investigate

investigate is a skill for Claude Code from FlorianBruniaux/claude-code-plugins. It costs 17 tokens per session (1,865 once invoked), scanned A, original, MIT.

A root-cause debugging guide that investigates why a problem happens before suggesting a code change.

In plain words
What is it for?
It gathers error details, traces the relevant code path, checks recent Git changes, and identifies the underlying cause of a failure.
Why use it?
It helps avoid fixing only visible symptoms, which can leave the real problem in place and create more bugs later.

Skill for Claude Code

Written for Claude Code: disable-model-invocation in frontmatter.

Part of the code-quality plugin — 14 skills, 6 agents shipped together

Good fit It gathers error details, traces the relevant code path, checks recent Git changes, and identifies the underlying cause of a failure.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/florianbruniaux/claude-code-plugins/investigate
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add FlorianBruniaux/claude-code-plugins --skill investigate
Clone the repo
git clone --depth 1 https://github.com/FlorianBruniaux/claude-code-plugins

Made for: Claude Code.

Or install code-quality, the plugin that ships this one along with the rest of its 14 skills, 6 agents.

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 investigate

README.md
[![agentmods](https://agentmods.dev/badge/skills/florianbruniaux/claude-code-plugins/investigate/github.svg)](https://agentmods.dev/skills/florianbruniaux/claude-code-plugins/investigate)
Your own site
<a href="https://agentmods.dev/skills/florianbruniaux/claude-code-plugins/investigate"><img src="https://agentmods.dev/badge/skills/florianbruniaux/claude-code-plugins/investigate/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.

agentmods 80×15 button for investigate

Your own site · 80×15
<a href="https://agentmods.dev/skills/florianbruniaux/claude-code-plugins/investigate"><img src="https://agentmods.dev/badge/skills/florianbruniaux/claude-code-plugins/investigate.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 17 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,865 The whole file, excluding the scripts and references it only reads on demand.
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 $0.00017 $0.01865
Opus 5.5 $0.00007 $0.00746
Sonnet 5.5 $0.00003 $0.00373
Haiku 4.5 $0.00002 $0.00186

Measured 6d ago against content hash b89ac1295254, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

investigate 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 6d 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.

plugins/code-quality/skills/investigate/SKILL.md · 231 lines

How it starts

The opening of the file, as written. The whole thing — 231 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Investigate: Root-Cause debugging

Systematic debugging with mandatory root cause investigation before any code changes.

Iron Law: NO FIXES WITHOUT ROOT CAUSE INVESTIGATION FIRST.

Fixing symptoms creates whack-a-mole debugging. Every fix that doesn't address root cause makes the next bug harder to find.

Instructions

Phase 1: Collect symptoms

Gather all available context before forming any hypothesis.

  1. Read the error messages, stack traces, and reproduction steps in full
  2. Ask ONE targeted question if the user hasn't provided enough context:
    • "What exact error message do you see?"
    • "Can you reproduce this consistently?"
    • "When did this start happening?"
  3. Identify the affected component and its boundaries

Output: A precise symptom statement: what fails, when, with what error.


Phase 2: Read the code

Trace the code path from symptom back to potential causes. Do not guess.

# Find all references to the failing component
grep -rn "ComponentName\|function_name\|error_string" src/ --include="*.{ts,js,py,rb,go}" | head -30

# Check recent changes to affected files
git log --oneline -15 -- <affected-file>

# Read the actual diff for each recent commit
git show <commit-hash> -- <affected-file>

Use Grep to find all references, Read to understand the logic. Never skip reading the code.


Phase 3: Check recent changes

# What changed recently across the whole repo
git log --oneline -20

# Changes to files related to the symptom
git log --oneline -20 -- <affected-files>

# Full diff of the last N commits
git diff HEAD~3..HEAD -- <affected-directory>

Key question: Was this working before? If yes, the root cause is in the recent diff.

  • Regression = root cause is in the changes, not the original code
  • Always-broken = architectural issue or incorrect assumption

Phase 4: Reproduce

Before fixing anything, confirm you can trigger the bug deterministically.

# Run the test suite targeting the affected area
npm test -- --testPathPattern="affected-module" 2>/dev/null || \
pnpm test -- --testPathPattern="affected-module" 2>/dev/null || \
pytest tests/test_affected.py -v 2>/dev/null

# Check logs if available
tail -50 logs/error.log 2>/dev/null || \
journalctl -u app-service --lines=50 2>/dev/null

Read the full file on GitHub · 231 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. 6d ago First seen · 231 lines · 17 tokens per session scan A b89ac1295254

Subscribe to this mod's changes

investigate is a skill published in the GitHub repository FlorianBruniaux/claude-code-plugins (44 stars, last pushed yesterday), licensed MIT. It adds 17 tokens to every session and 1,865 once invoked, about $0.0001 per session on Opus 5.5. 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 2026-10-29.

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