Describe what this skill does and the concrete situations in which an agent should use it.
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
# Example skill
State the workflow as direct, testable instructions. Define required inputs,
expected outputs, failure behavior, and any confirmation gates.
Keep detailed background in `references/` and deterministic helpers in
`scripts/`.
The line at the top of this page pins the label git:20260712.ef71354, 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.
GET https://markdownregistry.com/api/v1/artifacts/art_cwxd7hpentrbmyfm
GET https://markdownregistry.com/api/v1/resolve?ref=sidiangongyuan/codex-skills-library/example-skill
GET https://markdownregistry.com/api/v1/blob/0a69f3b59f95bf5fe8046470ae56511bb487acc790d0efeb90cdb9c47bf13aac
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.
sidiangongyuan/codex-skills-library · skills/app-bug-forensics/SKILL.md · Use when diagnosing or fixing user-reported application bugs. Guides evidence-backed root-cause analysis from symptoms…
sidiangongyuan/codex-skills-library · skills/app-feature-craft/SKILL.md · Use when implementing or improving a user-facing app workflow. Guides product-grade UX, frontend, backend/API behavior…
sidiangongyuan/codex-skills-library · skills/app-release-readiness/SKILL.md · Use when preparing a desktop or web app update for commit, packaging, installer validation, GitHub publication, release…
sidiangongyuan/codex-skills-library · skills/codex-session-restore/SKILL.md · Use when Codex Desktop sidebar sessions disappear, fail with systemError, or cannot continue after a model_provider…
sidiangongyuan/codex-skills-library · skills/design-taste-frontend/SKILL.md · Anti-slop frontend skill for landing pages, portfolios, and redesigns. The agent reads the brief, infers the right…
sidiangongyuan/codex-skills-library · skills/experiment-planner/SKILL.md · Use when exploring, continuing, or accepting a deep-learning or computer-science research idea. Converts claims into…
sidiangongyuan/codex-skills-library · skills/feishu-paper-reading/SKILL.md · Search, screen, deeply read, synthesize, and publish recent research papers for a user-specified topic, window, count…
sidiangongyuan/codex-skills-library · skills/github-project-release/SKILL.md · Use when preparing or publishing a local project as a clean GitHub repository. Covers new repositories, private staging…
sidiangongyuan/codex-skills-library · skills/grill-me/SKILL.md · Use when a user asks for or clearly wants to be grilled, interviewed, or to stress-test a plan or design, including…
sidiangongyuan/codex-skills-library · skills/paper-review-panel/SKILL.md · Use when independently reviewing a research-paper draft before submission, running a mock top-conference panel…
sidiangongyuan/codex-skills-library · skills/paper-share-html/SKILL.md · Create or revise audience-ready HTML paper presentations for lab meetings and journal clubs. Use when Codex needs…
anthropics/claude-plugins-official · plugins/example-plugin/skills/example-skill/SKILL.md · This skill should be used when the user asks to "demonstrate skills", "show skill format", "create a skill template"…
serpro69/claude-toolbox · kodex-plugin/skills/diff-skill/evals/known-degradation/test-files/before/SKILL.md · An example skill for testing diff-skill evaluation.
serpro69/claude-toolbox · klaude-plugin/skills/diff-skill/evals/known-degradation/test-files/before/SKILL.md · An example skill for testing diff-skill evaluation.
serpro69/claude-toolbox · kodex-plugin/skills/diff-skill/evals/known-degradation/test-files/after/SKILL.md · An example skill for testing diff-skill evaluation.
serpro69/claude-toolbox · klaude-plugin/skills/diff-skill/evals/known-degradation/test-files/after/SKILL.md · An example skill for testing diff-skill evaluation.
