Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/muratsilahtaroglu/claude-code-starter-kitnpx agentmods add skills/muratsilahtaroglu/claude-code-starter-kit/keel-statsWrote 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/muratsilahtaroglu/claude-code-starter-kit/keel-stats)<a href="https://agentmods.dev/skills/muratsilahtaroglu/claude-code-starter-kit/keel-stats"><img src="https://agentmods.dev/badge/skills/muratsilahtaroglu/claude-code-starter-kit/keel-stats/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/muratsilahtaroglu/claude-code-starter-kit/keel-stats"><img src="https://agentmods.dev/badge/skills/muratsilahtaroglu/claude-code-starter-kit/keel-stats.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00095 | $0.00520 |
| Opus 5.5 | $0.00038 | $0.00208 |
| Sonnet 5.5 | $0.00019 | $0.00104 |
| Haiku 4.5 | $0.00010 | $0.00052 |
Grade A, and why
keel-stats 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
/keel-stats — see what ran, when, how often
The ritual-log hook records every Skill-tool call, user-typed command (custom = command …
via UserPromptExpansion; built-ins like /compact = typed /… via UserPromptSubmit — first
token only, user prose never logged), compact boundary, session start and hook BLOCK into
.claude/ritual-log (machine-local, git-ignored, self-trimmed). This skill renders it for humans.
- Run the deterministic generator — never parse the log by hand:
python3 .claude/ritual-report.py - Open / point the user at
reports/ritual-stats.md— the Mermaid timeline renders on GitHub and in the VSCode markdown preview: one colored box per interval (green = session start, amber = manual compact, red = auto compact; PLAN.md's palette), event counts inside, full detail in the table below it. - Quote the headline numbers (totals line) back to the user in one sentence — and the
Process metrics block under it: share of commits touching no product/test code · tracked
lines by class (product / tests / process) · always-loaded KB per session · age of the last
make testlog ·## Reviewdepth and oldest date. These are derived from git + the tree by the same script (never typed by hand); a project that never counted them tends to be surprised (field: 70% process-only commits, reports 3.8x the product, ~234 KB per session). - Scope honesty: the log is machine-local and trimmed to ~1000 lines — long-horizon history lives in git/HANDOVER, not here. Do not commit the report unless the user asks (it is a regenerable artifact; the compact-gate ignores it either way).
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 · +5 lines · +33 tokens per session 2a58dac58015
- 2mo ago First seen · 25 lines · 62 tokens per session scan A e0ff9c21bc95
keel-stats is a skill published in the GitHub repository muratsilahtaroglu/claude-code-starter-kit (9 stars, last pushed 1mo ago), licensed MIT. It adds 95 tokens to every session and 520 once invoked, about $0.0004 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.
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