Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add seaworld008/Commonly-used-high-value-skills --skill nlpm-auditgit clone --depth 1 https://github.com/seaworld008/Commonly-used-high-value-skillsWrote 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/skills/seaworld008/commonly-used-high-value-skills/nlpm-audit)<a href="https://agentmods.dev/skills/seaworld008/commonly-used-high-value-skills/nlpm-audit"><img src="https://agentmods.dev/badge/skills/seaworld008/commonly-used-high-value-skills/nlpm-audit/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/skills/seaworld008/commonly-used-high-value-skills/nlpm-audit"><img src="https://agentmods.dev/badge/skills/seaworld008/commonly-used-high-value-skills/nlpm-audit.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 3 findings, up to medium
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- medium Agent Snooping · line 270 Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
- medium Agent Snooping · line 271 Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
- medium Agent Snooping · line 273 Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
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 | $0.00037 | $0.04383 |
| Opus 5 | $0.00018 | $0.02191 |
| Sonnet 5 | $0.00007 | $0.00877 |
| Haiku 4.5 | $0.00004 | $0.00438 |
Grade A, and why
nlpm-audit scanned grade A with 1 finding 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 5d 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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
curl -fsSL -o ./nlpm-check https://raw.githubusercontent.com/xiaolai/nlpm/main/bin/nlpm-check How it starts
The opening of the file, as written. The whole thing — 464 lines — stays where its author put it; the contents beside it link to each section on GitHub.
NLPM Audit
Audit natural-language programming artifacts as first-class code. Use this skill when a repository contains AI-facing markdown, agent definitions, skills, commands, rules, hooks, prompts, or plugin manifests that need quality review, cross-file consistency checks, or CI enforcement.
This skill is inspired by the NLPM project, but it is a portable audit workflow:
you can apply the method manually, with repository scripts, or with the upstream
nlpm-check validator when the project wants a standalone CI gate.
2026-08-10 Upstream Sync Notes
The latest upstream NLPM repository is still a fast-moving product, so this skill remains a curated portable workflow instead of a mirror. The current stable ideas to preserve locally are:
- multi-tool scoring across Claude Code, Codex CLI, and Antigravity/Gemini-lineage artifacts with a universal floor plus tool-specific overlays;
- standalone
bin/nlpm-checkfor pre-commit, CI, and pre-publish gates, with manifest-vs-disk consistency as the highest-value deterministic check; - multi-plugin monorepo detection, where each nested plugin is checked exactly once and summarized in aggregate JSON;
- eight user-facing
/nlpm:*commands:ls,score,check,fix,trend,test,init, andsecurity-scan; nlpm-badgeoutput for a "Validated by NLPM" README badge;- a published 50-rule rubric for Natural Language Programming, with vocabulary drift handled as an opt-in project policy rather than a default blocker;
- an auditor pipeline that audits real plugin/skill repositories, harvests clean exemplars, cites rules, validates rule-id drift, and reports rule health from real repository audits;
- NL-TDD test specs for writing artifacts against expected trigger behavior and output contracts before publishing them.
- scoring exclusions that distinguish an instruction using vague or deprecated language from a rule that names that language as data to detect or reject;
- example counting that ignores examples shown only inside fenced templates;
- deterministic vocabulary enforcement based on a reviewed registry, with open-ended LLM synonym clustering kept advisory;
- pull-request gates that score changed natural-language artifacts instead of re-judging an unrelated repository-wide corpus.
- manifest-vs-disk differences that remain observations until a repository's own publish contract proves the omitted artifact should be shipped;
- vague-term calibration that accepts a later reference to measurable selection criteria already defined earlier in the same artifact;
- release-gate coverage tests that enumerate every shipped client layout and assert mirrored skill bodies stay semantically synchronized.
What ships with it
7 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 5d ago Changed · -107 lines · -54 tokens per session 0f4df860e8ab
- 9d ago First seen · 571 lines · 91 tokens per session scan A a604f3831f0a
nlpm-audit is a skill published in the GitHub repository seaworld008/Commonly-used-high-value-skills (70 stars, last pushed 5d ago), licensed MIT. It adds 37 tokens to every session and 4,383 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
Other skills, from other repositories
read-only-gh-pr-review
Review backend pull requests for correctness, security, performance, maintainability, and test coverage using GitHub CLI plus local repository inspection. Use when asked to review service-layer/API/database changes, audit backend branch diffs, summarize backend risk, or produce actionable must-fix/should-fix feedback.
omh-image-cards
This is a Hermes-native img-summary workflow skill.
omh-code-review
This is a Hermes-native code-review workflow skill.
omh-refactor-plan
This is a Hermes-native refactor-plan workflow skill.
omh-verification-gate
This is a Hermes-native verification-gate workflow skill.
review-sweep
Review oh-my-hermes pull requests that have not been reviewed at their current head commit. Run manually to sweep the open backlog, or pass a number to review one PR. Applies the repository's REVIEW.md policy and posts findings as a GitHub review with inline comments.