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/mgalgs/aur-sleuth/self-improvenpx skills add mgalgs/aur-sleuth --skill self-improvegit clone --depth 1 https://github.com/mgalgs/aur-sleuthWrote 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/mgalgs/aur-sleuth/self-improve)<a href="https://agentmods.dev/skills/mgalgs/aur-sleuth/self-improve"><img src="https://agentmods.dev/badge/skills/mgalgs/aur-sleuth/self-improve.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 | $0.00000 | $0.02287 |
| Opus 5 | $0.00000 | $0.01144 |
| Sonnet 5 | $0.00000 | $0.00457 |
| Haiku 4.5 | $0.00000 | $0.00229 |
Grade A, and why
self-improve scanned grade A with 2 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 4d 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.
Unrestricted tool accesslowExcessive agency
A wildcard tool grant or "run any command" leaves no least-privilege boundary at all.
- `.install` file hooks that run arbitrary code post-install Downgraded: this mod is about security review, or the phrase is quoted, so it is likely naming the pattern rather than instructing it.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
- `--pkgdir <path>`: audit a local package directory (e.g. `bench/synthetics/malicious-curl-exfil`) The source is not reproduced here
No licence file
A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.
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.
- 4d ago First seen · 182 lines · 0 tokens per session scan A 9044f3d42fd8
self-improve is a skill published in the GitHub repository mgalgs/aur-sleuth (42 stars, last pushed today), with no licence file. It costs nothing until one of its globs matches a file; then it loads 2,287 tokens. A static security scan graded it A with 2 findings (unrestricted tool access, makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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debug
Debug a problem in claude-desktop-extra by pulling the right local evidence - the most recent local-agent-mode session transcript (your last prompt + the model's tool calls/errors) and the Claude Desktop logs - and asking you for anything else worth collecting for the specific issue. Invoke as "/debug ".
comment
Draft (and after approval, post) a reply on a claude-desktop-extra GitHub issue in this project's house voice - short, factual, friendly, no self-blame and no speculation - ending in one copy-pasteable command block that asks the reporter for the evidence we still need. Invoke as "/comment ".
deploy
Trigger the claude-desktop-extra Build & Release GitHub Actions pipeline (build-and-release.yml). With no argument the skill inspects the changes since the last release and decides forcerebuild itself; "/deploy force" / "/deploy no-force" override.
linux
Linux compatibility reference for the claude-desktop-extra project (repackaging Anthropic's official Claude Desktop Linux .deb and patching its app.asar for the distros Anthropic does not ship). Use when working on Linux support, session managers, distros, Computer Use input/screenshot backends, glibc floors…