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/product-on-purpose/thinking-framework-skillsWrote 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/commands/product-on-purpose/thinking-framework-skills/think-audit-reasoning)<a href="https://agentmods.dev/commands/product-on-purpose/thinking-framework-skills/think-audit-reasoning"><img src="https://agentmods.dev/badge/commands/product-on-purpose/thinking-framework-skills/think-audit-reasoning/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/commands/product-on-purpose/thinking-framework-skills/think-audit-reasoning"><img src="https://agentmods.dev/badge/commands/product-on-purpose/thinking-framework-skills/think-audit-reasoning.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 | $0.00029 | $0.00312 |
| Opus 5 | $0.00015 | $0.00156 |
| Sonnet 5 | $0.00006 | $0.00062 |
| Haiku 4.5 | $0.00003 | $0.00031 |
Grade A, and why
think-audit-reasoning 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.
What it actually says
Run the think-audit-reasoning recipe: 3 skills chained in a fixed order, carrying forward only the compressed artifact at each handoff.
The compression is the point. Do not paste a whole artifact into the next step; carry exactly what each handoff names, so the chain stays cheaper and sharper than running the skills back to back.
Operationalizes the library's epistemic positioning. Run in order, carrying forward only the flagged items:
think-evidence-vs-inference-sort-> carry the load-bearing unknowns.think-ladder-of-inference-check-> carry the riskiest rung and the alternative interpretation.think-parallel-perspectives-review-> carry the synthesis and central tension.
Composite artifact: a reasoning audit - which claims are actually supported, where the leaps and alternative readings are, and a verdict on whether the conclusion can be trusted. Full prose: recipes/audit-reasoning.md.
Apply the chain to: $ARGUMENTS
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 · 21 lines · 29 tokens per session scan A a61503952a5e
think-audit-reasoning is a command published in the GitHub repository product-on-purpose/thinking-framework-skills (15 stars, last pushed 24d ago), licensed Apache-2.0. It adds 29 tokens to every session and 312 once invoked, about $0.0001 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 2026-08-30.
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