Borrowing it
Nothing to install: this file belongs to AlexanderMattTurner/agent-glovebox. 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/AlexanderMattTurner/agent-glovebox/main/.claude/skills/parallel-audit/SKILL.mdgit clone --depth 1 https://github.com/AlexanderMattTurner/agent-gloveboxWrote 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/alexandermattturner/agent-glovebox/parallel-audit)<a href="https://agentmods.dev/skills/alexandermattturner/agent-glovebox/parallel-audit"><img src="https://agentmods.dev/badge/skills/alexandermattturner/agent-glovebox/parallel-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/alexandermattturner/agent-glovebox/parallel-audit"><img src="https://agentmods.dev/badge/skills/alexandermattturner/agent-glovebox/parallel-audit.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00169 | $0.03581 |
| Opus 5.5 | $0.00068 | $0.01432 |
| Sonnet 5.5 | $0.00034 | $0.00716 |
| Haiku 4.5 | $0.00017 | $0.00358 |
Grade A, and why
parallel-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 7d 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 — 79 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Parallel Audit Skill
The "fan out, confirm, plan, critique" pattern for a wide audit of an existing codebase along multiple quality axes (security, robustness, real-vs-stubbed test coverage, UX, missed opportunities). Output is an audit report + a fix plan on as few PRs as the footprint bound allows, with partitioned commits, + a critique of that plan — no code changes beyond scaffolding the user explicitly asks for.
Hunt ELIMINATORS, not spot fixes
A finding earns its place by naming the property that was violated and the change that closes it. One wrong line patched in place is worth almost nothing at audit scale when it belongs to a class: the same property is violated at the helper's other callers, at the enumeration's other members, and in the next file added to that directory. So each finding carries the property and the change that closes it — the structural change that closes every site at once when a class exists (an SSOT the duplicates collapse into, a type with no invalid arm, one seam every caller must cross, a value the caller passes instead of re-deriving), else a plain FIX that says why this site is genuinely the only one. Prefer the fix that deletes the second implementation over the fix that corrects it.
Four shapes to hunt by name, because a per-dimension prompt finds none of them on its own:
- Fix-sinks — one rule with N implementations, where each bug gets patched into whichever copy the symptom pointed at. The tell is a comment in one copy explaining how it differs from another.
- A shipped defense that does not run — a registered leg nothing dispatches, a gate that returns before its enforcement, a matcher the tests import and the runtime does not. Grep for the runtime importer, never for the definition.
- A published number that is not a measurement — a rate rendered without the denominator it was computed over, an ungraded sample counted as a zero, a count reconstructed by rounding a float.
- UX antipatterns — a degrade path that withholds the whole output rather than a flawed part of it, an error that names no remedy, a guard that refuses without saying which input to change.
- A defense that fails open, or covers only part of the set it names — an error arm that allows where the header says it denies, a timeout whose fallback is the permissive verdict, a deny list that refuses two members of a class its own rationale covers entirely. Enumerate the class from its SSOT, then check each member against the defense; the tell is a rule naming one instance of a class in a file that has no rule for the instance beside it. (Worked example:
user-config/settings.jsondeniedGLOVEBOX_DANGEROUSLY_SKIP_MONITORwhile seven sibling launch-weakeners — the firewall skip, the allowlist repoint, both cosign trust anchors — had no rule at all.)
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.
- 7d ago Changed 91e960f2be80
- 15d ago Changed · +1 lines 5ec1ac2a136e
- 26d ago Changed 62533dafeace
- 1mo ago Changed c3f270e50613
- 1mo ago Changed 4a741569cea2
- 1mo ago Changed 92df1bdfaa6a
- 1mo ago Changed efd2d4c0b0ec
- 1mo ago Changed · +1 lines e13760153f2e
- 1mo ago First seen · 77 lines · 169 tokens per session scan A 7435330675a2
parallel-audit is a skill published in the GitHub repository AlexanderMattTurner/agent-glovebox (68 stars, last pushed today), licensed Apache-2.0. It adds 169 tokens to every session and 3,581 once invoked, about $0.0007 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 2026-08-30.
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