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 karsten-s-nielsen/mad-scientist-skills --skill documentation-auditgit clone --depth 1 https://github.com/karsten-s-nielsen/mad-scientist-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/karsten-s-nielsen/mad-scientist-skills/documentation-audit)<a href="https://agentmods.dev/skills/karsten-s-nielsen/mad-scientist-skills/documentation-audit"><img src="https://agentmods.dev/badge/skills/karsten-s-nielsen/mad-scientist-skills/documentation-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/karsten-s-nielsen/mad-scientist-skills/documentation-audit"><img src="https://agentmods.dev/badge/skills/karsten-s-nielsen/mad-scientist-skills/documentation-audit.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 | $0.00258 | $0.14532 |
| Opus 5.5 | $0.00103 | $0.05813 |
| Sonnet 5.5 | $0.00052 | $0.02906 |
| Haiku 4.5 | $0.00026 | $0.01453 |
Grade A, and why
documentation-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 1mo 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.
| **Verification commands:** After complex configuration steps, can the reader confirm success? (e.g., `curl`, `ping`, health check, expected output) | Lemov #7 (Check for Understanding); Carroll (error recognition) | Hi How it starts
The opening of the file, as written. The whole thing — 792 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Documentation Audit
A comprehensive documentation audit with two modes and a single tier:
Modes:
- Planning (before docs exist) — documentation strategy design, content type mapping, learning path architecture, scaffolding strategy
- Audit (on existing docs) — linguistic precision, structural taxonomy, pedagogical effectiveness, consistency, repository architecture, audience calibration, completeness and freshness
Single tier: Unlike security auditing, documentation evaluation is methodology-based (style guide application, framework classification, cognitive load analysis), not tool-licensed. Vale, markdownlint, and the analytical frameworks are all free/open-source. The value is in the analytical framework, not the scanner.
Core question: "Does this documentation teach effectively?"
Academic foundations
This skill synthesizes seven research threads into a single audit methodology:
-
Classical Composition (Strunk & White 1918/1959) — Omit needless words, active voice, positive form, specific/concrete language, parallel construction. The foundational linguistic layer beneath all documentation quality.
-
Enterprise Style Standards (Google Developer Documentation Style Guide; Microsoft Writing Style Guide) — Second person, conditions before instructions, timeless language, inclusive terminology, global accessibility. The enforceable ruleset layer with Vale automation support.
-
Structural Taxonomy (Procida, Diataxis Framework 2017+; augmented by Good Docs Project) — Four epistemic quadrants (Tutorial, How-To, Reference, Explanation) based on study vs. work and practical vs. theoretical axes. Quadrant pollution detection. Augmented with Good Docs Project templates for changelogs, READMEs, ADRs, troubleshooting, and migration guides.
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Cognitive Load Theory (Sweller 1988; Chandler & Sweller 1992; Willingham 2009) — Intrinsic/extraneous/germane load taxonomy. Split-attention effect: code samples separated from their explanations force readers to cross-reference, consuming working memory. Guidance fading effect: novices need explicit scaffolding; discovery-style documentation actively harms new users. Forgetting curve (Ebbinghaus 1885): documentation must support elaborative retrieval, not just initial comprehension.
What ships with it
6 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.
- 1mo ago Changed 683957de26f6
- 2mo ago First seen · 792 lines · 258 tokens per session scan A 039f3ad5c095
documentation-audit is a skill published in the GitHub repository karsten-s-nielsen/mad-scientist-skills (3 stars, last pushed 1mo ago), licensed MIT. It adds 258 tokens to every session and 14,532 once invoked, about $0.0010 per session on Opus 5.5. 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 2026-08-31.
documentation-audit compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| documentation-auditkarsten-s-nielsen/mad-scientist-skills | Skill | 3 | 1mo ago | MIT | A | 258 | Claude Code |
| mapjlifyio/wyx | Skill | 3 | 29d ago | MIT | A | 60 | Claude Code |
| conceptjlifyio/wyx | Skill | 3 | 29d ago | MIT | A | 73 | Claude Code |
| auditjlifyio/wyx | Skill | 3 | 29d ago | MIT | A | 81 | Claude Code |
| pipelinejlifyio/wyx | Skill | 3 | 29d ago | MIT | A | 66 | Claude Code |
| syncjlifyio/wyx | Skill | 3 | 29d ago | MIT | A | 58 | Claude Code |
| refactorzircote-plugins/refactor | Skill | 2 | 5mo ago | MIT | A | 112 | Claude Code |