Borrowing it
Nothing to install: this file belongs to liqiongyu/lenny_skills_plus. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/liqiongyu/lenny_skills_plus/main/AGENTS.mdgit clone --depth 1 https://github.com/liqiongyu/lenny_skills_plusWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/instructions/liqiongyu/lenny_skills_plus/agents-md)<a href="https://agentmods.dev/instructions/liqiongyu/lenny_skills_plus/agents-md"><img src="https://agentmods.dev/badge/instructions/liqiongyu/lenny_skills_plus/agents-md/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/instructions/liqiongyu/lenny_skills_plus/agents-md"><img src="https://agentmods.dev/badge/instructions/liqiongyu/lenny_skills_plus/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.01068 | $0.01068 |
| Opus 5 | $0.00534 | $0.00534 |
| Sonnet 5 | $0.00214 | $0.00214 |
| Haiku 4.5 | $0.00107 | $0.00107 |
Grade A, and why
lenny_skills_plus AGENTS.md scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 87 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Lenny Skills Plus — Agent Instructions
You are working in a repository that serves two purposes:
- A curated library of agent-executable skill packs under
skills/(installable from GitHub Releases). - A skillpack factory: tooling + workflows to convert RefoundAI “Lenny skills” into reliable, portable skill packs.
Primary goals:
- Produce high-density, testable Agent Skills skill packs (not essays).
- Ensure outputs are compatible with both OpenAI Codex and Claude Code (use the common Agent Skills subset).
- All generated skill pack content must be written in English.
Start here (repo docs):
- README.md (overview + install)
- docs/README.md (documentation index)
- docs/WORKFLOW.md (conversion workflow)
- docs/SKILL_PACK_FORMAT.md (house style)
- docs/QUALITY_BAR.md (quality gates)
Repo conventions
Canonical skill packs (tracked)
- Canonical skills live under
skills/<skill-slug>/(tool-agnostic, tracked in git). - Each skill pack must include:
skillpack.json(metadata used by this repo’s tooling + releases)SKILL.md(Agent Skills entrypoint; YAML frontmatter withname,description)README.md(human-friendly overview + example prompts)references/core set:INTAKE.md,WORKFLOW.md,TEMPLATES.md,CHECKLISTS.md,RUBRIC.md,SOURCE_SUMMARY.md,EXAMPLES.md
scripts/(optional; only when it materially improves determinism)
Tool mirrors (generated, not tracked)
.codex/skills/<skill-slug>/and.claude/skills/<skill-slug>/are generated mirrors for tool auto-discovery and are ignored by git.- Generate/update via:
python3 scripts/mirror_skills.py --overwrite.
Upstream sources (usually local-only)
- Keep bulk-downloaded Refound sources out of git by default.
- Store sources under:
sources/refound/raw/<slug>/SKILL.md(preferred), orsources/refound/raw/<slug>/page.html(fallback).
- (Optional) Fetch sources in bulk:
python3 skills/lenny-skillpack-creator/scripts/fetch_refound_skills.py --out sources/refound/raw
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 11d ago First seen · 87 lines · 1,068 tokens per session scan A 92724cc5a1b3
lenny_skills_plus AGENTS.md is an instructions file published in the GitHub repository liqiongyu/lenny_skills_plus (52 stars, last pushed 3mo ago), licensed Apache-2.0. It adds 1,068 tokens to every session, about $0.0053 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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