gsd-pattern-mapper

A read-only codebase analysis agent that finds existing code patterns and records which examples to follow for planned files. It writes these findings to a PATTERNS.md file.

In plain words
What is it for?
It helps plan controllers, components, services, models, middleware, utilities, configuration, and tests by matching them with similar existing files and documenting imports, authentication, error handling, and data flow.
Why use it?
It reduces the guesswork involved in deciding how new code should fit an existing project. It also keeps pattern research separate from changing source code.

Agent for Claude Code

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.

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

Made for: Claude Code.

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 2,635 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin 91% 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 $0.00044 $0.02635
Opus 5 $0.00022 $0.01318
Sonnet 5 $0.00009 $0.00527
Haiku 4.5 $0.00004 $0.00264

Measured yesterday against content hash 0ec86d4b66f2, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, 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 yesterday.

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

91% identical to gsd-pattern-mapper — 22 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.

.cleo/agent-outputs/T-POMODORO-BENCH-2026-04-16/gsd/.claude/agents/gsd-pattern-mapper.md · 320 lines

How it starts

The opening of the file, as written. The whole thing — 320 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 · 320 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. yesterday First seen · 320 lines · 44 tokens per session scan A 0ec86d4b66f2

Subscribe to this mod's changes

gsd-pattern-mapper is an agent published in the GitHub repository kryptobaseddev/cleo (160 stars, last pushed 11d ago), licensed MIT. It adds 44 tokens to every session and 2,635 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. It is 91% identical to gsd-pattern-mapper, differing in 22 lines, and is treated as a copy.

Related

Other agents, from other repositories

Demonstrate

Agent for demonstrating VS Code features.

microsoft/vscode · 10 tokens

playwright-test-generator

Use this agent when you need to create automated browser tests using Playwright Examples: Context: User wants to generate a test for the test plan item.

microsoft/playwright · 151 tokens

.NET-Notebook-Migration-Agent

Expert .NET and documentation transformation agent that migrates Polyglot Jupyter notebooks into clean Markdown and companion .NET sample code.

microsoft/ai-agents-for-beginners · 33 tokens

AVM Owner Triage

Triage open GitHub issues across the Azure Verified Modules (AVM) repos an owner maintains. Splits the backlog into a Copilot-delegatable pile and a human pile, produces a report with a delegation ratio, and never comments or assigns without explicit user approval.

github/awesome-copilot · 61 tokens

Ultimate Transparent Thinking Beast Mode

Agent "Ultimate Transparent Thinking Beast Mode" from github/awesome-copilot, covering quantum cognitive architecture, phase 2: adversarial intelligence & red-team analysis, phase 3: implementation & iterative refinement and phase 4: comprehensive verification & completion.

github/awesome-copilot · 11 tokens

code-reviewer

Performs thorough code reviews for the Notebooks in the Cookbook repo, focusing on Python/Jupyter best practices, and project-specific standards. Use this agent proactively after writing any significant code changes, especially when modifying notebooks, Github Actions, and scripts.

anthropics/claude-cookbooks · 52 tokens