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.
git clone --depth 1 https://github.com/GuitarAlchemist/gaWrote 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/agents/guitaralchemist/ga/skill-graduator)<a href="https://agentmods.dev/agents/guitaralchemist/ga/skill-graduator"><img src="https://agentmods.dev/badge/agents/guitaralchemist/ga/skill-graduator/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/agents/guitaralchemist/ga/skill-graduator"><img src="https://agentmods.dev/badge/agents/guitaralchemist/ga/skill-graduator.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 | $0.00080 | $0.01174 |
| Opus 5.5 | $0.00032 | $0.00470 |
| Sonnet 5.5 | $0.00016 | $0.00235 |
| Haiku 4.5 | $0.00008 | $0.00117 |
Grade A, and why
skill-graduator 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 2mo 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 — 98 lines — stays where its author put it; the contents beside it link to each section on GitHub.
skill-graduator — ship a stable draft to production
Move a SKILL.md from skills-dev/<name>/ to skills/<name>/, validate
it, commit on a branch, and open a PR. The user's signoff is the
graduation trigger — agents don't auto-graduate based on time or eval
score (that responsibility belongs to skill-iterator once the eval
harness ships).
Pre-flight checks (refuse if any fail)
- Draft exists:
skills-dev/<name>/SKILL.mdis readable. - Parser-valid: invoke
dotnet testfiltered toSkillMdParserTests.TryParseContent_*against the draft's content. If it doesn't return a non-nullSkillMdwith non-empty Name and at least one surviving trigger, refuse — surface the parser warning. - No silent canonical replacement: if
skills/<name>/SKILL.mdALREADY exists and isn't byte-identical to the draft, ask the user to confirm the canonical replacement is intended. Do NOT silently overwrite a shipped skill. - Working tree clean for the relevant paths:
git status --short skills/ skills-dev/shows only the draft as modified. Refuse if there are other uncommitted SKILL.md changes — those should land on their own PR. - Branch is
main(not a feature branch): graduation should start from a fresh branch off main, not amend an in-flight one.git rev-parse --abbrev-ref HEADmust equalmain.
Graduation procedure
- Create a branch:
git checkout -b feat/skill-<name>-graduate. - Move the directory:
git mv skills-dev/<name> skills/<name>. This preserves git history (rename detection) so the draft's iteration is auditable fromgit log --follow. - Run the broader test suite to confirm no regression:
dotnet test Tests/Common/GA.Business.ML.Tests --filter "FullyQualifiedName~SkillMd". All must pass (60/60 today). - Commit with a message that includes:
- Skill name and a one-line summary (from the draft's
description). - The skill's
authoring-stylefrom frontmattermetadata. - Reference to the iteration history (commit range from when the
draft was first added to
skills-dev/). - Co-authored-by line if AI-authored:
Co-Authored-By: Claude Opus 4.7 (1M context) <[email protected]>.
- Skill name and a one-line summary (from the draft's
- Push and open PR via
gh pr create. PR description includes:- One-paragraph summary.
- Triggers list (so reviewers see what user prompts will route here).
- Acceptance criteria from the user, if provided.
- Test plan: at minimum "60/60 SkillMd tests pass".
- One-way / two-way door classification (default: two-way; revert a single PR to remove the skill).
- Tell the user the PR URL. Do NOT auto-merge — graduation is the human's call.
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.
- 2mo ago First seen · 98 lines · 80 tokens per session scan A 1ec1e61bb334
skill-graduator is an agent published in the GitHub repository GuitarAlchemist/ga (2 stars, last pushed yesterday), licensed MIT. It adds 80 tokens to every session and 1,174 once invoked, about $0.0003 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 2026-08-31.
skill-graduator compared with agents from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| skill-graduatorGuitarAlchemist/ga | Agent | 2 | yesterday | MIT | A | 80 | Claude Code |
| pr-submittermalob/nix-config | Agent | 462 | 6d ago | MIT | A | 23 | Claude Code |
| git-workflow-masterCronusL-1141/AI-company | Agent | 374 | 11d ago | MIT | A | 27 | Claude Code |
| Shippersrnichols/plan-forge | Agent | 6 | 3d ago | MIT | A | 29 | Claude Code |
| git-workflowFortiumPartners/ensemble | Agent | 12 | 2d ago | MIT | A | 29 | Claude Code |
| git-workflowborghei/Claude-Skills | Agent | 1.1k | 15d ago | none | A | 46 | Claude Code |
| pr-ghostwriterfatihkan/badi | Agent | 7 | 1mo ago | MIT | A | 16 | Claude Code |