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 airas-org/airas --skill setup-repositorygit clone --depth 1 https://github.com/airas-org/airasWrote 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/airas-org/airas/setup-repository)<a href="https://agentmods.dev/skills/airas-org/airas/setup-repository"><img src="https://agentmods.dev/badge/skills/airas-org/airas/setup-repository/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/airas-org/airas/setup-repository"><img src="https://agentmods.dev/badge/skills/airas-org/airas/setup-repository.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 2 findings, up to high
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- high Privilege Escalation · line 11 Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.Fix: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
- medium Rogue Agent · line 3 Skill establishes unauthorized persistence across sessions via cron jobs, startup scripts, or state files. Session persistence allows an attacker to maintain access beyond the current interaction.Fix: Remove any persistence mechanisms (cron jobs, startup scripts, state files). Skills should not maintain state across sessions without explicit user consent.
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 | $0.00040 | $0.00851 |
| Opus 5.5 | $0.00016 | $0.00340 |
| Sonnet 5.5 | $0.00008 | $0.00170 |
| Haiku 4.5 | $0.00004 | $0.00085 |
Grade A, and why
setup-repository 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 1mo 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
Set up the experiment repository
-
prepare_repository— pass the visibility settled at the start of the flow:is_private=Falseunless the user asked for private, because on GitHub's free plan branch protection (step 2 below) is only available on public repositories; returnsclone_url; clone it locally with git. RequiresGH_PERSONAL_ACCESS_TOKEN(~/.airas/credentials.json) with admin rights on the repository.It also protects
mainin the same call. Without branch protection, a red CI run can simply be pushed past, and every guarantee in the record becomes advisory. -
Read
warningsandbranch_protectedin the result. A failed protection does not abort the creation, so a repository can come back usable and unenforced. Ifbranch_protectedis false, say so to the user rather than continuing as though the record were protected. The repair is to runprepare_repositoryagain once the cause is fixed (admin rights, a public repository): it is safe on the repository it already created and redoes only what is missing. -
set_github_actions_secrets— copies the keys in~/.airas/credentials.jsoninto the repository's Actions secrets. It refuses whenGH_PERSONAL_ACCESS_TOKENorSEYVAL_API_KEYis missing locally: without the first Publish Paper cannot push the PDF, and without the second the provenance cross-check degrades to a skip rather than a failure, so an unprovisioned repository looks like it is passing. The same key names reach every dispatched run asAIRAS_SECRET_NAMES, so the observation hook can redact their values. Run it again whenever a key is added or rotated. -
Work through a staging ref, not by pushing to
main. A commit reaches the protected branch only once the record gate is green on that exact sha, and the check cannot run on a commit nobody has pushed. Start every piece of work from the currentmain(git pull --ff-only origin main):Publish Papercommits the built PDF ontomainafter each paper, so a branch that was not brought up to date can no longer fast-forward onto it. Then push localmainto a scratch ref, wait for the gate, then fast-forward:git push origin main:verify # the gate runs on this sha # green git push origin main:main # the same sha, fast-forwardedNo local branch is needed — required checks are evaluated per commit, not per branch. Never squash or rebase to get a commit onto
main: both rewrite commits, and verification asks whether each run's recorded commit is an ancestor of HEAD. -
Look over the clone: the
.github/workflows,Makefileand emptysrc/stubs are what the experiment code will be held to. The contract itself — run-id naming, CLI shape, sanity/pilot/full semantics, the files you may touch — is stated inwrite-experiment-code, not in the repository. -
The repository is the home of all research state. Everything produced from here on (sources, hypothesis, declarations, results) goes into
.research/record.jsonthrough the record tools and is committed as it is made, so a fresh session restores from the clone alone.
Output: a pushed clone, ready to receive research state, from which a fresh session can continue without this conversation.
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.
- 1mo ago Changed · +4 lines a50ed15df157
- 1mo ago Changed · +3 lines aa7e3399648c
- 1mo ago Changed · +2 lines 226b50033a13
- 1mo ago Changed · +2 lines 7acc4ab69584
- 1mo ago Changed aa19e665a92a
- 2mo ago First seen · 60 lines · 40 tokens per session scan A 166e20be5ada
setup-repository is a skill published in the GitHub repository airas-org/airas (39 stars, last pushed 21d ago), licensed MIT. It adds 40 tokens to every session and 851 once invoked, about $0.0002 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 2026-09-04.
setup-repository compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| setup-repositoryairas-org/airas | Skill | 39 | 21d ago | MIT | A | 40 | Claude Code |
| research-prooftonyblu331/research-proof | Skill | 52 | 5mo ago | MIT | A | 101 | Claude Code |
| proof-checkerwanshuiyin/Auto-claude-code-research-in-sleep | Skill | 19k | 3d ago | MIT | A | 87 | Claude Code |
| auto-paper-improvement-loopwanshuiyin/Auto-claude-code-research-in-sleep | Skill | 19k | 3d ago | MIT | A | 67 | Claude Code |
| paper-writewanshuiyin/Auto-claude-code-research-in-sleep | Skill | 19k | 3d ago | MIT | A | 50 | Claude Code |
| research-litwanshuiyin/Auto-claude-code-research-in-sleep | Skill | 19k | 3d ago | MIT | A | 48 | Claude Code |
| paper-illustrationwanshuiyin/Auto-claude-code-research-in-sleep | Skill | 19k | 3d ago | MIT | A | 67 | Claude Code |