase unanswered emails without being annoying — the escalating-gently sequence with timing rules, the re-ask that makes replying easy, and the close-the-loop discipline that ends zombie threads. Use when asked they haven't replied what do I send, write a follow-up that isn't pushy, how long do I wait before chasing, or manage my waiting-on list. Produces the follow-up sequence with dates, drafts per rung, and the give-up-gracefully exit.
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Untangle the spreadsheet formula nobody dares touch — decompose the seven-function nest into named readable steps, explain what it actually does (vs. what it's believed to do), and rebuild it maintainably with helper columns and modern functions. Use when asked what does this formula do, this IFERROR-VLOOKUP monster broke, make this formula maintainable, or nobody understands the sheet the analyst left. Produces the plain-language decode, the step decomposition into helper columns, the believed-vs-actual gaps, and the rebuilt version.
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Write the handbook page that ends the repeated explanation — the answer-shaped structure (task-first, context second), the ownership and freshness header, and the write-once-point-forever discipline that turns tribal knowledge into infrastructure. Use when asked document how we do X, write the wiki page for this process, I explain this every month, or make this knowledge survive me. Produces the page with task-first structure, the header block, the worked example, and the pointer habit.
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Apply a team's writing style consistently — extract the house style from exemplar documents into a checkable rule card, run the conformance pass on new drafts, and fix violations without flattening the author's voice. Use when asked make this match our style, why do our docs all sound different, build a style guide from our best docs, or check this draft against house style. Produces the extracted rule card, the conformance pass with per-fix reasons, and the voice-preservation line.
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Cut inbox volume at the source — the unsubscribe purge that classifies recurring senders into kill/digest/keep, executes safely (real unsubscribes vs. spam-report vs. never-click), and installs the filters that catch the rest. Use when asked my inbox is all newsletters, mass unsubscribe safely, cut my email volume, or set up filters for the noise. Produces the sender census, the kill/digest/keep sort, the safe-unsubscribe rules, and the filter set.
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Turn a pile of interview notes into findings that survive scrutiny — the code-then-theme pass, the counting discipline (how many actually said it), the quote selection that illustrates instead of cherry-picks, and the confidence lines a small sample earns. Use when asked synthesize these user/customer/exit interviews, what did we actually learn from the calls, turn 12 transcripts into insights, or are these themes real. Produces the coded themes with counts, the divergences preserved, the illustrative quotes, and the claims sized to the sample.
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Keep a team knowledge base alive — the gardener role and its weekly half-hour, the rot signals (stale pages, orphans, duplicates) and their fixes, the capture funnels that feed the garden, and the pruning that keeps search useful. Use when asked our wiki is a graveyard, who maintains the knowledge base, set up knowledge management that lasts, or people can't find anything anymore. Produces the gardener rotation, the weekly tending routine, the rot triage, and the capture funnels.
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Design a KPI tracker that drives decisions instead of decorating them — the few-metrics discipline (5–9, each with an owner and a so-what), targets with honest baselines, the trend-first layout, and the review ritual where the tracker actually gets used. Use when asked set up KPI tracking for the team, build a metrics dashboard in sheets, which numbers should we track, or our dashboard exists but nobody acts on it. Produces the metric selection with kill-list, the tracker structure, the target-setting notes, and the review ritual.
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Price meetings in money and focus — the attendee-hours × loaded-rate math, the recurring multiplier that turns a weekly 30-minutes into a real annual number, and the cost-vs-outcome read that decides what the price buys. Use when asked what does this meeting cost, price our meeting culture, is this recurring meeting worth it, or make the case for fewer attendees. Produces the cost computation with stated assumptions, the recurring annualization, the cost-per-outcome read, and the reduction levers ranked.
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Arrive at a meeting armed in fifteen minutes — the prep pack: what this meeting decides, your position with its reasons, the other attendees' likely stances, the questions to ask, and the outcome you're steering toward. Use when asked prep me for this meeting, what should I know before this call, I have 15 minutes before a big meeting, or help me not wing it. Produces the one-page prep pack with position, stances, questions, and the walk-away-with list.
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Set the shared-space norms that end the small daily frictions — meeting room booking discipline (the ghost-booking cure), hybrid-call room behavior, the shared kitchen/space contracts, and the enforcement that works without a hall monitor. Use when asked set office space norms, rooms are always booked but empty, hybrid meetings are terrible for remote people, or write the office etiquette guide. Produces the norms card by space type, the ghost-booking fix, the hybrid-room checklist, and the no-hall-monitor enforcement design.
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Move a team's files to a new platform without losing work or a week — the pre-migration freeze, the verified copy, the permissions remap, the cutover announcement, and the old-system read-only afterlife. Use when asked we're moving from Dropbox to Drive, migrate our files to SharePoint, plan the file migration day, or how do we switch platforms safely. Produces the migration runbook: freeze window, copy-and-verify steps, permissions mapping, the cutover comms, and the rollback line.
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Turn a pile of newsletters and subscriptions into one skimmable brief — the items that matter to YOUR interests extracted with sources, the noise dropped with a count, on a cadence that replaces daily trickle-reading. Use when asked digest my newsletters, summarize what my subscriptions said this week, what did I miss that I actually care about, or make my reading pile useful. Produces the interest-filtered brief with per-item sources, the dropped-with-reasons ledger, and the cadence that makes trickle-reading obsolete.
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Replace ad-hoc interruptions with office hours that actually get used — the slot design (cadence, length, format), the routing rules that tell people what goes there vs. what shouldn't wait, and the empty-hours and overflow failure modes handled in advance. Use when asked set up office hours, I'm interrupted constantly but want to stay accessible, my office hours sit empty, or design expert time for the team. Produces the slot design, the routing card, the facilitation format, and the tuning rules.
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Run an office move or reconfiguration without losing a week of work — the dependency-ordered plan (internet lead times rule everything), the workstream owners, the comms that keep the team functional through the chaos, and the day-one-that-works checklist. Use when asked plan our office move, we're moving floors/buildings in six weeks, who owns what in the move, or make day one at the new office not a disaster. Produces the workstream map with owners, the dependency timeline, the team comms plan, and the day-one readiness gate.
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Plan a team offsite that earns its cost — the purpose split (connection vs. decisions vs. planning, weighted on purpose), the agenda that alternates work and air, the logistics runbook, and the follow-through that makes Monday different from before. Use when asked plan our team offsite, design two days for the team, make this offsite not a waste, or what do we actually do at the offsite. Produces the purpose weighting, the day designs, the logistics checklist, and the commitments-capture that survives re-entry.
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Design the buddy system that makes new-hire onboarding human — the buddy's actual job (context and safety, not training), the 30-day touchpoint plan, the ask-me-anything contract, and the buddy selection that avoids the two classic miscasts. Use when asked set up an onboarding buddy program, I'm buddying the new hire what do I do, our onboarding is docs with no humans, or the new person is drowning quietly. Produces the buddy role definition, the touchpoint schedule, the first-week script, and the escalation line.
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Design an out-of-office that actually protects the time off — the auto-reply that routes instead of apologizes, the coverage map behind it, and the pre-departure handoff that prevents the beach laptop. Use when asked write my out of office message, going on vacation what do I set up, cover my work while I'm out, or I always come back to chaos. Produces the OOO message with routing, the coverage assignments confirmed, the pre-departure checklist, and the re-entry buffer plan.
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Outline documents before drafting them — the argument skeleton that gets alignment cheaply, the one-line-per-section discipline, and the review-the-outline step that saves rewriting the prose. Use when asked help me start this document, outline before I write, why do my docs get rewritten from scratch in review, or get sign-off before drafting. Produces the outline with each section's claim (not topic), the reader-and-decision header, the outline review step, and the expansion rules.
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Cap your work-in-progress so things finish — the personal WIP limit (3 active outcomes, defended), the finish-before-start rule with its exceptions named, the parking lot for the overflow, and the throughput evidence that converts the skeptic. Use when asked I have twelve things half-done, why does nothing ever finish, set a WIP limit for my work, or I start everything and complete nothing. Produces the active-list cap, the parking protocol, the start-gate, and the two-week throughput experiment.
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Rescue a photo library drowning in duplicates, screenshots, and 40,000 unsorted items — the triage order that shrinks first (screenshots, bursts, dupes), the album-vs-search philosophy that ends over-organizing, and the backup rule that comes before any deleting. Use when asked organize my photo library, 40k photos help, delete duplicate photos safely, or set up a photo system that lasts. Produces the backup-first step, the shrink passes in order, the light organizing layer, and the monthly habit.
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Know which talk you're giving — the pitch (drive one decision) vs. the teach (build understanding) — because mixing their structures fails both, and most bad presentations are one wearing the other's clothes. Use when asked is this a pitch or a training, my informative deck didn't land the ask, my pitch felt like a lecture, or structure this talk for the right job. Produces the mode diagnosis, the structural implications, the mixed-mandate split, and the mode-check on an existing deck.
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Plan pivot-table analysis that answers the actual question — the question-to-layout mapping (rows, values, filters chosen on purpose), the data-shape check that pivots require, and the drill-down path from summary to so-what. Use when asked analyze this data with a pivot, what's driving the total, break this down by category and month, or my pivot shows nonsense. Produces the question decomposition, the pivot layout(s) with reasons, the data-shape fixes needed first, and the reading guide.
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Rewrite jargon-dense text into plain language without losing precision — the translation pass that keeps every fact and qualifier, the jargon triage (terms to replace, terms to keep-and-define), and the reading-level honesty for the actual audience. Use when asked make this readable, translate this for non-experts, de-jargon this announcement, or rewrite this so my parents/customers/new hires understand it. Produces the rewrite with a fidelity check, the jargon ledger, and the kept-terms glossary line.
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Draft an internal policy people can actually follow — the rule stated plainly with its reason, the bright lines separated from the judgment zones, the edge cases resolved by principle, and the enforcement reality stated honestly. Use when asked write our expense/remote-work/AI-use/security policy, turn this incident into a policy, our policy doc is unreadable, or people keep asking what's allowed. Produces the policy with rules-plus-reasons, the bright-line/judgment split, the worked edge cases, and the honest enforcement section.
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Write presenter notes that actually help mid-talk — cue-grain phrases instead of scripts, the transitions and numbers that deserve verbatim capture, the timing marks that keep the talk on schedule, and the Q&A crib built in. Use when asked write my speaker notes, I either script everything or wing it, what goes in the notes pane, or I keep running over time. Produces the notes at cue grain, the verbatim-worthy lines, the timing marks, and the Q&A crib.
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Structure an internal proposal that gets a decision — the problem-cost-options-recommendation-ask spine, the objection pre-handling that shortens the meeting, and the reversibility framing that makes yes easier. Use when asked write a proposal for the new tool or process or hire, how do I pitch this internally, structure my case for the change, or my proposals keep dying in review. Produces the proposal skeleton filled from the actual case, the objections table, the decision-sized ask, and the one-page discipline.
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Write the purchase request that gets approved — the cost-of-not-buying framing, the ROI math at the approver's altitude, the alternatives-considered section that preempts the obvious pushback, and the right-sized ask for the approval tier. Use when asked justify this tool/hire/equipment purchase, write the budget request, my requests keep getting deferred, or make the business case for this spend. Produces the justification memo: the problem priced, the ROI shown, alternatives dispatched, and the ask sized to its approval path.
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Prune your own recurring-meeting load — the personal calendar audit (your role in each, honestly), the four exit moves (leave, delegate, downgrade to notes, halve), and the graceful exit scripts that don't burn standing. Use when asked get me out of some of these meetings, my calendar is 80% recurring, which meetings can I stop attending, or leave a meeting politely. Produces the personal audit with role verdicts, the exit move per meeting, the scripts, and the calendar-shape after.
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Draft email replies that match the sender's register — formality, length, directness, and emoji-tolerance read from their message, so the reply lands as native instead of off-key. Use when asked reply to this email, draft a response that doesn't sound stiff, match their tone, or answer this without sounding like a robot. Produces the tone read of the incoming message, the reply drafted in that register, and the adjustment knobs.
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Set up a research repository the team actually reuses — the atomic-insight format (finding + evidence + source + date), the tagging that makes old research findable by new questions, and the check-the-repo-first norm that stops re-researching. Use when asked set up a research repository, we keep re-learning the same things, where do our user insights live, or make past research findable. Produces the repo structure, the insight-entry format, the intake funnel from studies, and the reuse norms.
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Decline requests without damaging relationships or your standing — the fast-clear-warm formula, the alternative-attached no, the no-to-the-boss version (tradeoffs, not refusal), and scripts for the asks that recur. Use when asked how do I say no to this, turn down a request, decline extra work politely, I say yes to everything and drown, push back on my manager, or protect the roadmap from a pet feature. Produces the decline scripts by relationship, the tradeoff framing, and the exact wording tuned to who is asking.
🔵 Stablepm-cowork
Clean up a shared drive nobody owns — the ownership-first move, the top-down audit that finds the 80% (stale projects, duplicates, ex-employee folders), the archive-don't-delete discipline for shared property, and the norms that prevent regrowth. Use when asked our shared drive is a disaster, clean up the team drive, who owns all these folders, or people are scared to delete anything. Produces the audit map, the archive plan with the fear-killing rule, the ownership assignments, and the going-forward norms.
🔵 Stablepm-cowork
End the workday on purpose — the ten-minute shutdown that closes open loops, stages tomorrow's start, and gives the brain permission to actually stop (the incomplete-task hum has an off switch, and it's written). Use when asked I can't stop thinking about work at night, build an end-of-day routine, my evenings are ruined by open loops, or how do I stop checking one more time. Produces the shutdown checklist, the tomorrow-staging step, the closing phrase, and the after-hours boundary rules.
🔵 Stablepm-cowork
Fix slides that are documents in landscape mode — the one-point-per-slide rule, the projection-vs-reading fork that decides density, the text diet (headlines and evidence, prose to notes), and the glance test. Use when asked my slides are too busy, how much text per slide, fix this wall-of-bullets deck, or make this readable from the back of the room. Produces the density diagnosis, the per-slide fixes (split, strip, or move-to-notes), the projection/document fork decision, and the glance-test results.
🔵 Stablepm-cowork
Verify a claim before repeating it — the independent-sources test (three citations of one press release is one source), the provenance trace to the original, and the confidence grading that separates established from echoed. Use when asked is this claim actually true, verify this stat before the deck, everyone cites this number where's it from, or how solid is this source. Produces the provenance trace, the independence assessment, the confidence grade with its reasoning, and the repeat-it-as phrasing.
🔵 Stablepm-cowork
Audit a spreadsheet before trusting it — the error hunt (hardcoded overrides, broken ranges, silent unit mixes), the fragility map (what breaks when rows are added), and the load-bearing-formula review that catches the mistake before the meeting does. Use when asked check this spreadsheet before we present it, why don't these numbers add up, audit this model someone left behind, or is this sheet safe to build on. Produces the findings ranked by damage, the fragility map, the verified-vs-suspect ledger, and the fix list.
🔵 Stablepm-cowork
Hand over a spreadsheet so it survives its author leaving — the README tab that decodes the sheet's logic, the update runbook with sources and cadence, the fragility warnings, and the walkthrough that transfers the judgment. Use when asked document this spreadsheet before I leave, hand over the model to the team, make this sheet survivable without me, or we inherited a workbook nobody understands. Produces the README tab content, the update runbook, the known-fragilities list, and the handover walkthrough agenda.
🔵 Stablepm-cowork
Decide honestly when a spreadsheet should become a database or app — the five outgrowth signals (concurrent editing, relational strain, permission needs, scale, process-in-comments), what staying costs vs what migrating costs, and the incremental escape paths. Use when asked should this be a database, our spreadsheet is breaking, is it time to move off sheets, or what should replace this monster workbook. Produces the signal assessment on the actual workbook, the stay-vs-move verdict with costs both ways, and the migration path sized to the team.
🔵 Stablepm-cowork
Audit the recurring meetings a team has accreted — each standing slot tested against its original purpose, current attendance reality, and outcomes, with keep/shrink/merge/kill verdicts and the two-week cancellation experiment that settles arguments. Use when asked audit our recurring meetings, our calendar is all standing syncs, which meetings should die, or reset the team's meeting load. Produces the inventory with per-meeting verdicts, the experiment protocol, the merge map, and the re-accretion guard.
🔵 Stablepm-cowork
Build the pipeline that turns team updates into the rollup report without the Friday scramble — the collection format that aggregates cleanly, the altitude translation (team detail → leadership signal), and the automation-lite assembly that takes minutes. Use when asked I compile status from five teams every week, streamline our reporting chain, my Friday is spent chasing updates, or make the rollup write itself. Produces the collection design, the translation rules, the assembly routine, and the chase-elimination mechanics.
🔵 Stablepm-cowork
Design a survey that measures instead of leads — neutral question wording, answer scales that don't smuggle conclusions, the length that respects completion rates, and the analysis plan written before launch. Use when asked write our customer/employee survey, check these questions for bias, why are our survey results useless, or design the questionnaire for this decision. Produces the question set with bias fixes, the scale choices, the pilot step, and the pre-launch analysis plan.
🔵 Stablepm-cowork
Triage an overwhelming task list into what actually gets done — the urgent/important sort applied honestly (with the two corrections the classic matrix needs), the do/schedule/delegate/drop verbs, and the list hygiene that keeps triage from becoming a weekly archaeology dig. Use when asked my task list is overwhelming, triage my todos, everything feels urgent, or what should I actually work on. Produces the sorted list with verbs, the urgency audit (what's fake-urgent), the drop list with permission, and the intake rule.
🔵 Stablepm-cowork
Track a team's budget so surprises die young — the commitment-based view (spent + committed + planned, not just invoiced), the category grain that matches how the team actually spends, the monthly close with its one-sentence read, and the forecast honesty for the year-end question. Use when asked track my team's budget, are we going to blow the budget, why did finance's number surprise us, or set up budget visibility for the team. Produces the three-lane tracker (spent/committed/planned), the monthly close ritual, the variance signals, and the year-end forecast method.
🔵 Stablepm-cowork
Turn a document the team keeps rewriting into a template that actually helps — extract the recurring skeleton, mark what varies with real placeholder prompts, keep it lighter than the ceremony it replaces, and pilot it before decreeing it. Use when asked make a template from this doc, we write this same thing every week, standardize our status updates or briefs, or why does nobody use our templates. Produces the extracted template with prompting placeholders, the keep-it-light rules, the example-filled twin, and the adoption path.
🔵 Stablepm-cowork
Land a sprawling chat thread on an actual decision — the summarize-and-fork move (positions restated, the question isolated), the decider-and-deadline injection, and the recorded close that ends the forty-message orbit. Use when asked this thread is going in circles, get a decision out of this discussion, summarize where we landed, or why do our threads never conclude. Produces the thread summary with positions attributed, the isolated decision question, the closure message, and the decision record.
🔵 Stablepm-cowork
Evaluate a new tool before it joins the stack — the problem-first framing (tools answer needs, not demos), the trial designed with success criteria upfront, the stack-fit check (integration, overlap, the tool-sprawl tax), and the security/data review sized to the stakes. Use when asked should we buy this tool, evaluate this software for the team, we have three tools that do this already, or run a proper trial before committing. Produces the need statement, the trial design with pre-set criteria, the stack-fit audit, and the adopt/decline verdict with its reasoning.
🔵 Stablepm-cowork
Turn a business trip into a one-page brief that runs itself — the itinerary with buffers and failure modes, the meeting logistics pre-solved (addresses, contacts, backup numbers), the packing-and-prep list by trip type, and the expense capture set up before departure. Use when asked prep my business trip, build the travel brief, I always forget something when traveling, or organize this three-city week. Produces the one-page brief: timeline with buffers, the per-meeting logistics, the contingency card, and the expense setup.
🔵 Stablepm-cowork
Get unstuck on purpose — the stuck-type diagnosis (don't-know-how, can't-decide, waiting, avoiding, too-big), the matched unblock move for each, and the timebox that stops noble struggling before it eats the day. Use when asked I'm stuck on this and don't know why, I keep avoiding this task, how long should I struggle before asking, or unblock my stalled project. Produces the stuck diagnosis, the matched move, the ask-for-help script that preserves standing, and the stuck-log pattern read.
🔵 Stablepm-cowork
End a vendor, freelancer, or service relationship cleanly — the notice email that cites the contract, the transition asks that protect your data and continuity, and the door-open close that costs nothing. Use when asked write a cancellation email to our vendor, we're not renewing how do I tell them, end this contractor relationship professionally, or switch providers without drama. Produces the notice-period check, the breakup email with transition terms, the retention-offer response plan, and the offboarding checklist.
🔵 Stablepm-cowork
Compare vendors on a matrix that decides instead of decorates — the criteria weighted before the demos (so the shiny demo can't rewrite them), the evidence-based scoring with the marketing-vs-verified flags, the total-cost row that includes switching, and the reference-check questions that get honest answers. Use when asked compare these vendors/tools, build the selection matrix, the demo wowed us now what, or make this procurement decision defensible. Produces the weighted matrix, the scoring evidence rules, the TCO row, and the reference-call script.
🔵 Stablepm-cowork
Untangle a document that exists in six copies across email, drives, and desktops — establish the canonical version defensibly, merge the divergent edits, and install the single-source rule that prevents the rematch. Use when asked which version is the real one, merge these document copies, we've been editing different files, or stop the version chaos on this doc. Produces the version census with the canonical verdict, the divergence merge plan, the announce-and-redirect step, and the single-source going-forward rules.
🔵 Stablepm-cowork
Install the weekly review that keeps work from managing you — the 30-minute Friday ritual: close the week's loops, sweep the capture points, choose next week's big three before the calendar chooses for you, and the two questions that compound. Use when asked set up a weekly review, my weeks just happen to me, GTD-style review but lighter, or I keep dropping threads between weeks. Produces the ritual's fixed agenda, the sweep checklist, the big-three selection, and the survival rules for busy weeks.
🔵 Stablepm-cowork
Write a team's working agreements — the small set of explicit norms (communication, meetings, decisions, conflict) that replace the assumptions people were silently violating, built from the team's actual frictions and revisited on a cadence. Use when asked create team working agreements, set norms for our new team, we keep clashing over how we work, or onboard people into how this team operates. Produces the friction-derived agreement set, the specific-behavior phrasing, the disagreement protocol, and the review cadence.
🔵 Stablepm-cowork
Design working sessions that produce artifacts, not vibes — the outcome-backwards agenda, the activity formats that beat open discussion (silent writing, dot voting, structured rounds), the energy arc, and the output-capture that survives the room. Use when asked design a workshop for X, plan our planning session, facilitate a half-day working session, or our workshops are fun but nothing comes out. Produces the workshop design: the artifact goal, the activity sequence with timings, the facilitation notes, and the capture plan.
pm-decoders 23
🔵 Stablepm-decoders
Decode a 401k or workplace retirement plan — the real cost of its funds, the match's fine print, vesting math, and the plan features worth using or avoiding. Use when someone asks 'is my 401k any good', 'decode my 401k plan', 'which funds should I look at', or 'what fees am I paying'. Produces a fee decode in dollars-over-time, match and vesting math, a fund-lineup triage by cost, and the questions for HR or the plan administrator.
🔵 Stablepm-decoders
Decode an auto repair estimate — what each line actually is, which items are urgent vs upsell, and the questions that separate a fair shop from a fishing expedition. Use when someone asks 'is this repair quote fair', 'decode my mechanic's estimate', 'do I really need all this', or 'is the shop ripping me off'. Produces a line-by-line decode with urgency triage, parts/labor sanity checks, ranked red flags, and the exact questions to ask the shop before authorizing.
🔵 Stablepm-decoders
Decode an employment benefits package into what it's actually worth and where the fine print bites. Use when someone asks 'is this offer good', 'decode my benefits package', 'what does my equity actually mean', or 'what should I ask HR before signing'. Produces a benefit-by-benefit decode with real dollar values, ranked red flags (vesting cliffs, clawbacks, 'discretionary' bonuses, unlimited-PTO economics), and the questions to ask HR before signing.
🔵 Stablepm-decoders
Decode a car lease offer — the money factor converted to APR, the cap-cost math, mileage and disposition traps, and what to negotiate. Use when asked to decode my car lease, is this lease deal good, what's a money factor, or review this lease before I sign. Produces the real-numbers decode (money factor → APR, total lease cost), the trap list with dollar exposure, and the negotiation points dealers expect to concede.
🔵 Stablepm-decoders
Decode a care-home contract before a parent moves in — the fee-escalation clause with no cap, the needs-can-no-longer-be-met eviction trigger, the guarantor line that quietly makes you personally liable, and the after-death charges nobody mentions on the tour. Use when asked to review a care-home or nursing-home contract, what does this admission agreement mean, can they raise the fees, or can they make my parent leave. Produces a clause-by-clause decode ranked by financial and eviction risk, the questions to put in writing before signing, and the negotiate-or-verify list. Pairs with long-term-care-options for choosing the home; this is for the contract. Not legal advice.
🔵 Stablepm-decoders
Decode an insurance claim denial letter — what the cited reason actually means, whether it's commonly overturnable, and the appeal letter that answers it point by point. Use when someone asks 'my insurance claim was denied what do I do', 'decode this denial letter', 'can I appeal this denial', or 'write my insurance appeal'. Produces the denial decode with overturn-likelihood framing, the evidence checklist, the point-by-point appeal letter, and the escalation ladder past the insurer.
🔵 Stablepm-decoders
Decode a mortgage Closing Disclosure line by line — which fees are real, which are shoppable or junk, and what changed since the Loan Estimate. Use when asked to decode my closing disclosure, review my closing costs, why did my costs go up, or which fees can I negotiate. Produces a section-by-section decode, the Loan-Estimate comparison with tolerance flags, the challenge list with scripts, and the cash-to-close verification.
🔵 Stablepm-decoders
Decode a disability insurance policy or employer LTD plan — own-occupation vs any-occupation, the benefit math after offsets and taxes, and the definitions that decide whether it pays. Use when someone asks 'is my disability insurance any good', 'decode my LTD policy', 'what does own-occupation mean', or 'how much would I actually get'. Produces a definition decode of the clauses that decide claims, the real benefit math after offsets, ranked red flags, and the questions to ask before relying on the coverage.
🔵 Stablepm-decoders
Decode a franchise offering before you sign away a decade — the earnings claims and their absence, the territory that is not exclusive, the renewal terms that expire your equity, the mandatory-supplier margins, and the validation calls that reveal what the brochure will not. Use when asked to evaluate a franchise, review an FDD or franchise agreement, is this franchise a good deal, or what to ask existing franchisees. Produces a clause-by-clause decode organised by where the money leaks, the earnings-claim reality check, the validation-call script, and the walk-away list. Not legal or financial advice — a franchise lawyer reviews before any signature.
🔵 Stablepm-decoders
Decode a funeral home price list while grieving — the package maths versus the itemised list, the non-declinable basic fee, the upsells that arrive as care, and the direct-cremation benchmark that anchors every other number. Use when asked to compare funeral quotes, is this funeral price fair, what can we decline, or help me read this price list. Produces a line-by-line decode, the decline-safely list, package-versus-itemised maths, questions for the director, and a comparison across homes. Consumer information, not legal advice; disclosure rules are strongest in the US (FTC Funeral Rule).
🔵 Stablepm-decoders
Decode HOA covenants (CC&Rs) and the fee structure before you buy into them. Use when someone asks 'what do these HOA rules actually mean', 'decode these CC&Rs', 'is this HOA going to be a problem', or 'what should I check before buying in an HOA'. Produces a restriction decode ranked by lifestyle impact, special-assessment exposure analysis, enforcement and fine mechanics, and the exact records to request before buying.
🔵 Stablepm-decoders
Decode a home renovation or repair quote — allowances that aren't prices, exclusions that become change orders, payment schedules that shift risk, and what a comparable-bids check should cover. Use when someone asks 'is this contractor quote fair', 'decode this renovation bid', 'what should be in a contractor contract', or 'why do these three bids differ so much'. Produces a section-by-section decode, the allowance and exclusion audit, payment-schedule risk analysis, and the questions that make bids comparable.
🔵 Stablepm-decoders
Decode a home inspection report into what's cosmetic, what's expensive, and what kills deals — with repair-cost ranges and the negotiation list. Use when asked to decode my inspection report, is this inspection bad, what should I ask the seller to fix, or should I walk after inspection. Produces a findings triage (walk-risk / negotiate / cosmetic), cost ranges per item, the ask-the-seller list, and the questions for your inspector before the objection deadline.
🔵 Stablepm-decoders
Decode a home, renters, or auto insurance policy into what's actually covered, what's excluded, and what the payout math really looks like before you need it. Use when someone asks 'what does my insurance actually cover', 'decode my policy', 'is this deductible normal', or 'actual cash value vs replacement cost'. Produces a coverage decode with real payout scenarios, ranked exclusion red flags, the ACV-vs-replacement-cost math, and the questions to ask your agent before renewal.
🔵 Stablepm-decoders
Decode a residential lease into plain English and rank the clauses that can hurt you. Use when someone asks 'what am I signing', 'decode my lease', 'is this rental agreement normal', or 'can my landlord really do this'. Produces a clause-by-clause decode table, ranked red flags, break-clause and deposit math, questions to ask before signing, and what's actually negotiable.
🔵 Stablepm-decoders
Decode a personal, auto, or mortgage loan offer into what it really costs and where the traps are. Use when someone asks 'is this loan a good deal', 'decode my loan offer', 'what am I signing', or 'what will this mortgage actually cost me'. Produces a total-cost-of-loan number, APR vs advertised-rate reconciliation, ranked red flags (prepayment penalties, junk fees, rate-reset exposure), and the three questions that most change the deal.
🔵 Stablepm-decoders
Decode an itemized medical bill or EOB into plain English and find the charges worth disputing. Use when someone asks 'why is my medical bill so high', 'decode my hospital bill', 'what is this EOB saying', or 'can I negotiate this bill'. Produces a line-by-line decode, duplicate and unbundling flags, balance-billing red flags, and ready-to-read scripts for requesting an itemized bill, financial assistance, and a negotiation call.
🔵 Stablepm-decoders
Decode a moving company estimate — binding vs non-binding, the weight and cubic-feet games, valuation vs insurance, and the red flags that precede hostage-load stories. Use when someone asks 'is this moving quote legit', 'decode my moving estimate', 'binding vs non-binding estimate', or 'how do I avoid moving scams'. Produces an estimate-type decode with what-you'll-actually-pay scenarios, ranked red flags, the valuation decode, and the questions that separate real movers from brokers.
🔵 Stablepm-decoders
Decode a pay stub line by line — every deduction explained, the gross-to-net story, and the errors worth catching. Use when asked to explain my pay stub, why is my paycheck smaller than expected, what are all these deductions, or check my paycheck for mistakes. Produces a line-by-line decode, the gross-to-net waterfall, the error checklist (withholding, benefits, overtime), and the fixes to raise with payroll.
🔵 Stablepm-decoders
Decode a timeshare contract before signing — the lifetime cost math, the perpetuity and fee-escalation clauses, the rescission window, and the honest resale reality. Use when asked to review this timeshare, decode my timeshare contract, can I get out of a timeshare, or is this vacation ownership worth it. Produces the true-cost projection, the clause decode with the perpetuity traps flagged, the rescission-window computation, and — for existing owners — the legitimate exit paths vs the exit-scam checklist.
🔵 Stablepm-decoders
Decode a terms of service or privacy policy into what you're actually agreeing to, ranked by real-world impact. Use when someone asks 'what am I agreeing to', 'decode this privacy policy', 'is this ToS bad', or 'should I click accept'. Produces a ranked findings table with a 'should I care?' verdict per finding, covering data resale, arbitration and class-action waivers, unilateral changes, content licenses, and what deletion really means.
🔵 Stablepm-decoders
Decode a veterinary treatment estimate — what each line is for, which items are core vs precautionary, and how to have the options conversation nobody offers you. Use when someone asks 'is this vet estimate reasonable', 'decode my vet's treatment plan', 'do we need all these tests', or 'I can't afford this vet bill what are my options'. Produces a line-by-line decode with core/precautionary/comfort triage, the questions that surface the tiered options vets keep in reserve, and the payment and assistance paths.
🔵 Stablepm-decoders
Get the five questions that matter before you sign, buy, or agree to anything — the front door to the decoder family, routed by situation. Use when asked what should I ask before signing this, I'm about to buy X what do I check, what questions for the landlord/dealer/contractor/HR, or what am I forgetting. Produces the five highest-leverage questions for the specific situation with why each matters and what a bad answer sounds like, plus the pointer to the full decoder when one exists.
pm-engineering 47
🔵 Stablepm-engineering
Review AI-authored code for its characteristic failure modes — plausible-but-wrong logic, hallucinated APIs, over-engineering, dead scaffolding, and silent security shortcuts. Use when reviewing an AI-generated or heavily AI-assisted PR, when AI-written code keeps shipping subtle bugs, or when setting review standards for a team using coding agents. Produces a focused review with AI-specific findings, verification steps per risk class, and a team checklist for AI-authored changes. For general PR review use code-review-checklist — this skill covers what that one assumes a human wouldn't do.
🟢 Production-Readypm-engineering
Write clear, developer-facing API documentation. Use when asked to document an API endpoint, write API reference docs, create a developer guide, or turn a raw spec/Postman collection into documentation. Produces endpoint documentation with descriptions, parameters, request/response examples, and error codes.
🔵 Stablepm-engineering
Write an API versioning strategy document for a service or API platform. Use when asked to define versioning policy, plan API deprecation, classify breaking changes, or document version lifecycle. Produces a complete versioning strategy with breaking-change classification table, deprecation timeline, migration guide template, and client communication template.
🟢 Production-Readypm-engineering
Create an Architecture Decision Record (ADR) for any technical decision. Use when asked to document a technical decision, write an ADR, record an architecture choice, or capture why a technology or approach was selected. Produces a structured ADR with context, decision, consequences, and tradeoffs.
🔵 Stablepm-engineering
Produce a capacity planning document for a service covering traffic forecasts, resource requirements, and scaling strategy. Use when asked to plan infrastructure capacity, forecast resource needs, model traffic growth, define scaling strategy, or produce a capacity review for a service. Produces a structured capacity plan covering current baseline metrics, growth projections, resource requirements per tier, scaling strategy, cost projections, capacity triggers, and an infrastructure action roadmap.
🟢 Production-Readypm-engineering
Convert a git log, commit list, or release notes into a polished, user-facing changelog. Use when writing release notes, generating a CHANGELOG.md entry, or documenting what changed in a version. Produces a structured changelog section with version header, categorised changes, and migration notes. For an already-curated change list use changelog-writer instead.
🔵 Stablepm-engineering
Write a CI/CD pipeline playbook for a service or team. Use when asked to document a CI/CD pipeline, write a deployment process, define release gates, document build and test stages, or create a deployment guide. Produces a structured playbook covering pipeline stages, environment definitions, deployment gates, rollback procedures, and on-call responsibilities.
🔵 Stablepm-engineering
Activate a 4-stage coding discipline framework that forces Claude to plan before coding, isolate changes on a branch, write tests first, and self-review output twice before presenting it. Use when starting a complex coding task, when past Claude sessions produced broken first drafts, or when you want to prevent rework cycles. Produces a confirmed written plan, isolated feature branch, test-first implementation, and a double-reviewed output with a correctness and code-quality checklist.
🔵 Stablepm-engineering
Explain what a piece of code does in plain English, at the depth the reader needs. Use when asked to explain code, walk through a function, understand an unfamiliar snippet, or onboard to a file. Produces a one-line summary, a step-by-step walkthrough, the non-obvious parts called out, and any bugs or smells spotted along the way.
🟢 Production-Readypm-engineering
Generate a tailored code review checklist for any pull request based on the language, type of change, and risk level. Use when asked to review code, check a PR, review a pull request, or generate a code review checklist. Produces a focused checklist with language-specific checks, risk-level-appropriate depth, and a clear approve/request-changes recommendation.
🔵 Stablepm-engineering
Keep Claude Code sessions productive across resets with output filtering, session logging, and auto-resume. Use when starting a long or complex coding session, when previous sessions lost context mid-task, or when you need Claude to resume exactly where it left off after a reset. Produces a session.log at the project root, filtered command output that preserves context, and automatic resume of in-progress tasks after any reset.
🔵 Stablepm-engineering
Write a safe, zero-downtime database migration plan for a schema change. Use when asked to plan a database migration, design a zero-downtime schema change, document an expand/contract migration, produce a rollback procedure for a database change, or coordinate a database schema update with a deployment. Produces a structured migration plan covering migration objectives, backward compatibility analysis, expand/contract phase breakdown, exact SQL, rollback steps per phase, data validation queries, and a deployment runbook.
🔵 Stablepm-engineering
Document or design a database schema with entity relationships, table definitions, constraints, indexes, and access patterns. Use when asked to design a database, document an existing schema, model entities and relationships, define table structures, plan an index strategy, or produce a data model for review. Produces a structured schema document covering an ER diagram, table DDL definitions, index strategy, access pattern analysis, normalization decisions, and migration notes.
🔵 Stablepm-engineering
Parse error logs, stack traces, and crash reports into a structured root cause diagnosis. Use when an application is throwing exceptions, crashing, or producing unexpected errors and you need to understand why and what to fix. Produces a structured diagnosis with error classification, stack trace walkthrough, probable root cause with confidence level, affected code path, a concrete code-level fix suggestion, and ordered next debugging steps.
🔵 Stablepm-engineering
Audits project dependencies for security vulnerabilities, license compliance issues, outdated packages, and transitive dependency risk. Use when asked to audit dependencies, review package security, check license compliance, assess dependency health, or produce a vulnerability report. Produces a vulnerability findings table, license compliance matrix, update priority matrix, dependency health score, and 30-day remediation plan.
🔵 Stablepm-engineering
Resolve a dependency or version conflict (npm, pip, yarn, pnpm, Maven, Go modules) step by step. Use when an install fails with peer-dependency or version-conflict errors, packages won't co-exist, or a lockfile is fighting you. Produces the conflict explained, the resolution options ranked by safety, exact commands, and how to keep it from recurring.
🔵 Stablepm-engineering
Write a developer onboarding document for a service, codebase, or team. Use when asked to write a developer guide, service README, onboarding doc for a new engineer, codebase orientation, or getting-started guide for a technical team. Produces a structured doc covering service overview, architecture, local setup, key patterns, testing, deployment, and who to ask for what.
🔵 Stablepm-engineering
Write a disaster recovery plan for a service or system — covering RPO/RTO targets, failure scenario runbooks, backup and restore procedures, DR testing cadence, and communication templates. Use when asked to write a DR plan, document failover procedures, create recovery runbooks, define RTO/RPO targets, or prepare for a disaster recovery game day. Produces a full DR document with per-scenario recovery runbooks, backup validation procedures, testing schedule, and communication templates.
🔵 Stablepm-engineering
Build an engineering hiring rubric and technical interview scorecard for evaluating software engineers at a specific level. Use when asked to create an interview rubric, design a hiring process, build a technical scorecard, or standardize engineer evaluation. Produces a full interview scorecard, behavioral question bank, technical question set with evaluation criteria, system design rubric, and debrief agenda.
🔵 Stablepm-engineering
Write a weekly engineering status report for a team, service, or initiative. Use when asked to write a team update, weekly engineering report, sprint status email, or standing team communication to stakeholders. Produces a concise, scannable weekly report covering shipping progress, metrics, decisions, blockers, and next-week priorities.
🔵 Stablepm-engineering
Decode an error message or stack trace into a plain-English cause, the exact fix, and how to prevent it. Use when asked to explain an error, debug a stack trace, figure out why code is throwing, or make sense of a cryptic exception. Produces a structured diagnosis: what the error means, the most likely cause, a concrete fix with code, and a prevention tip.
🔵 Stablepm-engineering
Write a feature flag management guide and lifecycle playbook for a service or team — covering flag taxonomy, creation checklist, rollout strategy, monitoring requirements, cleanup policy, and governance. Use when asked to document feature flag practices, create a flag rollout plan, write a feature flag policy, or guide a team on flag lifecycle management. Produces a flag lifecycle playbook, taxonomy reference, per-flag creation template, rollout decision tree, and cleanup checklist.
🔵 Stablepm-engineering
Diagnose a tangled git situation and give the exact, safe commands to fix it. Use when asked to undo a commit, recover lost work, fix a bad merge or rebase, resolve a detached HEAD, unstage files, or get out of a git mess. Produces the diagnosis, the precise commands to run in order, what each does, and a recovery note if something goes wrong.
🟢 Production-Readypm-engineering
Write a structured incident postmortem or post-incident review. Use when asked to write a postmortem, incident report, P1/P2 review, outage report, or RCA (root cause analysis). Produces a blameless postmortem with timeline, root cause, contributing factors, impact summary, and action items.
🔵 Stablepm-engineering
Write an infrastructure-as-code review checklist and conduct a structured review of Terraform, CloudFormation, Pulumi, or Ansible code. Use when asked to review IaC code, audit infrastructure configurations, check cloud security posture, or produce a reusable IaC review checklist. Produces a structured review report with severity-categorized findings, remediation guidance, and a reusable checklist.
🔵 Stablepm-engineering
Write a load and performance testing plan for a service. Use when asked to create a performance test plan, write load testing documentation, define stress or soak test scenarios, or set performance regression gates for CI. Produces a complete test plan document with scenario definitions, k6/Locust script skeleton, threshold table, result interpretation guide, and CI integration steps.
🔵 Stablepm-engineering
Write a local development environment setup guide for a service or project — covering prerequisites, repository setup, environment variables, local service dependencies, database seeding, running the service, running tests, common gotchas, IDE recommendations, and first-contribution checklist. Use when asked to write a dev setup guide, create onboarding documentation for engineers, document local environment setup, or write a getting-started guide for a codebase. Produces a complete setup guide that a new engineer can follow from zero to running tests in under 30 minutes, with a troubleshooting section for the most common setup failures.
🔵 Stablepm-engineering
Design a microservices decomposition for a monolith or new system, defining service boundaries, ownership, communication patterns, and migration plan. Use when asked to decompose a monolith, define service boundaries, design a microservices architecture, or plan a strangler-fig migration. Produces a bounded context map, service inventory table, communication pattern decisions, data ownership matrix, migration roadmap, and risk register.
🔵 Stablepm-engineering
Write a monitoring setup guide for a service — defining what to measure, how to alert on it, and how to build the observability stack covering the four golden signals, business metrics, log strategy, distributed tracing, alerting rules, dashboard layout, and observability debt. Use when asked to set up monitoring for a service, define alerting strategy, write an observability plan, create a dashboard specification, or document logging standards for a team. Produces a metric definitions table, alert rules specification, dashboard layout wireframe, log schema, tracing setup checklist, and monitoring gap analysis.
🔵 Stablepm-engineering
Write a structured end-of-shift on-call handoff so the incoming engineer inherits state, not surprises. Use when asked to write an on-call handoff, oncall handover, shift handoff, pager handoff, or end-of-week SRE summary. Produces a handoff note with open incidents, watchlist alerts, in-flight investigations, recent changes, and one-line asks.
🔵 Stablepm-engineering
Write an on-call runbook for a service — covering alert definitions, escalation paths, common incident responses, and on-call handoff procedures. Use when asked to write an on-call guide, create alert runbooks, document escalation procedures, or prepare an on-call handoff document. Produces a structured on-call runbook with per-alert response procedures, escalation matrix, diagnostic commands, and handoff template.
🔵 Stablepm-engineering
Define and document performance budgets for a web service or application. Use when asked to set performance targets, define SLOs for latency or throughput, establish Core Web Vitals targets, create a performance baseline, or document performance regression policy. Produces a structured performance budget covering key user journeys, Core Web Vitals, backend latency SLOs, measurement tooling, CI enforcement, and breach response process.
🟢 Production-Readypm-engineering
Write a clear, structured pull request description from a git diff, branch summary, or commit list. Use when asked to write a PR description, draft a pull request, or document code changes. Produces a description with summary, motivation, changes made, testing steps, and reviewer guidance.
🔵 Stablepm-engineering
Build a regular expression from a plain-English description, or explain an existing one. Use when asked to write a regex, match/validate/extract a pattern, or understand what a regex does. Produces the regex, a token-by-token breakdown, passing and failing test cases, and notes on flavor/edge cases.
🔵 Stablepm-engineering
Write an engineering RFC (Request for Comments) for a technical decision, architectural change, or significant implementation approach. Use when asked to write an RFC, document a technical proposal, create a design doc, write an architecture decision for review, or produce a technical specification for team feedback. Produces a complete RFC document covering problem statement, motivation, proposed solution, alternatives rejected, implementation plan, migration plan, security and performance implications, observability changes, rollout plan, and open questions.
🔵 Stablepm-engineering
Write a concrete rollback plan for a risky change (deploy, migration, feature-flag flip, config rollout) so the reverse is one command away — not an improvised debate at 2am. Use when asked to write a rollback plan, back-out plan, revert plan, or 'what if we need to undo this'. Produces a rollback plan with the signals that trigger it, exact reverse commands, verification steps, data-safety notes, and a communications template.
🟢 Production-Readypm-engineering
Write an operational runbook for a service, incident type, or deployment procedure. Use when asked to write a runbook, create an ops guide, document an operational procedure, or prepare an incident response playbook. Produces a runbook with overview, prerequisites, step-by-step procedures, rollback steps, troubleshooting table, and escalation paths.
🔵 Stablepm-engineering
Write a STRIDE-based threat model for a service or feature. Use when asked to produce a threat model, document security risks, identify attack vectors, assess a service's security posture, or prepare for a security design review. Produces a structured threat model covering assets, trust boundaries, STRIDE threat enumeration per component, risk scores, mitigation controls, and residual risk sign-off.
🔵 Stablepm-engineering
Write a service catalog entry for a microservice or internal platform service — covering service identity, purpose, architecture context, SLAs, API contract summary, data classification, dependencies, operational runbooks, and known limitations. Use when asked to document a service for an internal developer portal, write a service README for a platform catalog, create a service overview page, or onboard a new service to a service registry. Produces a complete service catalog entry suitable for an internal developer portal or wiki.
🟢 Production-Readypm-engineering
Audit a Claude/Agent SKILL.md (or any AI skill / system prompt) for safety before installing or merging it. Use when asked to review a skill for security, check a prompt for injection, vet a community skill, or assess whether an instruction file is safe to run. Produces a risk-rated report of findings (prompt injection, data exfiltration, code execution, secrets, hidden text) with severity, evidence, and a clear install / don't-install recommendation.
🔵 Stablepm-engineering
Define Service Level Objectives (SLOs) and an error budget policy for a service. Use when asked to write SLOs, define SLIs, calculate an error budget, set reliability targets, or create an error budget policy. Produces a complete SLO document with SLI definitions, target calculation, error budget policy, burn rate alerts, and review cadence.
🔵 Stablepm-engineering
Analyze sprint velocity data and produce an engineering team health report covering delivery trends, capacity utilization, and improvement recommendations. Use when asked to analyze sprint velocity, review team delivery health, identify delivery risks, or produce a retrospective data analysis. Produces a velocity trend analysis, health diagnosis table, top improvement recommendations with implementation steps, and a next-sprint capacity forecast.
🔵 Stablepm-engineering
Structure a complete system design answer for interview questions or real architecture sessions. Use when asked to design a system, answer a system design interview question, or architect a solution at scale. Produces a structured answer covering requirements, capacity estimates, high-level design, component deep-dives, trade-offs, and follow-up considerations.
🔵 Stablepm-engineering
Build a technology radar for an engineering team, categorizing technologies into Adopt/Trial/Assess/Hold quadrants following the ThoughtWorks Tech Radar format. Use when asked to create a tech radar, evaluate the team's technology landscape, categorize tools and frameworks, or establish a technology strategy. Produces a full tech radar with quadrant tables, individual blip rationales, a decision trail, and a maintenance process guide.
🟢 Production-Readypm-engineering
Document and prioritize a technical debt backlog with business impact, effort estimates, and resolution strategy. Use when asked to audit technical debt, create a debt register, prioritize tech debt for a quarter, document architectural shortcuts, or build a debt reduction roadmap. Produces a structured technical debt register covering debt inventory by category, business impact per item, effort and priority scores, top-item resolution plans, and a quarterly debt reduction roadmap.
🔵 Stablepm-engineering
Write a test strategy document from a feature spec, PRD, or system description. Use when asked to create a test plan, write a test strategy, define QA approach, or plan testing for a feature or release. Produces a complete test strategy with scope, risk assessment, test types, coverage targets, and a prioritised test case outline.
🟢 Production-Readypm-engineering
Author a high-quality Agent Skill (SKILL.md) that an AI reliably triggers and executes well — strong frontmatter, a sharp description with trigger phrases, a clear output contract, quality checks, and anti-patterns. Use when asked to write a skill, create a SKILL.md, improve a skill, review a skill for quality, or contribute to a skills library. Produces a complete, SkillCheck-passing SKILL.md plus a short rationale for the key choices.
pm-focus 26
🔵 Stablepm-focus
Act as a body-double for a work session — a present, low-pressure companion that keeps you accountable and moving through the task without doing it for you. Use when asked be my body double, keep me company while I work, help me focus on this task, or I work better with someone there. Produces a session structure (goal, time block, check-in cadence), gentle presence and momentum nudges at intervals, distraction rescue when you drift, and an end-of-session acknowledgment — recreating the focus that comes from someone just being there.
🔵 Stablepm-focus
Interview you into a durable personal MEMORY.md — your decision rules, patterns, past failures, and preferences — that any AI can read to help you better, with privacy guardrails built in. Use when asked to build my memory file, help my AI remember me, create a MEMORY.md, or set up context about myself. Produces a structured personal-context file drawn out through good questions (how you decide, what you keep repeating, what you don't want to repeat), organized for an AI to use — while explicitly refusing to store sensitive data like credentials, financial, health, or others' personal info.
🔵 Stablepm-focus
Reconstruct where you were and what's next after an interruption, so a broken focus doesn't cost you the whole thread. Use when asked where was I, I got interrupted and lost my place, help me pick back up, or I forgot what I was doing. Produces a quick rebuild of the task's state from what you remember (what you'd done, what you were mid-thought on), the single next action to re-enter it, and a 'breadcrumb' habit for next time — cutting the expensive re-immersion cost that interruptions inflict, especially on ADHD brains.
🔵 Stablepm-focus
Make a decent decision when you're too depleted to think well — a low-energy protocol that protects you from bad tired-brain choices. Use when asked I'm too tired to decide, help me choose I'm exhausted, I can't think straight right now, or should I even decide this now. Produces a first check on whether this decision can simply wait until you're rested, and if not, a minimal-effort path to a safe-enough choice (default to reversible, avoid the tired-brain traps, use a simple rule) — because decisions made depleted are predictably worse, and the best move is often not to make them now.
🔵 Stablepm-focus
Honestly measure how dependent you've become on a tool, app, substance-free habit, or even AI itself — and reclaim the capability you've outsourced. Use when asked am I too reliant on, help me check my dependence on, could I function without, or I feel like I can't do anything without X. Produces a candid read on where the reliance actually is, a low-stakes test to measure it (go without, briefly), what capability has atrophied, and a plan to rebuild the muscle — because unmeasured dependence is the dangerous kind, and the fix starts with noticing.
🔵 Stablepm-focus
Tell you when to stop polishing and ship — the point where more effort stops adding real value. Use when asked is this good enough, should I keep working on this, when do I stop, or I keep tweaking this and can't let go. Produces a read on whether the thing already meets its actual bar, the diminishing-returns check (is more effort improving it or just moving it around), what genuinely still needs fixing vs what's perfectionism, and a clear ship / one-more-pass / keep-going verdict — freeing you from polishing things past the point anyone will notice.
🔵 Stablepm-focus
Give yourself a gentle, structured off-ramp from hyperfocus before it costs you sleep, meals, or the rest of your life. Use when asked I've been at this for hours, help me stop working, I can't pull myself away from this, or I lost track of time again. Produces a quick reality check on how long you've been at it and what you've neglected, a save-your-place ritual so stopping doesn't feel like losing progress, a graceful stopping point, and the transition to what you actually need to do next — because for some brains, stopping is harder than starting.
🔵 Stablepm-focus
Turn a task you repeat every week into a reusable personal skill or prompt — so you say 'do this' instead of re-explaining it every time. Use when asked help me make a skill for, turn this repetitive task into a template, I do this every week, or create a reusable prompt for this. Produces a captured spec of the repetitive task (its inputs, steps, and what good output looks like), a reusable skill/prompt you can invoke by name, and guidance on saving and refining it — lowering the barrier from AI user to AI author, one weekly task at a time.
🔵 Stablepm-focus
Break a stuck, stalled week with three tiny wins sequenced for momentum — because motion creates motivation, not the other way around. Use when asked I'm in a rut, help me get unstuck this week, I've stalled on everything, or I need momentum. Produces three small, genuinely-achievable wins ordered so each fuels the next, a deliberately easy first one to prove motion is possible, the dopamine logic behind the sequence, and a reframe that you don't need motivation to start — starting creates it — turning a paralyzed week into a moving one.
🔵 Stablepm-focus
Map your real energy through the day and week, then match your tasks to it — hard things when you're sharp, easy things when you're not. Use when asked when should I do my hard work, map my energy, why am I so unproductive at certain times, or schedule around my focus. Produces a picture of your energy peaks, troughs, and patterns from your own observations, a task-to-energy matching plan (deep work at peaks, admin at troughs), the traps you're currently falling into, and a realistic daily shape — because fighting your natural rhythm wastes your best hours on your worst tasks.
🔵 Stablepm-focus
Turn a mistake into a reusable lesson — a short, unsentimental 'here's what happened and the rule so it doesn't happen again' entry you can actually keep. Use when asked help me learn from this mistake, I keep making the same error, capture this lesson, or turn this failure into something useful. Produces an honest, blame-free autopsy of what happened, the real root cause (not the surface one), the specific rule or trigger that prevents a repeat, and a one-line entry for your growing 'failure museum' — because unexamined mistakes repeat and examined ones compound into wisdom.
🔵 Stablepm-focus
Turn a vague bad mood or 'off' feeling into a precisely-named emotion and its likely cause — because naming it is what starts to defuse it. Use when asked I feel off and don't know why, help me figure out what I'm feeling, I'm in a weird mood, or why am I upset. Produces a short, gentle inquiry that distinguishes the actual emotion from the fog (anxious vs frustrated vs lonely vs overwhelmed), its most likely trigger, what the feeling might be pointing at, and one small thing that tends to help that specific state — never diagnosing, just helping you locate yourself.
🔵 Stablepm-focus
Get the single honest thing you're avoiding about a situation — said kindly but not softened away. Use when asked tell me the hard truth, what am I avoiding here, be honest with me about this, or what do I not want to hear. Produces the one thing you already half-know but keep sidestepping, said plainly and with care (not cruelty), why it's hard to face, and what facing it would actually make possible — because the truth you're avoiding is usually the one that would change things, and a kind voice can say what your own keeps ducking.
🔵 Stablepm-focus
When everything feels urgent and equally impossible, sort it fast into do-now / schedule / drop / delegate — so the panic becomes a short, calm list. Use when asked everything is urgent, I'm drowning in tasks, help me triage, or I can't tell what actually matters right now. Produces your overwhelming pile sorted into four clear buckets, the honest 'actually drop this' calls most people won't make themselves, the one thing to do right now, and relief from the false belief that everything must be done immediately.
🔵 Stablepm-focus
Write the manual for how you work best — your energy, triggers, communication style, and non-negotiables — to share with a manager, team, or partner (or to know yourself). Use when asked to write my user manual, how I work best, a working-with-me guide, or help my team understand me. Produces a clear one-pager covering how you communicate, when you're at your best, what drains you, how you like feedback, and your non-negotiables — turning invisible friction into stated expectations, so people can work with you instead of around you.
🔵 Stablepm-focus
Reframe a hard choice through the lens of future regret — which option will you regret less at 80? — to cut through short-term noise. Use when asked which will I regret less, help me decide with the long view, I don't want to look back and wish, or use the regret test on this. Produces each option projected forward to old age (the regret of doing it vs not), a distinction between action-regret and inaction-regret (people regret inactions more), the fear that's really driving the hesitation, and the choice that best minimizes lifelong regret — for the decisions that echo.
🔵 Stablepm-focus
Reread a harsh message, criticism, or perceived slight without the emotional spike — separate what was actually said from what your brain is amplifying. Use when asked this message really stung, am I overreacting to this, help me not spiral over this feedback, or did they mean it that way. Produces a calm read of what was literally said vs the story you've layered on, a check on the most likely (usually more neutral) intent, whether any action is actually warranted, and a grounded response option — easing the disproportionate sting that rejection-sensitive brains feel.
🔵 Stablepm-focus
Get an honest read on whether to quit or keep going on a project, job, hobby, or goal that's become a slog — distinguishing a dip worth pushing through from a dead end worth leaving. Use when asked should I quit this, is it time to give up on, push through or walk away, or I don't know if I should keep going. Produces a diagnosis of whether you're in a temporary dip or a genuine dead end, the sunk-cost and identity traps clouding the call, honest signals pointing each way, and a clear push / pivot / quit recommendation — because both quitting too early and quitting too late are expensive.
🔵 Stablepm-focus
Gut-check a message before you send it — is it going to land the way you intend, or will you regret it in an hour? Use when asked should I send this, is this message okay to send, check this before I hit send, or will I regret this text/email. Produces a read on how the message will actually land for its recipient, the parts that could be misread or that you're sending from emotion, whether now is the right time to send it at all, and a calmer rewrite if needed — catching the hot, snippy, or oversharing message before it does damage you can't undo.
🔵 Stablepm-focus
Break an analysis-paralysis loop on a small or reversible decision — set a limit, force a call, and move on. Use when asked I'm overthinking this, help me just decide, I keep going back and forth, or this shouldn't be so hard. Produces a quick read on whether this decision even deserves deliberation (most don't), the realization that the options are probably close enough that it doesn't matter much, a forced pick via a simple rule, and permission to move on — because the overthinking is costing more than a slightly-wrong choice ever would.
🔵 Stablepm-focus
Shrink a task you're avoiding down to a first step so small it's almost impossible not to do — beating activation-energy paralysis. Use when asked I can't get started on, help me start this task, this feels too big to begin, or break this down so I can start. Produces the dreaded task decomposed to a laughably tiny first physical action (open the doc, write one sentence), why that specific step lowers the barrier, and the next couple of micro-steps — so starting stops requiring willpower.
🔵 Stablepm-focus
Break the paralysis on the thing you keep not starting with a 2-minute launch sequence — a countdown into motion before the resistance can win. Use when asked I keep putting this off, help me finally start, I've been avoiding this for days, or I can't make myself begin. Produces a diagnosis of what flavor of resistance is stopping you, a 2-minute launch move matched to it, a literal countdown into action, and a bare-minimum win definition — designed to convert avoidance into motion in the next 120 seconds, not to make a plan for later.
🔵 Stablepm-focus
Cut a full plate down to the single highest-leverage move — the one thing that, done today, makes everything else easier or unnecessary. Use when asked what's the one thing I should focus on, help me prioritize, I have too much on and need to focus, or what matters most today. Produces your list weighed by leverage (not urgency or ease), the single most important thing surfaced with why it beats the rest, permission to let the rest wait, and a first step into it — because doing the one thing that matters beats doing ten that don't.
🔵 Stablepm-focus
Turn an anxious spiral into a concrete list — separate the specific worries from the vague dread, sort what you can act on from what you can't, and get one action. Use when asked help me with my anxiety spiral, I can't stop worrying about, my mind won't stop racing, or break down what I'm anxious about. Produces the swirling worry pulled apart into named, specific concerns, each sorted into can-act-on vs can't-control vs not-actually-likely, a single action for the actionable ones, and a way to set down the rest — because a spiral is fog, and a list is manageable. Not therapy.
🔵 Stablepm-focus
A short weekly ritual that clears the mental backlog, picks the one thing that matters, and keeps you honest about your dependence on autopilot. Use when asked run my weekly reset, help me plan my week, my weekly check-in, or get me unstuck for the week. Produces a quick brain-dump and triage of what's on you, the single most important focus for the week, the stuck things and their tiny first steps, and a self-check on where you're coasting or over-relying — a recurring executive-function reset rather than a one-off fix.
🔵 Stablepm-focus
Turn a chaotic pile of everything-in-your-head into one clear first action — the antidote to the paralysis of too much at once. Use when asked I don't know where to start, I'm overwhelmed with everything I have to do, help me get going, or just tell me what to do first. Produces your brain-dump organized into a simple ordered list, the single next physical action to take right now, and the rest deliberately hidden so it can't overwhelm — outsourcing the executive-function job of structuring, so you can just execute.
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🔵 Stablepm-lifeadmin
Cut through the model soup to buy the right appliance — the features that actually matter for you, the ones that are marketing, and when to buy. Use when asked which [fridge/washer/dishwasher] should I buy, help me choose an appliance, what features do I need, or is this appliance worth it. Produces a needs-based feature shortlist (must-have vs nice-to-have vs marketing fluff), fit and capacity checks, reliability and running-cost considerations, warranty/extended-warranty guidance, and timing tips — flagging to verify current models, prices, and specs before buying.
🔵 Stablepm-lifeadmin
Negotiate a car purchase without getting played — know the real target price, handle the dealership tactics, and keep the financing and add-ons from eating your savings. Use when asked to help me negotiate a car, buy a car without getting ripped off, what should I pay for this car, or dealership negotiation tips. Produces a target-price approach (research the out-the-door price), the dealer tactics to expect and counters, guidance on separating price/trade/financing, the add-ons to decline, and a walk-away plan — flagging to verify current pricing and rates.
🔵 Stablepm-lifeadmin
Organize care for an aging or ill family member across multiple helpers — the shared care map, a fair rotation with backup rules, the information binder, and family-meeting agendas that prevent the one-sibling-does-everything spiral. Use when asked help me coordinate care for my mom, my siblings and I need to split caregiving, organize care for a sick family member, or set up a care schedule. Produces the care map of needs and coverage, the rotation schedule with escalation rules, the binder outline, and the family meeting agenda.
🔵 Stablepm-lifeadmin
Write a firm, effective complaint letter that gets a resolution. Use when asked to write a complaint letter, complain to a company about a product/service, escalate poor service, or demand a refund/replacement. Produces a structured complaint — the facts, the impact, the specific resolution you want, and a deadline — in a firm, professional tone that's hard to ignore and easy to act on.
🔵 Stablepm-lifeadmin
Handle a dispute with a contractor — unfinished work, poor quality, overcharging, or a no-show — with a path that protects your money and your options. Use when asked to deal with a contractor dispute, my contractor did bad work / won't finish / overcharged, or how to get a builder to fix their work. Produces a read on your position (contract, payments, evidence), a firm-but-professional communication and demand path, documentation and payment-leverage guidance, and escalation options (mediation, licensing board, chargeback, small claims) — flagging that it's not legal advice.
🔵 Stablepm-lifeadmin
Declutter a room (or a whole home) with a plan that actually finishes — a sensible order, quick decision rules, and a way to keep it from creeping back. Use when asked how to declutter, help me declutter my [room], I'm overwhelmed by clutter, or a decluttering plan. Produces a room-by-room order, a decision framework for keep/donate/sell/toss, time-boxed sessions sized to your energy, where to route the outflow, and habits to stop the clutter returning — without demanding you become a minimalist or do it all in one heroic weekend.
🔵 Stablepm-lifeadmin
Write a letter to dispute an incorrect charge, bill, or record. Use when asked to dispute a credit-card charge, contest a bill or invoice, challenge a credit-report error, or formally dispute a fee. Produces a clear dispute letter — what's being disputed, why it's wrong, the evidence, and the correction requested — in the firm, paper-trail tone these situations need.
🔵 Stablepm-lifeadmin
Prepare for a doctor's appointment so the 12 minutes actually get used — the symptom timeline in the format clinicians think in, the prioritized question list, and the advocacy scripts for being heard. Use when asked help me prepare for my doctor appointment, what should I tell my doctor, organize my symptoms, or I always forget what to ask. Produces the one-page visit sheet: symptom history with timeline, medications, the top-3 questions, and the phrases that get concerns taken seriously.
🔵 Stablepm-lifeadmin
Help someone write a eulogy — the hardest writing most people ever do, at the worst possible time. Use when someone must speak at a funeral or memorial and doesn't know where to start, or has fragments and no shape. Produces a 3-5 minute eulogy built from their memories in their voice, plus a delivery copy formatted for shaking hands — gentle process, no interrogation, nothing invented.
🔵 Stablepm-lifeadmin
Appeal a parking ticket, penalty charge, or administrative fine with the grounds that actually get appeals granted — not indignation. Use when someone got a ticket/fine/penalty notice and either has a legitimate case or wants an honest read on whether they do. Produces a short formal appeal letter built on recognised grounds (signage, procedure, mitigation, first-offence discretion), the evidence checklist, and a candid win-likelihood note — or the honest advice to just pay it.
🔵 Stablepm-lifeadmin
Work out whether a delayed, cancelled, or overbooked flight likely owes you compensation — and draft the claim with the right rule cited. Use when asked about flight delay compensation, my flight was cancelled/delayed/overbooked, am I owed money for this flight, or how do I claim EU261. Produces an eligibility read against the likely-applicable regime (EU261/UK261/US DOT-style and airline duty-of-care), the amount band, the claim letter with flight details, and the evidence to attach — flagging what to verify because rules and thresholds change.
🔵 Stablepm-lifeadmin
Cut your home energy bills with a prioritized plan — the free and cheap fixes first, then the upgrades that actually pay back. Use when asked how to lower my energy bill, make my home more energy efficient, reduce heating/cooling costs, or save energy at home. Produces a read on where your energy (and money) likely goes, a ranked list of fixes from free behavior changes to low-cost improvements to bigger investments with payback estimates, quick wins to start today, and what to measure — flagging that savings and any rebates depend on your home and region.
🔵 Stablepm-lifeadmin
Make sense of a home-inspection report before you buy — what's serious vs cosmetic, what to negotiate, and what to investigate further. Use when asked to explain my home inspection, is this inspection finding serious, what should I negotiate after inspection, or decode my inspection report. Produces a triage of findings by severity (safety/structural/expensive vs minor/cosmetic), plain-English translations, the items worth a repair credit or price negotiation, what warrants a specialist follow-up, and a walk-vs-proceed read — flagging that the inspector and specialists are the authority.
🔵 Stablepm-lifeadmin
Build a seasonal home-maintenance calendar so the small upkeep gets done before it becomes an expensive repair. Use when asked for a home maintenance schedule, what should I do to maintain my house, seasonal home checklist, or home upkeep plan. Produces a month-by-month/seasonal task list tuned to your home type and climate, grouped by system (roof, HVAC, plumbing, exterior, safety), a note of what's DIY vs pro, the highest-consequence tasks not to skip, and a simple way to track it — so upkeep is routine, not reactive.
🔵 Stablepm-lifeadmin
Write a clear insurance claim letter or appeal that supports a payout. Use when asked to write an insurance claim, file a claim letter, document a loss for insurance, or appeal a denied claim. Produces a structured claim — policy and incident details, the documented loss, the amount claimed, and the evidence — or an appeal that rebuts the denial reason, ready to submit.
🔵 Stablepm-lifeadmin
Request your medical records and actually get them — what to ask for, the request letter that can't be shuffled aside, the timelines and fee rules to cite (jurisdiction-flagged), and the escalation path for stonewalls. Use when asked how do I get my medical records, write a records request, my doctor's office won't send my records, or what records should I collect. Produces the itemized request letter, the delivery and format choices decoded, the follow-up ladder, and the personal health-file structure for keeping them.
🔵 Stablepm-lifeadmin
Turn a move date into a calm, timed plan — every address change, utility switch, deposit-recovery step, and packing wave scheduled so nothing gets missed at the worst possible moment. Use when asked to plan a house move, I'm moving and don't know where to start, make a moving checklist, or what do I need to do before I move. Produces a countdown checklist by week, the address-change and utilities list, a deposit/deposit-recovery track for renters, a room-by-room packing plan, and a moving-day and first-night essentials kit — tuned to your situation.
🔵 Stablepm-lifeadmin
Decode a moving-company quote and spot the lowball, the padding, and the outright scam before you book. Use when asked to check a moving quote, is this mover legit, compare moving estimates, or avoid moving scams. Produces a read on the quote type (binding vs non-binding vs 'not to exceed') and what it really means, the red flags of moving scams (big deposits, no in-home/video survey, low-then-hostage pricing), the questions to ask and credentials to verify, an apples-to-apples comparison, and how to protect yourself on moving day.
🔵 Stablepm-lifeadmin
Handle a neighbor conflict — noise, boundaries, parking, shared costs, pets — with a measured approach that de-escalates first and keeps a paper trail if it has to go formal. Use when asked to deal with a neighbor dispute, my neighbor is [too loud / over the boundary / blocking me], how do I talk to my neighbor about, or write a letter to my neighbor. Produces a read on the situation, a calm first conversation or friendly note, a firmer written follow-up if that fails, the documentation habit for escalation, and the right next step (mediation / landlord / HOA / council) — steering away from making it worse.
🔵 Stablepm-lifeadmin
Turn the pre-baby chaos into a staged logistics plan — leave paperwork, insurance deadlines, the hospital-bag/home-setup checklists, and the first-two-weeks operating plan with named owners. Use when asked help me prepare for a baby, what do I need to do before my due date, set up our parental leave plan, or newborn logistics checklist. Produces the countdown timeline by trimester-week, the deadline-driven paperwork list, and the week-1–2 operating plan both partners can run exhausted.
🔵 Stablepm-lifeadmin
Work down the cost of a prescription systematically — the generic and therapeutic-alternative conversation, discount programs vs insurance math, pharmacy price variance, and manufacturer/assistance programs, in the order that saves the most first. Use when asked my prescription is too expensive, how do I save on my meds, is there a cheaper version of this drug, or I can't afford my medication. Produces the cost-reduction ladder for the specific prescription, the scripts for pharmacist and prescriber conversations, and the never-do list (skipping doses is not a savings plan).
🔵 Stablepm-lifeadmin
Find out whether something you own — a car, appliance, car seat, food item, or gadget — is under a safety recall, and what to do about it. Use when asked to check for a recall, is my [product] recalled, I heard about a recall on, or how do I find out if my car/appliance is affected. Produces a structured way to check by make/model/batch against the official sources, how to read whether your specific unit is affected, the free remedy you're owed, urgency triage for safety risks, and how to register for future recall alerts — flagging that you must confirm against the current official database.
🔵 Stablepm-lifeadmin
Write a credible, specific letter of recommendation or reference. Use when asked to write a reference letter, a letter of recommendation, a character reference, or to recommend someone for a job, school, or tenancy. Produces a structured reference — your relationship, specific evidence of their strengths, a comparative endorsement, and a clear recommendation — tailored to what the reader is deciding.
🔵 Stablepm-lifeadmin
Plan a move — across town or across a border — as a dependency-ordered project: the lease/housing chain, address-change cascade, utilities cutover, movers, and the go-bag for the gap days. Use when asked help me plan my move, relocation checklist, I'm moving in six weeks what do I do, or moving to another country logistics. Produces the dependency-ordered timeline, the address-change cascade list, the cutover schedule for both homes, and the moving-day run sheet.
🔵 Stablepm-lifeadmin
Turn a renovation idea into a realistic scope, budget, and sequence before you hire anyone — so you go in informed instead of getting sticker-shocked or scoped. Use when asked to plan a renovation, budget for a remodel, how much will renovating [X] cost, or scope my home project. Produces a scoped breakdown of the work, a realistic budget range with a contingency, the sequence and rough timeline, must-decide-early choices, where costs balloon, and what to line up before getting quotes — flagging that local prices and permits vary, so verify with real quotes.
🔵 Stablepm-lifeadmin
Write a standout rental application / cover letter to a landlord or letting agent. Use when asked to write a rental application, a letter to a landlord, a renter cover letter, or to strengthen an application for a competitive rental. Produces a concise renter profile and cover letter — who you are, why you're a reliable tenant, your evidence, and a clear ask — that helps a landlord choose you.
🔵 Stablepm-lifeadmin
Get a second medical opinion without torching the first relationship — when it's warranted, how to raise it with the current doctor, the records package the consulting doctor needs, and how to weigh two opinions that disagree. Use when asked should I get a second opinion, how do I ask for a second opinion without offending my doctor, what records do I send, or the two doctors disagree now what. Produces the warranted-or-not framing, the raising-it scripts, the records checklist, and the disagreement-weighing framework.
🔵 Stablepm-lifeadmin
Build a maintenance schedule for your car so it stays reliable and holds value — the service intervals, the DIY-vs-shop split, and the checks that prevent breakdowns and rip-offs. Use when asked for a car maintenance schedule, what maintenance does my car need, how to keep my car running, or am I being upsold at the mechanic. Produces an interval-based schedule keyed to your vehicle and driving, the essential do-not-skip items, DIY vs professional, seasonal checks, and how to spot unnecessary upsells — flagging that your owner's manual is the authority.
🔵 Stablepm-lifeadmin
A best-man/maid-of-honour/parent wedding toast that actually lands — funny without roasting, moving without syrup, short enough that nobody checks their phone. Use when someone has to give a wedding speech and has either nothing or a dangerous first draft. Produces a 2-4 minute toast built on one good story, plus delivery notes and the three jokes to cut.
pm-money 22
🔵 Stablepm-money
Get a bank fee waived or refunded — overdraft, late, maintenance, ATM, or foreign-transaction — with the ask written and the leverage that works. Use when asked to get a bank fee refunded, waive my overdraft fee, the bank charged me a fee, or how to get charges reversed. Produces a read on which fees are commonly reversible, the script to request a refund (in person, chat, or call), the loyalty/first-time/error leverage to use, and how to prevent the fee recurring — plus when to escalate or switch banks.
🔵 Stablepm-money
Decide when to buy a big-ticket item to get the best price — the sales cycles, model-refresh timing, and 'buy now vs wait' math for the specific thing you want. Use when asked when's the best time to buy [item], should I wait for a sale, is now a good time to buy, or when do [products] go on sale. Produces the typical discount calendar for that category, whether a new model/version is due (and if the current one will drop), a buy-now-vs-wait recommendation for your timeline, and price-tracking tactics — flagging that timing is a guide, not a guarantee.
🔵 Stablepm-money
Build a realistic personal monthly budget from someone's income and expenses. Use when asked to make a budget, plan monthly spending, allocate income, or get finances under control. Produces a categorized budget (a 50/30/20-style allocation tuned to their reality), a surplus/shortfall number, and concrete next moves. Educational, not regulated financial advice.
🔵 Stablepm-money
Work out whether you're eligible for a class-action settlement or refund program — and actually file the claim before the deadline. Use when asked am I owed money from a settlement, is there a class action for [product/company], how do I claim a settlement, or did I qualify for that refund. Produces a way to check for relevant settlements, an eligibility read against the class definition, the proof you need and how to file, deadline tracking, and honest expectations on payout size — plus how to avoid fake-settlement scams. Not legal advice.
🔵 Stablepm-money
Respond to a debt collector correctly — know your rights, make them prove the debt, and avoid the mistakes that reset the clock or admit liability. Use when asked how to deal with a debt collector, a collection agency is contacting me, is this debt real, or respond to a collections letter. Produces a validation/proof-of-debt request, a rights-aware read on what collectors can and can't do, guidance on statute-of-limitations and not accidentally restarting it, a communication and record-keeping plan, and escalation if they break the rules. Not legal advice.
🔵 Stablepm-money
Build a debt-payoff plan across multiple debts using the avalanche or snowball method. Use when asked to pay off debt, tackle credit cards/loans, or choose between avalanche and snowball. Produces an ordered payoff schedule, the total interest and time for each method, and a clear recommendation. Educational, not regulated financial advice.
🔵 Stablepm-money
Get your affairs in order before you need to — a will/beneficiary/healthcare-directive checklist and the 'what my family needs to find' document, in the right order. Use when asked to help with estate planning, make a will checklist, get my affairs in order, or prepare what my family needs if something happens to me. Produces the estate-planning checklist ranked by priority, the document-locator sheet, the key decisions to make, and the professional-help flags — for the living, not the executor. Complements the estate/after-death pack.
🔵 Stablepm-money
Audit spending to find leaks — recurring subscriptions, creep, and cuttable costs — ranked by impact. Use when asked to cut expenses, review subscriptions, find where money is going, or free up cash. Produces a categorized spend breakdown, a ranked list of cuts with dollar amounts, and the annualized savings. Educational, not regulated financial advice.
🔵 Stablepm-money
Reclaim value stuck in gift cards, store credit, and forgotten balances — check what's left, use it before it's lost, and know your rights on expiry and cash-back. Use when asked to use up a gift card, I have store credit I forgot about, do gift cards expire, or get cash for a gift card. Produces a way to find and check balances, the rules on expiry and dormancy for your region, options to use/convert/sell partial balances, guidance on cashing out small remainders where allowed, and how to avoid the common gift-card scams.
🔵 Stablepm-money
Scan a bill, contract, or quote for junk and hidden fees — the padding buried in the fine print — and get them questioned or removed. Use when asked to check this bill for hidden fees, are these charges legit, what am I actually paying for, or review this quote for junk fees. Produces a line-by-line read flagging suspicious/vague/padded charges, which are commonly negotiable or bogus, the questions to ask and script to dispute them, and an estimate of what you could save — across bills like telecom, hotels, cars, banking, and services.
🔵 Stablepm-money
Draft a personal investing policy statement (IPS) — the rules someone sets for their own investing. Use when asked to define an investment strategy, set a target asset allocation, or write rules to avoid panic-driven decisions. Produces a structured IPS: goals, risk tolerance, target allocation, contribution & rebalancing rules, and what NOT to do. Educational, not regulated financial advice.
🔵 Stablepm-money
Negotiate a recurring bill down — internet, phone, insurance, cable, gym — with a ready-to-read script, the competitor leverage that actually moves the price, and exactly what to say when they say no. Use when asked to lower my bill, negotiate my internet/phone bill, my provider raised my price, or how do I get a discount on [service]. Produces a call-or-chat script in your words, the specific leverage for your situation, a fallback ladder (discount → downgrade → cancel lever), and a note of what to write down so the promised deal actually sticks.
🔵 Stablepm-money
Decide where your next dollar should go — the order to tackle emergency fund, high-interest debt, retirement match, and saving/investing — so you stop guessing and build momentum. Use when asked what should I do with my money first, pay off debt or save, where to put extra money, or help me prioritize my finances. Produces a personalized order-of-operations for your situation, the reasoning for each step, where you are on the ladder and the next concrete move, and honest flags on the judgment calls. Educational — not financial advice.
🔵 Stablepm-money
Produce a personal net-worth statement — assets minus liabilities — and a way to track it. Use when asked to calculate net worth, summarize finances, or set up net-worth tracking. Produces a categorized assets/liabilities statement, the net-worth figure, liquidity and debt ratios, and a tracking cadence. Educational, not regulated financial advice.
🔵 Stablepm-money
Get a retailer to match a lower price you found — or refund the difference when the price drops right after you bought — with the request written and the exact proof to show. Use when asked for a price match, I found it cheaper somewhere else, the price dropped after I bought it, or can I get a price adjustment. Produces the policy-aware request, the evidence that qualifies, the eligibility read (what usually counts vs excludes), and a fallback if they won't match.
🔵 Stablepm-money
Figure out the best card or payment route for a purchase (or your everyday spending) to maximize cashback/points — without overspending or drowning in complexity. Use when asked which card should I use for [purchase], maximize my credit card rewards, best card for [category], or optimize my points. Produces the best-value route for the spend from the cards/programs you actually have, a simple everyday cheat-sheet by category, redemption tips, and honest guardrails (pay in full, don't chase points into debt or clutter). Not financial advice.
🔵 Stablepm-money
Turn a savings goal into a month-by-month funding plan. Use when asked to save for something (emergency fund, house deposit, trip, big purchase), or to figure out how much to set aside each month. Produces the required monthly contribution, a timeline, milestones, and trade-offs if the target date is too aggressive. Educational, not regulated financial advice.
🔵 Stablepm-money
Surface the personal tax deductions and credits you might be missing — so you can research them or raise them with your tax preparer before you file. Use when asked what tax deductions can I claim, am I missing any tax breaks, deductions for [job/situation], or help me lower my tax bill. Produces a tailored list of commonly-missed deductions/credits for your situation, what records each needs, the ones worth digging into, and clear flags to verify against current rules or a professional. Educational — not tax advice, and rules vary by country and year.
🔵 Stablepm-money
Track down money that's yours but forgotten — dormant accounts, old deposits, uncashed checks, lost pensions, insurance payouts, and unclaimed-property funds. Use when asked to find unclaimed money, is there money owed to me, find a lost account/pension, or search unclaimed property. Produces a checklist of where forgotten money hides, how to search the official (free) registries for each type, what proof you'll need to claim it, and a strong warning to only use official free searches and never pay a 'finder' up front. Not financial advice.
🔵 Stablepm-money
Decide whether to switch energy, broadband, or mobile providers — compare the real total cost, dodge the traps, and time it right. Use when asked should I switch energy/broadband/mobile providers, compare utility deals, is this a good energy tariff, or help me switch and save. Produces an apples-to-apples comparison (total annual cost, not headline rate), the traps to check (intro-then-jump pricing, exit fees, contract length), a switch/stay recommendation, the switching steps, and reminders to verify current prices on a comparison source.
🔵 Stablepm-money
Get a broken product repaired, replaced, or refunded under warranty — with the claim message written, the proof to attach, and the consumer-law backstop for when 'out of warranty' isn't the whole story. Use when asked to make a warranty claim, my [product] broke and it's still under warranty, the manufacturer won't honor the warranty, or how do I get this fixed for free. Produces a ready-to-send claim message, the exact evidence to include, the repair-vs-replace-vs-refund position, and an escalation ladder for when the first answer is no.
🔵 Stablepm-money
Make a smart plan for a lump sum — a bonus, inheritance, tax refund, settlement, or sale — so it builds your future instead of evaporating into lifestyle. Use when asked what should I do with a windfall, I came into some money, how to use a bonus/inheritance/tax refund, or don't want to waste this money. Produces a cool-off-first plan, a tax/obligations check, an allocation across foundation-building, goals, and a guilt-free fun slice, and cautions against the classic windfall traps and the vultures that appear. Educational — not financial advice.
pm-thinking 25
🔵 Stablepm-thinking
Surface the hidden assumptions a plan or belief rests on, then test what happens when each one is wrong. Use when asked what am I assuming here, check my assumptions, what if I'm wrong about, or stress-test my thinking. Produces the unstated assumptions your conclusion depends on (ranked by how load-bearing they are), a flip of each to see which one breaking would change everything, and the cheapest way to check the riskiest ones — because the assumption you didn't know you were making is what sinks plans.
🔵 Stablepm-thinking
Stress-test a decision or claim through a sharp, fair Q&A — the questions a good lawyer or skeptical friend would ask before you commit. Use when asked to cross-examine me, ask me hard questions about this, interrogate my plan, or make me defend this. Produces a sequenced line of probing questions (from clarifying to challenging to the killer question), space to answer, and a debrief on where your answers were strong, evasive, or exposed a gap — so weaknesses surface in private before they surface in public.
🔵 Stablepm-thinking
Run a decision past a panel of clashing advisors — an optimist, a pessimist, a numbers person, an ethicist, and future-you — then get a chair's verdict. Use when asked to help me decide, weigh this decision, what should I do about, or run this by different advisors. Produces each advisor's honest take on the decision (each committed to their lens), where they disagree most, the question that would break the tie, and a chair's recommendation that weighs the panel — turning a lonely choice into a structured board meeting.
🔵 Stablepm-thinking
Argue hard against whatever you just concluded — so your decision has to survive a real challenge instead of an echo chamber. Use when asked to play devil's advocate, argue against this, challenge my conclusion, or talk me out of it. Produces the strongest case against your position, the uncomfortable questions you're avoiding, the evidence that cuts the other way, and an honest read on whether your conclusion survives the challenge — deliberately countering the 'that's a great idea!' agreement bias.
🔵 Stablepm-thinking
Put one situation in front of three professionals chosen to disagree — the lawyer, the accountant, and the therapist read the same divorce — each ruling independently, with the conflicts surfaced in a disagreement table instead of blended into mush. Use when asked for different professional perspectives, what would a lawyer versus an accountant say, I keep getting one-sided advice, or pressure-test this from multiple angles. Produces three independent readings, the disagreement table with why the frames diverge, and the decision map of which expert to weight for which sub-decision. The anti-consensus skill: it never averages.
🔵 Stablepm-thinking
Talk through a decision out loud with a patient thinking partner that reflects your reasoning back, so the answer you already half-know becomes clear. Use when asked help me think this through, I need to talk this out, be my sounding board, or I don't know what I actually think. Produces a structured reflection of your own reasoning — what you've actually said, the values driving it, the contradictions and gaps, and the question that would clarify it — acting as a rubber-duck / sounding board rather than handing you an answer you didn't reach yourself.
🔵 Stablepm-thinking
Answer a question five completely different ways — as five independent minds with clashing worldviews — then converge on what survives. Use when asked for multiple perspectives, look at this from every angle, what would different people think, or give me a range of views not one answer. Produces five genuinely distinct takes (each committed to one worldview, not hedged), the tensions between them made explicit, and a final synthesis that keeps what's strongest — deliberately widening the range before narrowing it.
🔵 Stablepm-thinking
Strip a problem down to what's actually true — the physics, economics, and human basics — and rebuild the answer from there, ignoring 'how it's normally done'. Use when asked to think from first principles, why is this done this way, challenge the assumptions here, or rebuild this from scratch. Produces the problem reduced to its fundamental truths, the inherited assumptions and conventions named and questioned, and a solution reasoned up from the basics — which often looks nothing like the default because the default was just copied.
🔵 Stablepm-thinking
Bring three versions of future-you into a decision — you in a week, in a year, and in ten years — because they each want different things. Use when asked what would future me want, will I regret this, think long-term about this choice, or help me decide for the long run. Produces each future self's honest take on today's decision, where they conflict (short-term relief vs long-term payoff), whose vote should weigh most given what's at stake, and the choice that best serves the future-you that matters here.
🔵 Stablepm-thinking
Separate raw idea-generation from judgment so creativity isn't strangled by your inner critic — diverge with zero evaluation, then switch to hard critique. Use when asked to brainstorm properly, help me come up with ideas without shutting them down, I keep censoring my own ideas, or separate creating from editing. Produces a pure generation pass (quantity, no judging, no hedging, wild allowed), a clean break, then a separate ruthless critique pass that scores and prunes — because doing both at once produces neither.
🔵 Stablepm-thinking
Generate a big, wide spread of ideas for anything by running the prompt through many different lenses at once, then clustering and picking. Use when asked to brainstorm ideas for, give me lots of options, help me come up with, or I need ideas for. Produces a high-volume, deliberately varied idea list generated across multiple angles (safe, wild, cheap, ambitious, weird, opposite), grouped into themes, and a shortlist of the most promising — maximizing range so you're not choosing from three obvious options.
🔵 Stablepm-thinking
Solve a problem backwards — ask how to guarantee the worst outcome, then avoid all of it. Use when asked to help me not fail at, what could go wrong with, how do I avoid messing up, or think about this in reverse. Produces the inverted question (how to guarantee failure), the specific ways you'd cause the disaster, and then the plan that is simply the avoidance of each — often clearer and more actionable than trying to plan success directly, because failure modes are more concrete than success factors.
🔵 Stablepm-thinking
Get an honest verdict on whether something you made is actually good — not the reflexive 'this is great!' but a real, criteria-based judgment. Use when asked is this actually any good, be honest is this good enough, rate this honestly, or don't just say it's great. Produces a grounded assessment against real standards for the format, a clear verdict (great / good / fine / not there yet), the specific things holding it back from the next level, and what it would take to get there — deliberately overriding AI's flattery default.
🔵 Stablepm-thinking
Get the take of the specific experts a situation actually needs — a lawyer, a therapist, an accountant, a doctor-minded thinker, whoever fits — each in their own voice. Use when asked what would a [profession] say, get expert perspectives on this, who should I be thinking like here, or what am I missing that a pro would catch. Produces a panel of the right domain experts for your situation, each flagging what a layperson would miss, where they'd disagree, and what to verify with a real professional — never a substitute for licensed advice on serious matters.
🔵 Stablepm-thinking
Get only the weaknesses in something you made — no praise, no encouragement padding, just the holes and how to fix them. Use when asked to poke holes in this, tell me what's wrong with this, critique this honestly, or don't be nice about it. Produces a focused list of the real problems in your draft, plan, argument, or code — ranked by severity, each with why it's a problem and a concrete fix — deliberately stripping the 'this is great!' padding that AI and polite humans add and you don't need.
🔵 Stablepm-thinking
Imagine your plan already failed, then get five independent 'here's why it died' stories — before you commit. Use when asked to pre-mortem this, why might this fail, what are the risks before I start, or imagine this went wrong. Produces five distinct failure narratives (each from a different cause — execution, timing, people, external, wrong-assumption), the most likely and most lethal among them, the early warning signs of each, and the specific mitigations worth doing now — catching failures while they're still cheap to prevent.
🔵 Stablepm-thinking
Attack your own plan the way a smart adversary would — find the weakest point, the thing you're hoping nobody notices, and where it breaks under pressure. Use when asked to red-team this, attack my plan, find the holes, or where does this break. Produces an adversarial breakdown of the plan's weakest points, the single move an opponent (or reality) would make to break it, the part you're quietly hoping holds, and the fixes that close the biggest gaps — a hostile stress-test done by your own side, before someone else does it for real.
🔵 Stablepm-thinking
Take the option you dismissed in two seconds and build the strongest possible case for it — to check whether your fast 'no' was wisdom or just bias. Use when asked to steelman this, make the case for the option I rejected, argue the other side properly, or why might the weird choice be right. Produces the strongest honest argument for the dismissed option, the conditions under which it's actually the best choice, what your quick rejection assumed, and a fair verdict on whether the reconsideration changes anything — the opposite of a strawman.
🔵 Stablepm-thinking
Scan a plan, draft, or idea for the generic, textbook, everyone-would-say-that lines — and push each toward something sharper and more specific. Use when asked is this too generic, make this less boring, why does my plan feel bland, or spot the clichés in my thinking. Produces a line-by-line flag of the mediocre and predictable parts, why each is forgettable, and a sharper, more specific, or more surprising alternative for each — so the output stops sounding like the average of the internet.
🔵 Stablepm-thinking
Deliberately take the opposite position from your leaning and make you defend yours — a forced second opinion that isn't just an echo. Use when asked give me a real second opinion, don't just agree with me, argue the other way, or I need a fresh take not a yes-man. Produces a committed alternative position to whatever you're inclined toward, the strongest reasons it might be right, the questions it forces you to answer, and an honest read on whether your original leaning still stands after the challenge — countering agreement bias by construction.
🔵 Stablepm-thinking
See an idea through two committed extremes — a true believer and a hard skeptic — so you get the full range before settling in the middle. Use when asked should I believe this, is this hype or real, give me both sides, or how excited should I be about. Produces the believer's fullest bull case and the skeptic's sharpest bear case (each committed, not hedged), the crux question that separates them, and a grounded read on where the truth probably sits — great for evaluating claims, trends, opportunities, and your own enthusiasm.
🔵 Stablepm-thinking
Find the real reason to NOT do the exciting thing you're about to commit to — the honest case against, before the excitement carries you in. Use when asked talk me out of this, should I really do this, what's the case against, or I'm excited but is this a mistake. Produces the strongest honest argument for not doing it, the excitement biases clouding your judgment, the specific conditions under which this is a bad idea for you, and a clear read on whether the strong no actually wins — protecting you from the plans that feel great and end badly.
🔵 Stablepm-thinking
Push past the first few obvious answers to a question and surface the non-obvious idea worth having. Use when asked to give me a non-obvious idea, don't give me the generic answer, think outside the box on, or what's the answer nobody else would give. Produces the obvious answers named and set aside (so we don't repeat them), then genuinely different angles found by continuing past where most thinking stops, each with why it's non-obvious and whether it actually holds up — trading textbook-correct for surprising-and-useful.
🔵 Stablepm-thinking
Get unstuck on a problem by deliberately re-framing it through a different lens — a child's, an outsider's, another industry's, the reverse, the extreme. Use when asked I'm stuck on this, look at this differently, reframe this problem, or how else could I think about this. Produces the same problem re-cast through several deliberately different frames (each of which changes what the problem even is), what each reframe reveals, and the most useful new angle to pursue — because being stuck is usually a framing problem, not an effort problem.
🔵 Stablepm-thinking
Surface the blind spot — the missing stakeholder, the ignored option, the risk outside your frame, the thing you're too close to notice. Use when asked what am I missing, what's my blind spot, what haven't I considered, or is there something I'm not seeing here. Produces the considerations outside your current frame: who you haven't accounted for, what you've ruled out without noticing, the second-order effects, and the thing your closeness to the situation hides — the opposite of confirming what you already think.
No skills match.