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 agentmods add skills/lwtlong/aida/aida-auditnpx skills add LWTlong/aida --skill aida-auditgit clone --depth 1 https://github.com/LWTlong/aidaWrote 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/lwtlong/aida/aida-audit)<a href="https://agentmods.dev/skills/lwtlong/aida/aida-audit"><img src="https://agentmods.dev/badge/skills/lwtlong/aida/aida-audit.svg" alt="Measured on agentmods" 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 | $0.00072 | $0.00431 |
| Opus 5 | $0.00036 | $0.00216 |
| Sonnet 5 | $0.00014 | $0.00086 |
| Haiku 4.5 | $0.00007 | $0.00043 |
Grade A, and why
aida-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 6d 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
AIDA Audit
Goal
给用户一份短、可直接决策的 AI 资产快照。只读，不写文件。
Safety Rules
- 审计阶段绝不修改文件。
- 扫描结果是证据，不是最终判断，语义决策交给模型。
- 未知 dot 目录（
.foo/）只标注，不建议动。
Plan
aida_scan_assets（writeIndex: true,includeContent: false）。aida_list_assets汇总类型和工具分布。- 对少数可疑或代表性资产用
aida_get_asset抽查。 - 输出结论 + 3 条最重要的问题。
Response Style
- 结论优先。
- 数字进表格。
- 至多 3 条问题。
- 不解释背景（用户没问就别说）。
- 下一步提示用自然语言，不提 MCP 工具名。
Output Format
结论
一句话。
关键数据
| 指标 | 数量 |
|---|---|
| 总资产 | ... |
| 规则 | ... |
| Skill | ... |
| 文档 | ... |
| 重复组 | ... |
| 工具 | 数量 |
|---|---|
| Cursor | ... |
| Claude | ... |
| Codex | ... |
| AIDA | ... |
主要问题
至多 3 条，每条一行。
下一步
一句话，用户可直接说，例如：
帮我治理这些 AI 资产
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.
- 6d ago First seen · 59 lines · 72 tokens per session scan A d0cf27ed384d
aida-audit is a skill published in the GitHub repository LWTlong/aida (8 stars, last pushed 1mo ago), licensed MIT. It adds 72 tokens to every session and 431 once invoked, about $0.0004 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
systematic-debugging
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes.
local-ai-agents
Build local-first AI agents that run entirely on a developer workstation with Microsoft Foundry Local and Qwen function-calling models. Covers Small Language Models (SLMs), the OpenAI-compatible local endpoint, sandboxed local tools, local RAG with Chroma, local MCP servers, hybrid cloud/local routing, and the…
next-cache-components-adoption
Turn on Cache Components in a Next.js app and resolve the blocking routes it surfaces. Use when the user wants to enable, adopt, or migrate to Cache Components, flip the cacheComponents flag, work through a flood of blocking-prerender / instant validation errors, run the cache-components-instant-false codemod, or…
next-partial-prefetching-adoption
Turn on Partial Prefetching in a Next.js app and work through the insights it surfaces. Use when the user wants to enable or adopt Partial Prefetching, flip the partialPrefetching flag, opt routes in with export const prefetch = 'partial', audit Link prefetch={true} behavior, preserve existing prefetched UI with…
chronicle
Analyze Copilot session history for standup reports, usage tips, session search, and session reindexing. Use when the user asks for a standup, daily summary, usage tips, workflow recommendations, wants to search or find past sessions by keyword/file/PR, wants to reindex their session store, or asks about deleting…
imagegen
Generate or edit raster images when the task benefits from AI-created bitmap visuals such as photos, illustrations, textures, sprites, mockups, or transparent-background cutouts. Use when Codex should create a brand-new image, transform an existing image, or derive visual variants from references, and the output…