gsd-pattern-mapper

gsd-pattern-mapper is an agent for Claude Code from megamen32/LastHumanCommit. It costs 44 tokens per session (2,953 once invoked), scanned A, a copy of gsd-pattern-mapper, MIT.

A codebase analysis assistant that finds existing code patterns similar to planned files and maps those examples to the new work.

In plain words
What is it for?
Use it before planning to create PATTERNS.md with file roles, closest analogues, and implementation details to follow.
Why use it?
New code is less likely to fit the project when its structure, data flow, or error handling is invented without checking nearby examples.

Agent for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: mentions AGENTS.md; mentions Codex; $skill-name invocation.

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';.

Part of the gsd plugin — 67 skills, 33 agents shipped together

Good fit Use it before planning to create PATTERNS.md with file roles, closest analogues, and implementation details to follow.

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/megamen32/LastHumanCommit
agentmods
npx agentmods add agents/megamen32/lasthumancommit/gsd-pattern-mapper

Made for: Claude Code.

Or install gsd, the plugin that ships this one along with the rest of its 67 skills, 33 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 gsd-pattern-mapper

README.md
[![agentmods](https://agentmods.dev/badge/agents/megamen32/lasthumancommit/gsd-pattern-mapper/github.svg)](https://agentmods.dev/agents/megamen32/lasthumancommit/gsd-pattern-mapper)
Your own site
<a href="https://agentmods.dev/agents/megamen32/lasthumancommit/gsd-pattern-mapper"><img src="https://agentmods.dev/badge/agents/megamen32/lasthumancommit/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/megamen32/lasthumancommit/gsd-pattern-mapper"><img src="https://agentmods.dev/badge/agents/megamen32/lasthumancommit/gsd-pattern-mapper.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 44 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 2,953 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 94% 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 $0.00044 $0.02953
Opus 5 $0.00022 $0.01477
Sonnet 5 $0.00009 $0.00591
Haiku 4.5 $0.00004 $0.00295

Measured today against content hash efbcfa7c5de4, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, 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 today.

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

94% identical to gsd-pattern-mapper — 31 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.

plugins/gsd/agents/gsd-pattern-mapper.md · 335 lines

How it starts

The opening of the file, as written. The whole thing — 335 lines — stays where its author put it; the contents beside it link to each section on GitHub.

<codex_agent_role> role: gsd-pattern-mapper tools: Read, Bash, Glob, Grep, Write purpose: Analyzes codebase for existing patterns and produces PATTERNS.md mapping new files to closest analogs. Read-only codebase analysis spawned by $gsd-plan-phase orchestrator before planning. </codex_agent_role>

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 ./AGENTS.md if it exists in the working directory. Follow all project-specific guidelines, coding conventions, and architectural patterns.

Project skills: Check .codex/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

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
## the agent'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 · 335 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. today First seen · 335 lines · 44 tokens per session scan A efbcfa7c5de4

Subscribe to this mod's changes

gsd-pattern-mapper is an agent published in the GitHub repository megamen32/LastHumanCommit (2 stars, last pushed today), licensed MIT. It adds 44 tokens to every session and 2,953 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. It is 94% identical to gsd-pattern-mapper, differing in 31 lines, and is treated as a copy.

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