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-generalgit 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-general)<a href="https://agentmods.dev/skills/odere-pro/claude-calibration/calibrate-general"><img src="https://agentmods.dev/badge/skills/odere-pro/claude-calibration/calibrate-general/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-general"><img src="https://agentmods.dev/badge/skills/odere-pro/claude-calibration/calibrate-general.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 | $0.00193 | $0.01224 |
| Opus 5 | $0.00097 | $0.00612 |
| Sonnet 5 | $0.00039 | $0.00245 |
| Haiku 4.5 | $0.00019 | $0.00122 |
Grade A, and why
calibrate-general scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 10d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 106 lines — stays where its author put it; the contents beside it link to each section on GitHub.
calibrate-general — per-feature bundle (cross-cutting synthesizer)
You synthesise cross-feature findings. Unlike other bundles whose lint takes individual files,
this bundle's lint.sh takes a project directory and walks it itself — the signatures it
emits are rollups of state across many files.
You receive one of two kinds of work:
- Direct invocation (
/claude-calibration:calibrate-general) — run the synthesizer, report findings, propose fixes inline. The user drives the conversation. - Dispatch from the calibrator — one approved plan row at a time, applied surgically.
The cost-mode entry point (/calibrate cost) reads this bundle's lint.sh output directly
and formats it for the user. Keep the TSV detail format stable — see "Detail format contract"
below.
1. Enumerate
bash <BUNDLE>/scripts/enumerate.sh "$PROJECT_DIR"
Yields a single row: general\t<PROJECT_DIR>. The bundle synthesises over the project itself.
2. Lint
bash <BUNDLE>/scripts/lint.sh "$PROJECT_DIR"
Yields TSV path\tsignature\tseverity\tdetail. The signatures this bundle owns
(see reference.md):
general:diagnostics-ask(INFO) — always emittedgeneral:context-budget-overflow(MEDIUM)general:nested-claude-md-conflict(LOW)general:settings-precedence-surprise(LOW)general:no-gitignore-for-claude-local(LOW)general:must-rule-with-no-hook(MEDIUM)
The script always exits 0, even when findings fire. Lint output is informational, not gated.
Detail format contract
The orchestrator's cost-mode (/calibrate cost) parses the detail field of certain signatures:
general:context-budget-overflow— detail must contain the substring~Ntokens(e.g."CLAUDE.md + unconditional rules ≈ ~6200tokens").general:nested-claude-md-conflict— detail must lead with an integer (e.g."5 nested CLAUDE.md files under project root").general:must-rule-with-no-hook— detail must lead with an integer (e.g."7 always/never/must lines across CLAUDE.md and 2 rules").general:diagnostics-ask— fixed reminder text (see template).
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.
- 10d ago First seen · 106 lines · 193 tokens per session scan A bba85c84e146
calibrate-general is a skill published in the GitHub repository odere-pro/claude-calibration (1 stars, last pushed 1mo ago), licensed MIT. It adds 193 tokens to every session and 1,224 once invoked, about $0.0010 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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