research

research is a skill for Claude Code from brain-bootstrap/claude-code-brain-bootstrap. It costs 40 tokens per session (501 once invoked), scanned A, original, MIT.

A codebase-exploration workflow that investigates project structure, symbols, and call paths in a separate agent session before changes are made.

In plain words
What is it for?
Use it to understand modules, trace execution paths, find patterns, and collect facts before proposing or implementing changes.
Why use it?
It gathers evidence about how the code works without filling the main working session with exploratory details.

Skill for Claude Code

Written for Claude Code: installed under .claude/. Also seen: mentions subagents.

Good fit Use it to understand modules, trace execution paths, find patterns, and collect facts before proposing or implementing changes.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/brain-bootstrap/claude-code-brain-bootstrap/research
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 brain-bootstrap/claude-code-brain-bootstrap --skill research
Clone the repo
git clone --depth 1 https://github.com/brain-bootstrap/claude-code-brain-bootstrap

Made for: Claude Code.

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 research

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

Your own site · 80×15
<a href="https://agentmods.dev/skills/brain-bootstrap/claude-code-brain-bootstrap/research"><img src="https://agentmods.dev/badge/skills/brain-bootstrap/claude-code-brain-bootstrap/research.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 40 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 501 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 $0.00040 $0.00501
Opus 5.5 $0.00016 $0.00200
Sonnet 5.5 $0.00008 $0.00100
Haiku 4.5 $0.00004 $0.00050

Measured 1mo ago against content hash 8187865ce744, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

research 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 1mo 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.

.claude/skills/research/SKILL.md · 73 lines

What it actually says

Research Skill

Explore the codebase without polluting your main context.

When to use

  • Need to understand how a module works before changing it
  • Need to find where a pattern is used across the codebase
  • Need to trace a call path end-to-end
  • Need to gather evidence before proposing a plan

Protocol

Option A — Spawn an explorer subagent (recommended)

"Spawn an explorer subagent to [describe the research goal]. Return a structured summary with: files examined, relevant symbols, call path trace, and key findings."

The explorer runs in read-only mode in isolated context — your main thread stays clean.

Option B — Inline research (for quick lookups)

Find files matching a pattern
find . -name '*.ts' -path '*/auth/*' | head -20
Search for symbol usage
grep -rn --color=never 'functionName' --include='*.ts' . | head -30
Trace a call path
# 1. Find where the function is defined
grep -rn --color=never 'def functionName\|function functionName\|functionName =' . | head -10

# 2. Find all callers
grep -rn --color=never 'functionName(' . | grep -v 'def functionName\|function functionName' | head -20
Read a specific file section

Use file reading tools — do NOT cat the whole file.

Research Output Format

After research, summarize findings:

## Research Summary: <topic>

### Files examined
- path/to/file.ts — reason

### Key symbols found
- SymbolName (file:line) — what it does

### Call path trace
Entry → ServiceA.method → ServiceB.method → DB query

### Key findings
1. Finding 1
2. Finding 2

### Open questions
- ?

Rules

  • Keep research scope tight — stop when you have enough evidence
  • Do NOT modify files during research
  • Save verbose intermediate output to claude/tasks/research-notes.md (not in main context)
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. 1mo ago First seen · 73 lines · 40 tokens per session scan A 8187865ce744

Subscribe to this mod's changes

research is a skill published in the GitHub repository brain-bootstrap/claude-code-brain-bootstrap (11 stars, last pushed 5mo ago), licensed MIT. It adds 40 tokens to every session and 501 once invoked, about $0.0002 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 2026-09-03.

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