Borrowing it
Nothing to install: this file belongs to Kinneyzhang/source-faithful-summary-skill. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/Kinneyzhang/source-faithful-summary-skill/main/CLAUDE.mdgit clone --depth 1 https://github.com/Kinneyzhang/source-faithful-summary-skillWrote 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/instructions/kinneyzhang/source-faithful-summary-skill/claude-md)<a href="https://agentmods.dev/instructions/kinneyzhang/source-faithful-summary-skill/claude-md"><img src="https://agentmods.dev/badge/instructions/kinneyzhang/source-faithful-summary-skill/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/instructions/kinneyzhang/source-faithful-summary-skill/claude-md"><img src="https://agentmods.dev/badge/instructions/kinneyzhang/source-faithful-summary-skill/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 | $0.00287 | $0.00287 |
| Opus 5 | $0.00143 | $0.00143 |
| Sonnet 5 | $0.00057 | $0.00057 |
| Haiku 4.5 | $0.00029 | $0.00029 |
Grade A, and why
source-faithful-summary-skill 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 9d 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
CLAUDE.md — Source-Faithful Summary Skill
This repository contains a reusable summarization skill. When working in this project or using this instruction pack, follow SKILL.md as the source of truth.
Summary protocol
- Classify the source type.
- Build a source map.
- List named concepts and classify their role.
- Extract failure modes or tensions.
- Extract action chain or argument chain.
- Build a decision-model map.
- Draft the source-faithful summary.
- Run main-thread, concept-overreach, missing-details, and decision-model audits.
Key principle
A readable summary can still be wrong if it makes the reader misunderstand what the source was mainly doing.
Do not optimize for elegance before preserving:
- main thread;
- attention weight;
- concrete examples;
- source order where relevant;
- speaker/author decision model;
- timestamps or evidence trail.
If asked to rewrite a summary
Do not anchor on the old summary. Re-open the original source or transcript, rebuild the source map, and regenerate from the extracted structure.
Long sources
For sources longer than ~50k characters, longer than ~60 minutes, or multi-speaker/panel transcripts, use templates/long-source-plan.md before summarizing. State chunking/sampling strategy, chapter coverage, recurrence checks, speaker coverage, and evidence budget.
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.
- 9d ago First seen · 36 lines · 287 tokens per session scan A bed2d979603a
source-faithful-summary-skill CLAUDE.md is an instructions file published in the GitHub repository Kinneyzhang/source-faithful-summary-skill (2 stars, last pushed 3mo ago), licensed MIT. It adds 287 tokens to every session, about $0.0014 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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