coograph: Instructions file for GitHub Copilot

.github/instructions/brutal-honesty.instructions.md

coograph brutal-honesty.instructions.md is an instructions file for GitHub Copilot from paullukic/coograph. It costs 414 tokens per session, scanned A, original, MIT.

A communication and review style guide requiring direct, evidence-based feedback with severity ratings and specific file-and-line references.

In plain words
What is it for?
Use it for code audits, reviews, and analyses that need exhaustive findings, quantified results, a scorecard, and ranked fixes.
Why use it?
It makes problems easier to verify and prioritize by replacing vague criticism with concrete evidence and counts.

Instructions file for GitHub Copilot

Written for GitHub Copilot: a Copilot instructions file.

This is paullukic/coograph's own configuration. It tells GitHub Copilot how to work on coograph itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything coograph configures →

Reuse

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.

Copy the file
curl -O https://raw.githubusercontent.com/paullukic/coograph/main/.github/instructions/brutal-honesty.instructions.md
Clone the repo
git clone --depth 1 https://github.com/paullukic/coograph

Made for: GitHub Copilot.

Wrote 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.

agentmods badge for coograph brutal-honesty.instructions.md

README.md
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Your own site
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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.

agentmods 80×15 button for coograph brutal-honesty.instructions.md

Your own site · 80×15
<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>
Per session 414 This file is loaded in full into every session.
When invoked 414 The same file — it is already loaded in full.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce 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

Measured 9d ago against content hash a9604b8cc967, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

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.

.github/instructions/brutal-honesty.instructions.md · 38 lines

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:line references 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):
    1. Prop drilling / data flow
    2. Boilerplate / DRY violations
    3. Pattern consistency
    4. Dead code / unused exports
    5. Hook redundancy / misuse
    6. Component architecture
    7. 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.
Changes

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.

  1. 9d ago First seen · 38 lines · 414 tokens per session scan A a9604b8cc967

Subscribe to this mod's changes

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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