buggy: Instructions file for Kiro

.kiro/steering/buggy-debugging.md

buggy buggy-debugging.md is an instructions file for Kiro from himanshusaini-afk/buggy. It costs 572 tokens per session, scanned A, original, MIT.

A proof-focused workflow for investigating code bugs with tools that inspect files, functions, and stated conditions. Preconditions describe valid inputs; postconditions describe what the code should guarantee afterward.

In plain words
What is it for?
Use it to inspect syntax, investigate a function, understand a failing test, or check risky code before changing it.
Why use it?
It gives a structured way to test whether a suspected bug is real and to show the input or reasoning that proves it.

Instructions file for Kiro

Written for Kiro: installed under .kiro/.

This is himanshusaini-afk/buggy's own configuration. It tells Kiro how to work on buggy 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 buggy configures →

Reuse

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.

Copy the file
curl -O https://raw.githubusercontent.com/himanshusaini-afk/buggy/main/.kiro/steering/buggy-debugging.md
Clone the repo
git clone --depth 1 https://github.com/himanshusaini-afk/buggy

Made for: Kiro.

Wrote this? Show the measurements

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README.md
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<a href="https://agentmods.dev/instructions/himanshusaini-afk/buggy/buggy-debugging"><img src="https://agentmods.dev/badge/instructions/himanshusaini-afk/buggy/buggy-debugging.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 572 This file is loaded in full into every session.
When invoked 572 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 $0.00572 $0.00572
Opus 5 $0.00286 $0.00286
Sonnet 5 $0.00114 $0.00114
Haiku 4.5 $0.00057 $0.00057

Measured 4d ago against content hash 7d26c53ca976, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

buggy buggy-debugging.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.

.kiro/steering/buggy-debugging.md · 65 lines

How it starts

The opening of the file, as written. The whole thing — 65 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Buggy — Proof-Carrying Debugging Workflow

When to Use

Use Buggy whenever:

  • A user asks to "check for bugs", "find issues", or "debug" a function
  • You're about to modify existing code (check it first)
  • A test is failing and you need to understand why
  • Code review reveals risky patterns (division, array access, unbounded math)

How to Use (via MCP tools)

Step 1: List functions in the target file

buggy_list_functions({ file_path: "src/target.ts", project_path: "/path/to/project" })

Step 2: Analyze the file for syntax issues

buggy_analyze({ file_path: "src/target.ts", project_path: "/path/to/project" })

Step 3: Investigate a specific function

buggy_investigate({
  function_id: "processPayment",
  file_path: "src/target.ts",
  project_path: "/path/to/project",
  preconditions: ["amount > 0"],
  postconditions: ["result >= 0", "result.status !== undefined"]
})

Step 4: Interpret and act on results

When status is confirmed_and_repaired:

  • Explain the proof certificate to the user in plain English
  • Show what input triggers the bug
  • Present the approved patch and ask if they want to apply it
  • Apply using str_replace if they confirm

When status is unconfirmed:

  • Tell the user no bug was found with the given specifications
  • Suggest stronger postconditions if the specs seem weak

Writing Good Specifications

When inferring specs from code context:

  • Look for function return types → postconditions about the result type
  • Look for parameter constraints (> 0, non-null, length checks) → preconditions
  • Look for documented invariants (JSDoc @throws, @returns) → postconditions
  • Common patterns:
    • Division → add "denominator !== 0" and "!isNaN(result)"
    • Array access → add "index >= 0 && index < array.length"
    • Money/prices → add "result >= 0"
    • String operations → add "result !== undefined && result !== null"

Explaining Results to Users

When presenting a proof certificate:

  • Lead with the IMPACT: "This function can return a negative price when..."
  • Show the TRIGGER: "Specifically, when discount is 150%, the result is -50"
  • Explain the FIX: "The approved patch clamps the discount to [0, 100]"
  • Note the CONFIDENCE: "Overfitting score: 8% (very likely a genuine fix)"

Read the full file on GitHub · 65 lines

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. 4d ago First seen · 65 lines · 572 tokens per session scan A 7d26c53ca976

Subscribe to this mod's changes

buggy buggy-debugging.md is an instructions file published in the GitHub repository himanshusaini-afk/buggy (0 stars, last pushed 3d ago), licensed MIT. It adds 572 tokens to every session, about $0.0029 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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