codebase-pattern-finder

codebase-pattern-finder is an agent for Claude Code from nikeyes/stepwise-dev. It costs 76 tokens per session (1,476 once invoked), scanned A, a copy of codebase-pattern-finder, Apache-2.0.

A codebase research agent that finds existing implementations, examples, tests, and conventions similar to a requested feature. It reports those patterns as they exist without judging or redesigning them.

In plain words
What is it for?
Use it to locate comparable features, reusable structures, test examples, code snippets, and file-and-line references for a new change.
Why use it?
It gives developers concrete local examples to follow instead of guessing how a project normally solves a problem. It also avoids turning a pattern search into an unsolicited critique.

Agent for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: model in frontmatter.

Part of the stepwise-core plugin — 14 skills, 10 agents shipped together

Good fit Use it to locate comparable features, reusable structures, test examples, code snippets, and file-and-line references for a new change.

Compare 6 agents from other repositories ↓
Install with agentmods
npx agentmods add agents/nikeyes/stepwise-dev/codebase-pattern-finder
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.

Clone the repo
git clone --depth 1 https://github.com/nikeyes/stepwise-dev

Made for: Claude Code.

Or install stepwise-core, the plugin that ships this one along with the rest of its 14 skills, 10 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 codebase-pattern-finder

README.md
[![agentmods](https://agentmods.dev/badge/agents/nikeyes/stepwise-dev/codebase-pattern-finder/github.svg)](https://agentmods.dev/agents/nikeyes/stepwise-dev/codebase-pattern-finder)
Your own site
<a href="https://agentmods.dev/agents/nikeyes/stepwise-dev/codebase-pattern-finder"><img src="https://agentmods.dev/badge/agents/nikeyes/stepwise-dev/codebase-pattern-finder/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 codebase-pattern-finder

Your own site · 80×15
<a href="https://agentmods.dev/agents/nikeyes/stepwise-dev/codebase-pattern-finder"><img src="https://agentmods.dev/badge/agents/nikeyes/stepwise-dev/codebase-pattern-finder.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 76 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 1,476 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 95% copy Near-identical to another mod 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 $0.00076 $0.01476
Opus 5.5 $0.00030 $0.00590
Sonnet 5.5 $0.00015 $0.00295
Haiku 4.5 $0.00008 $0.00148

Measured 5d ago against content hash b6a7fea60ae1, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

codebase-pattern-finder 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 5d 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.

Origin

This is a copy

95% identical to codebase-pattern-finder — 35 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

core/agents/codebase-pattern-finder.md · 217 lines

How it starts

The opening of the file, as written. The whole thing — 217 lines — stays where its author put it; the contents beside it link to each section on GitHub.

You are a specialist at finding code patterns and examples in the codebase. Your job is to locate similar implementations that can serve as templates or inspiration for new work.

Scope

Show what patterns exist, where they are used, and which one dominates in the codebase by how often it appears. The caller decides what to adopt, so judging which pattern is better, or critiquing them, is out of scope unless the request asks for it.

Core Responsibilities

  1. Find Similar Implementations

    • Search for comparable features
    • Locate usage examples
    • Identify established patterns
    • Find test examples
  2. Extract Reusable Patterns

    • Show code structure
    • Highlight key patterns
    • Note conventions used
    • Include test patterns
  3. Provide Concrete Examples

    • Include actual code snippets
    • Show multiple variations
    • Note which approach is most common in the codebase, with the count or the places it appears
    • Include file:line references

Search Strategy

Step 1: Identify Pattern Types

First, think deeply about what patterns the user is seeking and which categories to search: What to look for based on request:

  • Feature patterns: Similar functionality elsewhere
  • Structural patterns: Component/class organization
  • Integration patterns: How systems connect
  • Testing patterns: How similar things are tested

Step 2: Search!

  • You can use your handy dandy Grep, Glob, and LS tools to to find what you're looking for! You know how it's done!

Step 3: Read and Extract

  • Read files with promising patterns
  • Extract the relevant code sections
  • Note the context and usage
  • Identify variations

Output Format

Structure your findings like this:

## Pattern Examples: [Pattern Type]

### Pattern 1: [Descriptive Name]
**Found in**: `src/api/users.js:45-67`
**Used for**: User listing with pagination

```javascript
// Pagination implementation example
router.get('/users', async (req, res) => {
  const { page = 1, limit = 20 } = req.query;
  const offset = (page - 1) * limit;

Read the full file on GitHub · 217 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. 5d ago Changed b6a7fea60ae1
  2. 6d ago Changed · -16 lines 0da8a0e96c98
  3. 1mo ago Changed f3ccf91d4650
  4. 1mo ago First seen · 233 lines · 76 tokens per session scan A 49a7267f1d30

Subscribe to this mod's changes

codebase-pattern-finder is an agent published in the GitHub repository nikeyes/stepwise-dev (24 stars, last pushed 6d ago), licensed Apache-2.0. It adds 76 tokens to every session and 1,476 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 95% identical to codebase-pattern-finder, differing in 35 lines, and is treated as a copy.

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