What do I need to use Ambiguity Resolver?

The vague brief or opportunity description; Who asked for this; Known constraints.

Is Ambiguity Resolver free to use?

Yes — run it free in the browser playground (no API key needed for the sponsored trial, or bring any provider key), or install it into Claude Code, Cursor, ChatGPT and more via npx pm-claude-skills. MIT-licensed and open source.

Ambiguity Resolver

Q: How do I know the Ambiguity Resolver output is good?

The skill verifies itself against its own quality checks: Every reframed question is specific enough to research (not "how do we improve things?"); Scope boundaries name something concrete that is excluded; Research activities are achievable within the stated timeline; Decision owner is identified (not "leadership" — a specific person or role).

🔵 Stable🕐 updated 2026-06-08 🔷 SkillSpec L3 pm-strategy

Structure vague opportunities and unclear briefs into actionable one-page problem statements. Use when asked to clarify a vague brief, frame an undefined problem, make sense of an unclear opportunity, or when the user says 'we need to figure out what to do about X' or 'I've been asked to look into Y'. Produces a structured problem brief with reframed questions, scoped boundaries, and a minimum viable research plan.

📚 Based on Problem framing — the Double Diamond (Design Council)

▶ Run it free — no key needed 📝 Grade your existing draft View SKILL.md ↗

What to give it

▸The vague brief or opportunity description — even a single sentence is enough

▸Who asked for this — stakeholder context shapes the framing

▸Known constraints — timeline, budget, team size — if any are known

✅ The bar it holds itself to

Every skill in this library self-verifies — these are this skill's own quality checks, straight from its definition.

✓Every reframed question is specific enough to research (not "how do we improve things?")

✓Scope boundaries name something concrete that is excluded

✓Research activities are achievable within the stated timeline

✓Decision owner is identified (not "leadership" — a specific person or role)

⚠️ What it refuses to do

Do not reframe the brief into questions that are still too broad to research — each reframed question must be answerable by a specific activity

Do not list a research activity without stating what it would tell you and what it would NOT tell you

Do not leave the decision owner as "leadership" or "the team" — name a specific person or role

Do not omit an explicit out-of-scope boundary — without it, scope will expand organically and the brief becomes meaningless

Install

npx pm-claude-skills add --agent claude   # or codex · cursor · gemini · hermes
# or one-line MCP (every skill, any client):
claude mcp add pm-skills -- npx -y pm-claude-skills-mcp

Start with

Related skills

🔌 Embed this skill

Drop this on your blog, docs, or site — it renders a "Run this skill" card:

<div data-pm-skill="ambiguity-resolver"></div>
<script src="https://mohitagw15856.github.io/pm-claude-skills/embed.js" async></script>

💬 Discussion

Ambiguity Resolver is one of 1174 open-source professional AI agent skills — all SkillSpec L3. Try them all in the browser · ⭐ Star on GitHub · Browse the full catalog