What do I need to use AI-Context Primer?

The task; The background it can't guess; What good looks like; Constraints; What went generic before.

Is AI-Context Primer 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.

AI-Context Primer

Q: How do I know the AI-Context Primer output is good?

The skill verifies itself against its own quality checks: Identifies what the AI genuinely can't know for this task; Assembles who / what / constraints / example / format; Includes an example of "good" where the task is fuzzy; Cuts irrelevant detail that dilutes the signal.

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

Build the context an AI needs to do a task well — the background, constraints, examples, and format it can't guess — so you get a great result on the first try instead of a generic one you have to keep correcting. Use when asked why does AI give me generic answers, how do I give AI better context, my AI results are mediocre, or how do I get it right the first time. Produces the specific context this task needs (who/what/constraints/examples/format), a reusable primer you can paste ahead of the request, the difference between a starved prompt and a well-briefed one, and what to leave out — turning vague back-and-forth into a strong first result.

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

🗣 Say this to your agent

“Why does AI keep giving me generic, mediocre answers?”“How do I give AI enough context to get it right the first time?”“My AI results are bland — what am I not telling it?”“Help me brief the AI properly for this task.”“Build me a context block I can paste before my requests.”

What to give it

▸The task — what you want the AI to do

▸The background it can't guess — your situation, audience, goal, prior context

▸What good looks like — an example, a reference, or the standard you're holding it to

▸Constraints — must-haves, must-avoids, length, tone, format

▸What went generic before — if you've tried, what was off (points at the missing context)

✅ 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.

✓Identifies what the AI genuinely can't know for this task

✓Assembles who / what / constraints / example / format

✓Includes an example of "good" where the task is fuzzy

✓Cuts irrelevant detail that dilutes the signal

✓Packages a reusable primer, not a one-off

⚠️ What it refuses to do

**Blaming the model** for what's really missing context.

**A wall of irrelevant background** that dilutes the ask.

**Telling without showing** — no example of what good looks like.

**Rebuilding context** from scratch every time.

**Omitting the format** and being surprised by the shape.

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

Related skills

🔌 Embed this skill

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

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

💬 Discussion

AI-Context Primer is one of 1078 open-source professional AI agent skills — all SkillSpec L3. Try them all in the browser · ⭐ Star on GitHub · Browse the full catalog