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 wahidyankf/ose-public --skill docs-fixing-tutorial-qualitygit clone --depth 1 https://github.com/wahidyankf/ose-publicWrote 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/wahidyankf/ose-public/docs-fixing-tutorial-quality)<a href="https://agentmods.dev/skills/wahidyankf/ose-public/docs-fixing-tutorial-quality"><img src="https://agentmods.dev/badge/skills/wahidyankf/ose-public/docs-fixing-tutorial-quality/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/wahidyankf/ose-public/docs-fixing-tutorial-quality"><img src="https://agentmods.dev/badge/skills/wahidyankf/ose-public/docs-fixing-tutorial-quality.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 | $0.00075 | $0.00458 |
| Opus 5.5 | $0.00030 | $0.00183 |
| Sonnet 5.5 | $0.00015 | $0.00092 |
| Haiku 4.5 | $0.00007 | $0.00046 |
Grade A, and why
docs-fixing-tutorial-quality 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 2d 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.
What it actually says
Fixing Tutorial Quality
Overview
This Skill packages docs-tutorial-fixer's domain-specific re-validation and fix methodology
for tutorial pedagogical findings, distinct from the generic maker-checker-fixer mechanics
covered by repo-applying-maker-checker-fixer and repo-assessing-criticality-confidence.
Reference Modules
- Confidence Assessment and Domain Examples — the quick-summary workflow and tutorial-specific HIGH/MEDIUM/FALSE_POSITIVE examples
- HIGH-Confidence Validation Checks — the four objective re-validation checks with their exact bash patterns
- MEDIUM-Confidence Subjective Checks — the four subjective-quality categories that always route to manual review
- Safeguards and Output Format — refusal conditions, the required output shape, and convergence safeguards
Core Principles
- Objective issues only get HIGH confidence — missing sections, LaTeX delimiters, naming patterns, and frontmatter fields are binary; everything about narrative flow, diagram placement, content balance, or writing style is subjective and MEDIUM at best.
- Re-implement the checker's exact patterns — use the same bash re-validation snippets as
docs-tutorial-checkerso results stay consistent; a mismatch signals a checker bug. - Never auto-apply subjective quality improvements.
Related Skills
repo-applying-maker-checker-fixer— the generic maker-checker-fixer pattern and mode logicrepo-assessing-criticality-confidence— the generic criticality × confidence priority matrixrepo-generating-validation-reports— report file naming and UUID-chain conventions
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.
- 2d ago First seen · 39 lines · 75 tokens per session scan A aae144c8d8c1
docs-fixing-tutorial-quality is a skill published in the GitHub repository wahidyankf/ose-public (12 stars, last pushed today), licensed MIT. It adds 75 tokens to every session and 458 once invoked, about $0.0003 per session on Opus 5.5. 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 2026-10-14.
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