Borrowing it
Nothing to install: this file belongs to himanshusaini-afk/buggy. 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/himanshusaini-afk/buggy/main/.kiro/steering/buggy-pr-review.mdgit clone --depth 1 https://github.com/himanshusaini-afk/buggyWrote 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/himanshusaini-afk/buggy/buggy-pr-review)<a href="https://agentmods.dev/instructions/himanshusaini-afk/buggy/buggy-pr-review"><img src="https://agentmods.dev/badge/instructions/himanshusaini-afk/buggy/buggy-pr-review/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/himanshusaini-afk/buggy/buggy-pr-review"><img src="https://agentmods.dev/badge/instructions/himanshusaini-afk/buggy/buggy-pr-review.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 | $0.00464 | $0.00464 |
| Opus 5 | $0.00232 | $0.00232 |
| Sonnet 5 | $0.00093 | $0.00093 |
| Haiku 4.5 | $0.00046 | $0.00046 |
Grade A, and why
buggy buggy-pr-review.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 4d 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
Buggy — PR Review Integration
When the user asks to "review a PR", "check this branch", "review my changes", or "verify this diff", use Buggy to provide proof-backed code review.
Workflow
Step 1: Get the diff
Run git diff main...HEAD --name-only (or git diff --staged --name-only for uncommitted changes) to find changed files.
Step 2: For each changed .ts file
- Call
buggy_analyzeto check for syntax issues - Call
buggy_list_functionsto identify functions in that file - Determine which functions were modified (from the diff hunks)
Step 3: Investigate changed functions
For each modified function:
- Infer specifications from:
- The function's JSDoc comments
- Its return type
- Parameter constraints visible in the code
- Related test files (if they exist)
- Call
buggy_investigatewith those specifications
Step 4: Format as review
Present results as a structured review:
## PR Review — Buggy Verification
### ✅ src/utils.ts — formatDate
No bugs found with inferred specifications.
### ⚠️ src/payments.ts — applyDiscount
**Bug proven:** When discountPercent > 100, result becomes negative.
- Input: `{subtotal: 100, discountPercent: 150}`
- Output: `-50` (violates `result >= 0`)
- Approved fix available (overfitting: 8%)
### ✅ src/payments.ts — calculateTax
No bugs found with inferred specifications.
---
**Summary:** 3 functions checked, 1 bug proven, 1 fix available.
Step 5: Offer to apply fixes
If approved patches exist, ask: "Want me to apply the verified fixes to this branch?"
Triggering
This steering is activated manually when the user mentions PR review. It can also be triggered by the user saying:
- "review my changes"
- "check this PR"
- "verify the diff"
- "is this safe to merge?"
- "any bugs in my 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.
- 4d ago First seen · 66 lines · 464 tokens per session scan A b95b57193511
buggy buggy-pr-review.md is an instructions file published in the GitHub repository himanshusaini-afk/buggy (0 stars, last pushed 4d ago), licensed MIT. It adds 464 tokens to every session, about $0.0023 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 2026-09-08.
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