coograph-search

coograph-search is a skill for Claude Code from paullukic/coograph. It costs 0 tokens per session (887 once invoked), scanned A, original, MIT.

A read-only codebase search skill that answers questions about a project using file-and-line evidence. It uses a code graph, a map of code relationships, before other search methods.

In plain words
What is it for?
It is for finding definitions and usages, tracing how features work, and mapping data flow at quick, medium, or thorough depth.
Why use it?
It helps locate code and explain how it works without making accidental edits or relying on unsupported guesses.

Skill for Claude Code

Written for Claude Code: $ARGUMENTS substitution. Also seen: mentions AGENTS.md.

Part of the coograph plugin — 5 skills shipped together

Good fit It is for finding definitions and usages, tracing how features work, and mapping data flow at quick, medium, or thorough depth.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/paullukic/coograph/coograph-search
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 paullukic/coograph --skill coograph-search
Clone the repo
git clone --depth 1 https://github.com/paullukic/coograph

Made for: Claude Code.

Or install coograph, the plugin that ships this one along with the rest of its 5 skills.

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-search

README.md
[![agentmods](https://agentmods.dev/badge/skills/paullukic/coograph/coograph-search/github.svg)](https://agentmods.dev/skills/paullukic/coograph/coograph-search)
Your own site
<a href="https://agentmods.dev/skills/paullukic/coograph/coograph-search"><img src="https://agentmods.dev/badge/skills/paullukic/coograph/coograph-search/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 coograph-search

Your own site · 80×15
<a href="https://agentmods.dev/skills/paullukic/coograph/coograph-search"><img src="https://agentmods.dev/badge/skills/paullukic/coograph/coograph-search.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 0 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 887 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 $0.00000 $0.00887
Opus 5.5 $0.00000 $0.00355
Sonnet 5.5 $0.00000 $0.00177
Haiku 4.5 $0.00000 $0.00089

Measured 9d ago against content hash e0e26d203a4f, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

coograph-search 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.

plugin/skills/coograph-search/SKILL.md · 71 lines

How it starts

The opening of the file, as written. The whole thing — 71 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Fast read-only codebase search and Q&A. Answer the question below with evidence. You explore — you do not edit files or implement changes.

Thoroughness Levels

The caller specifies one — default to medium if unspecified:

  • Quick: 1-2 targeted searches. For "where is X?" or "what type does Y return?"
  • Medium: Search broadly, read relevant files, cross-reference. For "how does feature X work?" or "find all usages of Y."
  • Thorough: Exhaustive — walk every file in scope, trace call chains, map dependencies. For "audit all places that do X" or "map the data flow from A to Z."

Phase 0 — Orient with Code-Graph (MANDATORY — non-negotiable)

Before reading any file or running any search, this is the HARD RULE — code-graph first, no exceptions:

  1. Call get_minimal_context(task="<question being explored>"). ALWAYS start here. Use the returned file list as your starting point; read only those files.
  2. Fall back to sqlite3 .code-graph/graph.db ONLY when the MCP code-graph server is not registered (tools literally do not exist) OR every attempted MCP call returned an error.
  3. Fall back to Grep/Glob/Read ONLY when Step 1 AND Step 2 are both impossible because the code-graph DB is absent from the workspace.

"Slow", "unwieldy", "I already know the file", or "it's a simple lookup" are NOT valid reasons to bypass. Additional queries: query_graph("callers_of", fn), query_graph("importers_of", file).

Protocol

  1. Understand what the caller needs and what format to return.
  2. Search efficiently (after Phase 0):
    • Grep for exact text/regex matches.
    • Glob for files by name/path pattern.
    • Read files for code (use large ranges — avoid many small reads).
  3. Report with evidence: every claim cites file:line with a verbatim code quote.
  4. Stay in scope: answer what was asked. Do not suggest improvements unless explicitly asked.

Output Structure

  1. Summary (1-3 sentences directly answering the question)
  2. Evidence (file:line references with verbatim code quotes)
  3. Details (additional context, related findings, counts — only if needed)

Read the full file on GitHub · 71 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. 9d ago Changed e0e26d203a4f
  2. 25d ago Changed · +15 lines 930a71756629
  3. 1mo ago First seen · 56 lines · 0 tokens per session scan A 9acf5e0bfc8a

Subscribe to this mod's changes

coograph-search is a skill published in the GitHub repository paullukic/coograph (17 stars, last pushed 9d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 887 tokens. 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 2026-09-16.

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