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 danygiguere/audit-skills --skill audit-fix-observabilitygit clone --depth 1 https://github.com/danygiguere/audit-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/danygiguere/audit-skills/audit-fix-observability)<a href="https://agentmods.dev/skills/danygiguere/audit-skills/audit-fix-observability"><img src="https://agentmods.dev/badge/skills/danygiguere/audit-skills/audit-fix-observability/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/danygiguere/audit-skills/audit-fix-observability"><img src="https://agentmods.dev/badge/skills/danygiguere/audit-skills/audit-fix-observability.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 | $0.00031 | $0.00085 |
| Opus 5 | $0.00015 | $0.00043 |
| Sonnet 5 | $0.00006 | $0.00017 |
| Haiku 4.5 | $0.00003 | $0.00009 |
Grade A, and why
audit-fix-observability 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 11d 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
Read ../audit/references/remediation/observability-patterns.md and apply its patterns to fix the
confirmed findings the user referenced. Make the smallest change that restores
the invariant, and keep style consistent with the surrounding code.
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.
- 11d ago First seen · 9 lines · 31 tokens per session scan A a7f6f84621f4
audit-fix-observability is a skill published in the GitHub repository danygiguere/audit-skills (5 stars, last pushed 2mo ago), licensed MIT. It adds 31 tokens to every session and 85 once invoked, about $0.0002 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.
Other skills, from other repositories
tactical-ddd
Design, refactor, analyze, and review code by applying the principles and patterns of tactical domain-driven design. Triggers on: domain modeling, aggregate design, 'entity', 'value object', 'repository', 'bounded context', 'domain event', 'domain service', code touching domain/ directories, rich domain model…
dxkit-flow
Configure, diagnose, and repair the dxkit UI→API integration gate — set up flow gating, explain the flow-contract diagnosis, fix a net-new broken integration a guardrail flagged, and run the cross-repo handshake. Use when the user says "set up the flow gate", "why is this call unresolved", "the guardrail says I broke…
dxkit-docs
Generate the documentation a repo is missing — read the Documentation dimension's gaps, orient on the real code via the graph, then write a grounded README / docstrings / API + architecture docs that move the score without tripping the slop check. Use when the user says "write docs", "document this module", "improve…
elixir-pro
Create and review idiomatic Elixir code with OTP patterns, supervision trees, and Phoenix LiveView. Use when building or debugging Elixir services that need reliable concurrency and fault tolerance.
rust-pro
Create and review Rust 1.75+ systems code with ownership-safe async patterns and production error handling. Use when building or debugging Rust services that need performance and reliability.
api-security
Reviews REST and GraphQL APIs against the OWASP API Security Top 10:2023. Auto-invoked when reviewing OpenAPI/Swagger specs, API endpoint code, or GraphQL schemas. Covers BOLA, BFLA, authentication, rate limiting, and SSRF. Produces findings mapped to API1-API10 with remediation guidance.