pathfinder — скилл для Claude Code: аудит архитектуры
Скилл строит схемы потоков по функциям проекта, ищет дублирование и предлагает свести повторяющиеся системы к общей архитектуре. Пригодится перед рефакторингом.
npx skills add thedotmack/claude-mem --skill pathfinder -a claude-codeЧто делает pathfinder
Сначала pathfinder исследует структуру проекта и предлагает границы функций. Затем субагенты строят Mermaid-схемы для каждой функции, отмечая пути выполнения, побочные эффекты и внешние зависимости. Для находок нужны ссылки на файлы и строки: без них отчёт о дублировании не принимается.
Результаты сохраняются в папке PATHFINDER-<YYYY-MM-DD>/: там будут перечень функций, схемы, отчёт о повторах, предложение по общей архитектуре и подсказки для /make-plan. Сам скилл код не меняет. Он рассчитан на передачу плана дальше, поэтому реализацию придётся выполнять отдельно.
Какие задачи решает
- составить карту функций и точек входа проекта
- проследить основной путь выполнения каждой функции
- найти повторяющуюся логику между подсистемами
- предложить общую архитектуру с учётом обоснованных различий
- подготовить запросы
/make-planдля объединения систем
Примеры запросов агенту
- Используй pathfinder, чтобы составить карту функций проекта и схемы потоков с ссылками на файлы и строки.
- Запусти pathfinder и найди дублирование между системами хранения, затем предложи общий вариант архитектуры.
- Проведи аудит архитектуры перед рефакторингом и подготовь подсказки `/make-plan` для объединения повторяющихся систем.
Как установить pathfinder
1Через Skills CLI (Vercel)
npx skills add thedotmack/claude-mem --skill pathfinder -a claude-code2Вручную: положить файлы
~/.claude/skills/pathfinder/SKILL.mdПапка скилла целиком; для одного проекта — .claude/skills/pathfinder/
1Через Skills CLI (Vercel)
npx skills add thedotmack/claude-mem --skill pathfinder -a codex2Вручную: положить файлы
.agents/skills/pathfinder/SKILL.mdДля всех проектов — ~/.agents/skills/
1Через Skills CLI (Vercel)
npx skills add thedotmack/claude-mem --skill pathfinder -a cursor2Вручную: положить файлы
.cursor/skills/pathfinder/SKILL.mdCursor читает и .agents/skills/, и .claude/skills/
1GitHub CLI
gh skill install thedotmack/claude-mem pathfinder2Вручную: положить файлы
.github/skills/pathfinder/SKILL.md1Через Skills CLI (Vercel)
npx skills add thedotmack/claude-mem --skill pathfinder -a gemini-cli2Командой платформы
gemini skills install https://github.com/thedotmack/claude-mem --path plugin/skills/pathfinderВручную: положить файлы
.devin/skills/pathfinder/SKILL.mdСтарый путь .windsurf/skills/ тоже читается
Через Skills CLI (Vercel)
npx skills add thedotmack/claude-mem --skill pathfinder -a opencodeClaude.ai
Упакуйте папку в zip и загрузите в Settings → Capabilities → Skills
Из того же набора15
Весь набор →Похожие
Вопросы о pathfinder
Как установить pathfinder в Claude Code?
Выполните npx skills add thedotmack/claude-mem --skill pathfinder -a claude-code.
Что делает скилл pathfinder?
Он картирует функции проекта, строит Mermaid-схемы, ищет дублирование и готовит предложение по общей архитектуре. Реализацию кода он не выполняет.
Меняет ли pathfinder код проекта?
Нет. Он сохраняет отчёты и готовит подсказки для /make-plan, а реализация передаётся следующим шагам.
Исходный текст
SKILL.md · Apache-2.0
--- name: pathfinder description: Map a codebase into feature-grouped flowcharts, identify duplicated concerns across features, and propose a unified architecture. Use when asked to "find the ideal path," unify duplicated systems, or audit architecture before a refactor. Emits a proposed unified flowchart plus per-system /make-plan prompts. --- # Pathfinder You are an ORCHESTRATOR. Map the codebase into feature-grouped flowcharts, identify duplicated concerns, propose the simplest unified architecture, and hand off per-system plans to `/make-plan`. You do not write implementation code. You produce diagrams, a duplication report, a proposed unified flowchart, and handoff prompts. ## Delegation Model Use subagents for *discovery and extraction* (file reading, flow tracing, grep, diagramming). Keep *synthesis* (deciding feature boundaries, picking unification strategies, final flowchart) with the orchestrator. Reject subagent reports that lack source citations and redeploy. ### Subagent Reporting Contract (MANDATORY) Each subagent response must include: 1. Sources consulted — exact file paths and line ranges read 2. Concrete findings — exact function names, call sites, data flow 3. Mermaid diagram(s) with nodes labeled by `file:line` 4. Confidence note + known gaps ## Output Artifacts All artifacts go in `PATHFINDER-<YYYY-MM-DD>/` at repo root: - `00-features.md` — feature inventory with boundaries - `01-flowcharts/<feature>.md` — one Mermaid flowchart per feature - `02-duplication-report.md` — cross-cutting duplicated concerns with evidence - `03-unified-proposal.md` — proposed unified architecture + Mermaid - `04-handoff-prompts.md` — copy-pasteable `/make-plan` prompts per unified system ## Phases ### Phase 0: Feature Discovery (ALWAYS FIRST) Deploy ONE "Feature Discovery" subagent to: 1. Walk the source tree (not built artifacts) and read top-level README / CLAUDE.md 2. Propose feature boundaries based on directory structure, import graph, and naming 3. Return a flat list of features with: name, entry points (file:line), core files, brief purpose Orchestrator reviews the proposal, adjusts boundaries if needed, writes `00-features.md`. Do NOT fan out until feature boundaries are approved. ### Phase 1: Per-Feature Flowcharts (FAN OUT) Deploy ONE "Flowchart" subagent per feature in parallel. Each receives only its feature's scope. Each must: 1. Trace the feature's primary happy path from entry point to terminal state 2. Identify side effects (DB writes, HTTP calls, file I/O, process spawns) 3. Note error and fallback branches but do not let them dominate the diagram 4. Produce a Mermaid `flowchart TD` with every node labeled `Name<br/>file:line` 5. List external dependencies (other features it calls into) at the bottom Orchestrator writes each flowchart to `01-flowcharts/<feature>.md`. Reject any diagram missing `file:line` labels. ### Phase 2: Duplication Hunt Deploy TWO subagents in parallel: **"Within-Feature Duplication"** subagent: - For each feature, find repeated code/logic patterns inside the feature only - Report only duplications worth consolidating (ignore trivial repetition) **"Cross-Feature Duplication"** subagent: - Compare flowcharts across features for concerns that appear in multiple places - Examples of what to look for: multiple capture paths, parallel queue implementations, duplicated storage/migration code, repeated agent scaffolding, parallel parsing layers - For each duplication, report: (a) the concern, (b) every location with `file:line`, (c) why they diverged, (d) whether the divergence is legitimate specialization or accidental Orchestrator synthesizes both into `02-duplication-report.md`. Every duplication claim must cite ≥2 `file:line` locations. ### Phase 3: Unified Proposal (ORCHESTRATOR) The orchestrator writes `03-unified-proposal.md` itself — do not delegate synthesis. For each duplicated concern from Phase 2 that is NOT legitimate specialization: 1. Propose the simplest unified design (one path, one store, one handler — whatever applies) 2. Name the consolidated component and its single entry point 3. Show what each old call site becomes 4. Call out any loss of capability and whether it's acceptable End the document with ONE combined Mermaid flowchart showing the proposed unified system. Nodes still labeled with target `file:line` (new or existing) where knowable. **Anti-patterns to reject in your own proposal:** - Adding a new abstraction layer "for flexibility" - Keeping both old paths behind a feature flag - Introducing a registry/factory when a switch statement suffices - Preserving divergent behavior "just in case" ### Phase 4: Per-System Handoff Prompts For each unified system in the proposal, write a ready-to-run `/make-plan` prompt to `04-handoff-prompts.md`. Each prompt must: 1. State the target unified component and its single entry point 2. List the exact call sites to rewrite (from Phase 2 evidence) 3. Cite the relevant flowchart file from `01-flowcharts/` 4. Include anti-pattern guards specific to this system Format each as a fenced code block the user can copy directly into `/make-plan`. ## Key Principles - **Evidence over intuition** — every diagram node and duplication claim cites `file:line` - **Current state before ideal state** — Phases 0–2 describe what IS; Phase 3 describes what SHOULD BE - **Simplest unification wins** — prefer deletion over abstraction; prefer one path over configurable paths - **Specialization is not duplication** — two components serving different trust models or data sources are legitimate even if their code looks similar - **Handoff, don't implement** — Pathfinder ends at plan prompts; `/make-plan` and `/do` take it from there ## Failure Modes to Prevent - Drawing flowcharts from memory instead of source — redeploy subagent with grep evidence requirement - Proposing unification of legitimately specialized components — re-examine trust/data-source divergence - Handoff prompts that lack concrete call sites — rewrite with Phase 2 evidence - Skipping Phase 0 boundary review — fanning out on bad feature boundaries wastes all of Phase 1
© thedotmack · Apache-2.0 · thedotmack/claude-mem