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 nguyenvanphituoc/shapeup-sdlc-plugin --skill harness-maintenance-auditgit clone --depth 1 https://github.com/nguyenvanphituoc/shapeup-sdlc-pluginWrote 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/nguyenvanphituoc/shapeup-sdlc-plugin/harness-maintenance-audit)<a href="https://agentmods.dev/skills/nguyenvanphituoc/shapeup-sdlc-plugin/harness-maintenance-audit"><img src="https://agentmods.dev/badge/skills/nguyenvanphituoc/shapeup-sdlc-plugin/harness-maintenance-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/nguyenvanphituoc/shapeup-sdlc-plugin/harness-maintenance-audit"><img src="https://agentmods.dev/badge/skills/nguyenvanphituoc/shapeup-sdlc-plugin/harness-maintenance-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 | $0.00212 | $0.02975 |
| Opus 5 | $0.00106 | $0.01488 |
| Sonnet 5 | $0.00042 | $0.00595 |
| Haiku 4.5 | $0.00021 | $0.00298 |
Grade A, and why
harness-maintenance-audit 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 10d 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 — 234 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Harness maintenance audit
What rots, and why it rots silently
This repo has an unusual shape that produces two specific failure modes.
It is a product and its own blueprint. docs/ describes a plugin that skills/, hooks/,
commands/ and oracles/ actually implement. Both are prose-heavy, both are edited by hand, and
nothing mechanically ties a sentence in docs/design/03-system-design.md to the enum it describes.
So the docs drift, and they drift plausibly — a doc that says "11 workers" over a 10-member enum
reads perfectly.
Not everything in the repo is product. Development artifacts — benchmark numbers, internal
defect IDs, migration stage names, audit codenames, paths under docs/, tests/, tools/,
evals/ — belong in the repo but not in what a user reads as the product. They leak easily,
because the person writing a code comment is holding all that context and it feels like useful
rationale at the time.
The leak that matters most is not in a code comment. skills/*/SKILL.md and
skills/tech-lead/references/*.md are loaded by the model at runtime, so a dangling
docs/migration/... pointer there is a broken instruction handed to the orchestrator mid-run —
the file does not exist in an installed plugin. references/forbidden-content.md ranks the
severity tiers and, importantly, defines what "shipped" means: there are two delivery channels,
and the files allowlist governs only one of them.
Both are invisible to the test suite and to code review, because in both cases the wrong text is locally coherent. The only way to catch them is to derive the truth from artifacts and compare.
The one rule that makes this work
Never confirm a fact by reading prose. Derive it from the thing itself.
A doc that says GATE L2 denies, a glossary that calls it "the deny hook", and a README whose screenshot shows a denial will all agree with each other and all be wrong. Reading any of them confirms the others. Executing the hook settles it in one command.
What ships with it
4 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.
- 10d ago First seen · 234 lines · 212 tokens per session scan A a28979cbfe5a
harness-maintenance-audit is a skill published in the GitHub repository nguyenvanphituoc/shapeup-sdlc-plugin (2 stars, last pushed 3d ago), licensed MIT. It adds 212 tokens to every session and 2,975 once invoked, about $0.0011 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 2026-08-31.
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