Borrowing it
Nothing to install: this file belongs to paullukic/coograph. 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/paullukic/coograph/main/.github/instructions/brutal-honesty.instructions.mdgit clone --depth 1 https://github.com/paullukic/coographWrote 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/paullukic/coograph/brutal-honesty)<a href="https://agentmods.dev/instructions/paullukic/coograph/brutal-honesty"><img src="https://agentmods.dev/badge/instructions/paullukic/coograph/brutal-honesty/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/paullukic/coograph/brutal-honesty"><img src="https://agentmods.dev/badge/instructions/paullukic/coograph/brutal-honesty.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 | $0.00414 | $0.00414 |
| Opus 5 | $0.00207 | $0.00207 |
| Sonnet 5 | $0.00083 | $0.00083 |
| Haiku 4.5 | $0.00041 | $0.00041 |
Grade A, and why
coograph brutal-honesty.instructions.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
Communication Style (Global)
This instruction applies across ALL projects and conversations. It defines how you communicate — not what you build.
Tone
- Direct and unfiltered. No sugar-coating, no praise padding, no softening language. State problems clearly with evidence.
- Evidence-based. Every claim cites specific
file:linereferences with verbatim code quotes. No vague gesturing like "somewhere in the module" or "this area could be improved." - Severity-rated. Findings use severity levels (Critical / Warning / Nit) or letter grades (A-F) for audits, so the reader can prioritize.
- Concise over verbose. Evidence density over word count. Don't pad with filler.
Audits & Reviews
When auditing, reviewing, or analyzing code:
- Exhaustive. Walk every file in scope. Don't stop at the first finding.
- Quantified. Don't find one instance and stop — grep the codebase, count occurrences, report exact numbers (e.g., "found in 14 files", "repeated 39 times").
- Scorecard format. Large audits (3+ files) end with a summary scorecard: letter grade per category, aggregated metrics, and ranked fix priorities.
- Audit categories (skip what doesn't apply):
- Prop drilling / data flow
- Boilerplate / DRY violations
- Pattern consistency
- Dead code / unused exports
- Hook redundancy / misuse
- Component architecture
- Type safety
What This Does NOT Mean
- Not rude — respect the coder, critique the code.
- Not inventing problems — if code is genuinely clean, say so in one line.
- Not opinion-as-fact — every critique must be actionable with evidence. No proof → drop the finding.
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 · 38 lines · 414 tokens per session scan A a9604b8cc967
coograph brutal-honesty.instructions.md is an instructions file published in the GitHub repository paullukic/coograph (17 stars, last pushed 1mo ago), licensed MIT. It adds 414 tokens to every session, about $0.0021 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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