mohitagw15856/pm-claude-skills · exports/openclaw/ai-context-primer/SKILL.md

ai-context-primer skillA

ai-context-primer is agent-read markdown (skill) from mohitagw15856/pm-claude-skills: 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 r.

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add mohitagw15856/pm-claude-skills/ai-context-primer@git:20260806.a9668c7
Exact content
mdr add mohitagw15856/pm-claude-skills/ai-context-primer@sha256:80e72d30da2a538f

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_vjtrthqadrzbcy5c.svg)](https://markdownregistry.com/a/art_vjtrthqadrzbcy5c)

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Versions

versioncommittedcommitsizeaudit
git:20260806.a9668c7 latest2026-08-06 a9668c7 4,870 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (4870 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

mohitagw15856/pm-claude-skills · 1,369 stars · license MIT · pushed 2026-09-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_vjtrthqadrzbcy5c
GET https://markdownregistry.com/api/v1/resolve?ref=mohitagw15856/pm-claude-skills/ai-context-primer
GET https://markdownregistry.com/api/v1/blob/80e72d30da2a538f062710946f94a7e2cf2b348b38aec85c329b3d44a4bca582

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.