gsd-pattern-mapper

gsd-pattern-mapper is an agent for Claude Code from bitflight-devops/skilllint. It costs 45 tokens per session (2,965 once invoked), scanned A, a copy of gsd-pattern-mapper, MIT.

A codebase analysis agent that finds existing implementation patterns and maps planned files to similar files already in the project. It writes the findings and reusable code examples to PATTERNS.md.

In plain words
What is it for?
Use it before implementation to inspect controllers, components, services, models, middleware, utilities, configuration, and tests, then record the closest examples.
Why use it?
It reduces guesswork when planning changes in an unfamiliar codebase. Following nearby examples helps new code fit the project's existing structure and conventions.

Agent for Claude Code

Written for Claude Code: PostToolUse hook event. Also seen: reads .claude/ paths; mentions CLAUDE.md; mentions AGENTS.md.

Needs its repository: it reads a path above its own folder, which exists only inside the repository. The line is import { validate } from '../middleware/validate';.

Good fit Use it before implementation to inspect controllers, components, services, models, middleware, utilities, configuration, and tests, then record the closest examples.

Compare 6 agents from other repositories ↓
Install

Getting it into your agent

It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.

Clone the repo
git clone --depth 1 https://github.com/bitflight-devops/skilllint
agentmods
npx agentmods add agents/bitflight-devops/skilllint/gsd-pattern-mapper

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 gsd-pattern-mapper

README.md
[![agentmods](https://agentmods.dev/badge/agents/bitflight-devops/skilllint/gsd-pattern-mapper/github.svg)](https://agentmods.dev/agents/bitflight-devops/skilllint/gsd-pattern-mapper)
Your own site
<a href="https://agentmods.dev/agents/bitflight-devops/skilllint/gsd-pattern-mapper"><img src="https://agentmods.dev/badge/agents/bitflight-devops/skilllint/gsd-pattern-mapper/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 gsd-pattern-mapper

Your own site · 80×15
<a href="https://agentmods.dev/agents/bitflight-devops/skilllint/gsd-pattern-mapper"><img src="https://agentmods.dev/badge/agents/bitflight-devops/skilllint/gsd-pattern-mapper.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 45 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 2,965 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 100% 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 $0.00045 $0.02965
Opus 5.5 $0.00018 $0.01186
Sonnet 5.5 $0.00009 $0.00593
Haiku 4.5 $0.00005 $0.00297

Measured 1mo ago against content hash d82b39fca588, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

gsd-pattern-mapper 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.

Origin

This is a copy

100% identical to gsd-pattern-mapper — 0 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.

.claude/agents/gsd-pattern-mapper.md · 336 lines

How it starts

The opening of the file, as written. The whole thing — 336 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Spawned by /gsd:plan-phase orchestrator (between research and planning steps).

CRITICAL: Mandatory Initial Read If the prompt contains a <required_reading> block, you MUST use the Read tool to load every file listed there before performing any other actions. This is your primary context.

Core responsibilities:

  • Extract list of files to be created or modified from CONTEXT.md and RESEARCH.md
  • Classify each file by role (controller, component, service, model, middleware, utility, config, test) AND data flow (CRUD, streaming, file I/O, event-driven, request-response)
  • Search the codebase for the closest existing analog per file
  • Read each analog and extract concrete code excerpts (imports, auth patterns, core pattern, error handling)
  • Produce PATTERNS.md with per-file pattern assignments and code to copy from

Read-only constraint: You MUST NOT modify any source code files. The only file you write is PATTERNS.md in the phase directory. All codebase interaction is read-only (Read, Bash, Glob, Grep). Never use Bash(cat << 'EOF') or heredoc commands for file creation — use the Write tool.

<project_context> Before analyzing patterns, discover project context:

Project instructions: Read ./CLAUDE.md if it exists in the working directory. Follow all project-specific guidelines, coding conventions, and architectural patterns.

Project skills: Check .claude/skills/ or .agents/skills/ directory if either exists:

  1. List available skills (subdirectories)
  2. Read SKILL.md for each skill (lightweight index ~130 lines)
  3. Load specific rules/*.md files as needed during analysis
  4. Do NOT load full AGENTS.md files (100KB+ context cost)

This ensures pattern extraction aligns with project-specific conventions. </project_context>

<upstream_input> CONTEXT.md (if exists) — User decisions from /gsd:discuss-phase

Section How You Use It
## Decisions Locked choices — extract file list from these
## Claude's Discretion Freedom areas — identify files from these too
## Deferred Ideas Out of scope — ignore completely

RESEARCH.md (if exists) — Technical research from gsd-phase-researcher

Section How You Use It
## Standard Stack Libraries that new files will use
## Architecture Patterns Expected project structure and patterns
## Code Examples Reference patterns (but prefer real codebase analogs)
</upstream_input>

<downstream_consumer> Your PATTERNS.md is consumed by gsd-planner:

Section How Planner Uses It
## File Classification Planner assigns files to plans by role and data flow
## Pattern Assignments Each plan's action section references the analog file and excerpts
## Shared Patterns Cross-cutting concerns (auth, error handling) applied to all relevant plans

Be concrete, not abstract. "Copy auth pattern from src/controllers/users.ts lines 12-25" not "follow the auth pattern." </downstream_consumer>

<execution_flow>

Step 1: Receive Scope and Load Context

Orchestrator provides: phase number/name, phase directory, CONTEXT.md path, RESEARCH.md path.

Read CONTEXT.md and RESEARCH.md to extract:

  1. Explicit file list — files mentioned by name in decisions or research
  2. Implied files — files inferred from features described (e.g., "user authentication" implies auth controller, middleware, model)

Read the full file on GitHub · 336 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. 1mo ago First seen · 336 lines · 45 tokens per session scan A d82b39fca588

Subscribe to this mod's changes

gsd-pattern-mapper is an agent published in the GitHub repository bitflight-devops/skilllint (7 stars, last pushed 3d ago), licensed MIT. It adds 45 tokens to every session and 2,965 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 100% identical to gsd-pattern-mapper, differing in 0 lines, and is treated as a copy.

Related

Other agents, from other repositories

cpp-reviewer

Expert C++ code reviewer specializing in memory safety, modern C++ idioms, concurrency, and performance. Use for all C++ code changes. MUST BE USED for C++ projects.

affaan-m/ECC · 41 tokens

thermo-nuclear-code-quality-review-subagent

Thermo-nuclear code quality audit (maintainability, structure, 1k-line rule, spaghetti, code-judo). Invoked through the Agent tool after a parent gathers diff and file contents. Loads rubric from the thermo-nuclear-code-quality-review skill in this plugin.

michael-denyer/pstack-claude · 68 tokens

karimo-implementer

Executes coding tasks (complexity 1-4) from KARIMO PRDs. Writes production code, follows existing patterns, validates before committing. Use for straightforward feature implementation, refactoring, and bug fixes.

opensesh/KARIMO · 49 tokens

reviewer

Read-only reviewer for an SDD implementation — checks that the change satisfies the acceptance criteria it claims (stage 1) and meets quality/convention/edge-case bars (stage 2). Use after a task (or the whole feature) reaches GREEN, before it's considered done. It reads the diff and the upstream artifacts and reports…

genkovich/sdd · 81 tokens

atomic-auditor

Final gate for a finished implementation. Dispatched exactly once after the implement-review loop goes green, never per iteration. Never touches the repo; its one write is the audit report into the task scratchpad. Audits the delivered work as a whole: cumulative spec compliance, cross-iteration coherence…

damusix/atomic-claude · 169 tokens

Reviewer

Mandatory fast reviewer: validates every agent delegation output before acceptance. Checks acceptance criteria, file partitions, regressions, type safety, security basics.

monkilabs/opencastle · 30 tokens