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 odere-pro/claude-calibration --skill calibrate-claude-mdgit clone --depth 1 https://github.com/odere-pro/claude-calibrationWrote 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/odere-pro/claude-calibration/calibrate-claude-md)<a href="https://agentmods.dev/skills/odere-pro/claude-calibration/calibrate-claude-md"><img src="https://agentmods.dev/badge/skills/odere-pro/claude-calibration/calibrate-claude-md/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/odere-pro/claude-calibration/calibrate-claude-md"><img src="https://agentmods.dev/badge/skills/odere-pro/claude-calibration/calibrate-claude-md.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 | $0.00185 | $0.01365 |
| Opus 5 | $0.00093 | $0.00682 |
| Sonnet 5 | $0.00037 | $0.00273 |
| Haiku 4.5 | $0.00018 | $0.00136 |
Grade A, and why
calibrate-claude-md scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 101 lines — stays where its author put it; the contents beside it link to each section on GitHub.
calibrate-claude-md — per-feature bundle
You audit and tune CLAUDE.md / CLAUDE.local.md / nested **/CLAUDE.md. You receive one of two
kinds of work:
- Direct invocation (
/claude-calibration:calibrate-claude-md) — audit everything, report findings, propose fixes inline. The user drives the conversation. - Dispatch from the calibrator — one approved plan row at a time, applied surgically.
In both cases the workflow is the same; only the framing differs.
1. Enumerate
bash <BUNDLE>/scripts/enumerate.sh "$PROJECT_DIR"
Yields TSV scope\tpath. Scope is user (~/CLAUDE.md, ~/.claude/CLAUDE.md), project
(<PROJECT_DIR>/CLAUDE.md, <PROJECT_DIR>/CLAUDE.local.md), or nested (any other
<PROJECT_DIR>/**/CLAUDE.md).
2. Lint
bash <BUNDLE>/scripts/lint.sh <path …>
Yields TSV path\tsignature\tseverity\tdetail. The signatures this bundle owns
(see reference.md):
claude-md:secret-leak(CRITICAL)claude-md:over-200(MEDIUM)claude-md:over-400(HIGH)claude-md:vague-rules(MEDIUM)claude-md:no-agents-md-import(LOW)claude-md:imports-too-deep(HIGH)claude-md:contradicts-nested(MEDIUM)claude-md:must-rule-with-no-hook(MEDIUM)claude-md:restated-readme(LOW)
3. Fix — kind: edit rows
For each finding, the remediation pattern is in examples/<case>/:
claude-md:over-200/claude-md:over-400→examples/over-200/{before,after}.md(trim the CLAUDE.md; move topic blocks into.claude/rules/<topic>.mdwithpaths:— companion work incalibrate-rules).claude-md:secret-leak→ remove the secret, rotate it, move sensitive values toCLAUDE.local.md(git-ignored) or.env.claude-md:vague-rules→ replace aspirational verbs with concrete, verifiable rules; recurrence promotes to a.claude/rules/conventions.md(companion work incalibrate-rules).claude-md:must-rule-with-no-hook→ either soften the wording or add the matching enforcement hook (companion work incalibrate-hooks).claude-md:no-agents-md-import→ add@AGENTS.mdnear the top of CLAUDE.md.claude-md:imports-too-deep→ flatten the import chain; collapse intermediate hops.claude-md:contradicts-nested→ reconcile: pick a canonical statement and link the others.claude-md:restated-readme→ replace duplicated content with@README.mdor a link.
What ships with it
6 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 11d ago First seen · 101 lines · 185 tokens per session scan A 5b1956ad7aca
calibrate-claude-md is a skill published in the GitHub repository odere-pro/claude-calibration (1 stars, last pushed 1mo ago), licensed MIT. It adds 185 tokens to every session and 1,365 once invoked, about $0.0009 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.
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