llm-friendly-context SKILL.md skillA
llm-friendly-context from shinpr/codex-workflows is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add shinpr/codex-workflows/llm-friendly-context@git:20261022.e38db2dPins git:20261022.e38db2d in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- shinpr/codex-workflows
- Path
.agents/skills/llm-friendly-context/SKILL.md- Versions recorded
- 8
- Latest version
- git:20261022.e38db2d, committed Oct 22, 2026
- First version recorded
- Jun 24, 2026
- Size
- 6,155 bytes
- Repository stars
- 38
- License
- MIT
Clarifies inputs, outputs, success criteria, decisions, and unresolved conditions so downstream agents can execute without guessing. Use when writing or revising LLM-facing prompts, handoffs, planning artifacts, reviews, reports, or generated instructions.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# LLM-Friendly Context ## Purpose Use this skill when writing or revising any content another agent will execute or judge: prompts, handoffs, planning artifacts, review findings, completion reports, generated instructions, test skeleton comments, work plans, and task files. The goal is stable downstream execution. The next agent should know the target action, required inputs, accepted decisions, observable success criteria, and the condition that requires escalation. ## Core Rules 1. **Use positive, executable instructions** - State the action the next agent should perform. - Convert quality policies into observable acceptance criteria. - Keep a prohibition only when it protects an irreversible boundary or shipped contract. Name the protected condition and the allowed action. - Example: `Preserve existing public API behavior across the documented compatibility cases.` 2. **Resolve outcome-relevant ambiguity** - Clarify an instruction when plausible interpretations would change correctness, requested scope, downstream usability, or verification. Use the least-restrictive sufficient condition, source, or example. …
Read the whole file at its exact version.
How to install
mdr add shinpr/codex-workflows/llm-friendly-context@sha256:bbb053014e7b5631The line at the top of this page pins the label git:20261022.e38db2d, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_zlbwf7urwa7n5mnf)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 8 versions of this file, between Jun 24, 2026 and Oct 22, 2026, about one every 17 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261022.e38db2d latest | 2026-10-22 | e38db2d | 6,155 B | A | view · diff |
| git:20261013.5a1e725 | 2026-10-13 | 5a1e725 | 5,952 B | A | view · diff |
| git:20260917.67474b7 | 2026-09-17 | 67474b7 | 5,949 B | A | view · diff |
| git:20260915.3b2dc52 | 2026-09-15 | 3b2dc52 | 5,923 B | A | view · diff |
| git:20260905.5bef0fe | 2026-09-05 | 5bef0fe | 5,755 B | A | view · diff |
| git:20260802.aa3bfed | 2026-08-02 | aa3bfed | 5,488 B | A | view · diff |
| git:20260728.312fef9 | 2026-07-28 | 312fef9 | 5,438 B | A | view · diff |
| git:20260624.59b3985 | 2026-06-24 | 59b3985 | 4,750 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (6155 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
shinpr/codex-workflows · 38 stars · license MIT · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_zlbwf7urwa7n5mnf GET https://markdownregistry.com/api/v1/resolve?ref=shinpr/codex-workflows/llm-friendly-context GET https://markdownregistry.com/api/v1/blob/bbb053014e7b5631d0e6deae5d661c9b8908b3bc9205b2a47ef2d3706be7e242
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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