claude

fuse-ai-pilot

AI Pilot workflow: APEX methodology (auto-detects Laravel/Next.js/React/Swift), sniper (7-phase code quality + DRY detection), research-expert, explore-codebase

36 on GitHubby Fusenginev1.2.50MITupdated todaydevelopment
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Plugin fuse-ai-pilot from marketplace fusengine-plugins in Fusengine/claude-plugins. Commands read from the repo's manifest — today.

This plugin runs code on your machine — its hooks fire automatically on events like tool use. The exact commands are listed below; read them before installing.

What it installs

Skills (19)

  • agent-creator

    Use when creating expert agents. Generates agent.md with frontmatter, hooks, required sections, and skill references.

  • apex-methodology

    Use when starting ANY development task -- feature, bug fix, refactor, hotfix (triggers: implement, create, build, fix, add feature, refactor, develop).

  • brainstorming

    Use when creating a feature/component or adding functionality. Fires BEFORE APEX Analyze to refine requirements via structured questioning.

  • challenge

    Use before a root-cause, done/verified claim, irreversible action, or 2nd-time fix reaches the owner (APEX or plain conversation); also fires at every eLicit/Verify gate. Not for code correctness (use sniper).

  • code-quality

    Use when validating code quality after modifications -- SOLID compliance, DRY duplication, linter errors, architecture violations. Do NOT use for functional verification (run verification FIRST, then code-quality).

  • elicitation

    Use when an expert agent self-reviews and self-corrects code after the Execute phase, before sniper validation (BMAD-METHOD elicitation techniques).

  • exploration

    Use when exploring an unfamiliar codebase -- architecture analysis, pattern detection, dependency mapping, rapid discovery.

  • fuse-browser-usage

    Use when about to call any mcp__fuse-browser__* tool. Routes fetch/crawl/SERP vs live browser session vs screenshot capture, and enforces the 4 ZERO-TOLERANCE rules -- read BEFORE the tool call.

  • lead-orchestration

    Use when you are the LEAD (main session) and an owner request arrives that needs agents -- receive, check the place, analyze, decompose, distribute, brief, launch, follow, verify, control, report. Detailed version of the CLAUDE.md COORDINATOR PATH; not for sub-agents executing a brief.

  • modularize

    Use when converting existing code to modular architecture (Laravel, Next.js, React). Triggers: \"modularize\", \"convert to modules\", \"migrate to modular\", \"restructure modules\".

  • pr-summary

    Summarize current pull request with diff, comments, and changed files. Use when reviewing PRs or before merging.

  • react-effects-audit

    Use when auditing React or Next.js components for unnecessary or unsafe useEffect usage -- detects 9 anti-patterns from \"You Might Not Need an Effect\".

  • research

    Use when researching documentation, best practices, or complex technical investigations -- Context7 + Exa + Sequential Thinking methodology.

  • skill-creator

    Use when creating new skills, restructuring existing skills, or improving skill documentation.

  • sniper-check

    Use when validating code quality after modifications. Runs sniper agent in isolated forked context for clean, fast validation.

  • tdd

    Use when writing production code that needs tests -- new features, bug fixes, refactoring. Enforces RED-GREEN-REFACTOR before implementation.

  • think-in-code

    Use when analyzing multiple files, auditing a codebase, scanning dependencies, or counting lines -- one Bash pipeline beats N sequential Read calls.

  • verification

    Use when marking a task complete, finishing a feature, or claiming a bug fixed -- verifies functional resolution before closing. Do NOT use for lint/quality checks (use sniper AFTER this).

  • web-performance

    Use when writing or changing web app code (front, backend, DB) to apply performance defaults, or when asked to audit performance (\"audit perf\", \"why is it slow\") -- 31 rules across front, backend+DB and infra, each with status, evidence and user cost. Advisory: audits and recommends, never edits

Slash commands (12)

  • /fuse-ai-pilot:apex-quick

    Quick Flow for simple fixes - Single expert handles explore, code, review, and validate in one pass. Inspired by BMAD Barry.

  • /fuse-ai-pilot:apex

    APEX Methodology - The systematic Analyze-Plan-Execute-eLicit-eXamine approach for intelligent development. Reduces hallucination and defect risk through mandatory parallel research, self-review, and validation gates.

  • /fuse-ai-pilot:cleanup-context

    Memory optimization - removes duplicates, consolidates knowledge, and cleans memory banks for better performance.

  • /fuse-ai-pilot:create-pull-request

    Auto-generate Pull Request with comprehensive description, test plan, and changelog. Hands push and PR creation to agent fuse-ai-pilot:commit.

  • /fuse-ai-pilot:deep-code-analysis

    Comprehensive codebase investigation using research-expert for documentation, explore-codebase for structure, and deep analysis. Perfect for understanding complex systems.

  • /fuse-ai-pilot:epct

    Systematic Explore-Plan-Code-Test methodology for structured development. Ensures comprehensive approach to feature implementation.

  • /fuse-ai-pilot:explain-architecture

    Analyze and explain software architecture with ASCII diagrams and pattern detection. Creates visual representations of system design.

  • /fuse-ai-pilot:fix-pr-comments

    Systematically resolve Pull Request review comments using gh CLI to fetch comments and apply requested changes.

  • /fuse-ai-pilot:prisma-optimize

    Optimize Prisma queries with automated analysis, N+1 detection, index recommendations, and performance patterns based on official documentation

  • /fuse-ai-pilot:run-tasks

    Execute GitHub issues using full EPCT workflow (Explore-Plan-Code-Test). Converts issue requirements into completed PR.

  • /fuse-ai-pilot:update-harness

    Update the shared @fusengine/harness to the latest published version — bumps plugins/package.json and reinstalls the marketplace node_modules so every plugin hook runs the new binary.

  • /fuse-ai-pilot:watch-ci

    Monitor CI/CD pipeline and automatically fix failures. Watches GitHub Actions runs and applies fixes when tests fail.

Subagents (9)

  • brainstorming

    Use when: new features, component creation, major changes, adding functionality — triggers BEFORE Analyze phase. Do NOT use for: bug fixes, trivial changes, refactoring, read-only tasks.

  • challenger

    Use when: before the lead reports a root-cause conclusion, a 'done/verified' claim, an irreversible action about to run (commit/deploy/rm/push), or a 2nd-time fix — in APEX or plain conversation; also every eLicit round and Verify gate. Do NOT use for: code correctness/lint/types/API usage (sniper's

  • commit

    Use when: the lead needs a commit — a WIP commit on the working branch after each verified task, or the full release flow at the end of the mandate; the lead delegates ALL commits here, never runs `git commit` itself. Do NOT use for: read-only git ops (status/log/diff — run directly), non-commit cod

  • explore-codebase

    Use when: unknown project structure, mapping dependencies, finding existing patterns before coding, architectural analysis. Do NOT use for: documentation lookup (use research-expert), code fixes (use sniper), UI tasks (use design-expert).

  • research-expert

    Use when: library docs lookup, API verification, best practices research. Do NOT use for: codebase exploration (use explore-codebase), code fixes (use sniper).

  • skill-creator

    Use when: creating a new skill, restructuring one that lacks the SKILL.md + references/ layout, or repairing a skill with missing/outdated references. Do NOT use for: creating agents (use the agent-creator skill), SOLID audits (solid-orchestrator), or only reading the methodology (/fuse-ai-pilot:ski

  • sniper-faster

    Use when: applying already-identified fixes (linter output, sniper report, user-specified) of 1-10 lines. Do NOT use for: new features, refactoring, analysis, or any task requiring understanding — use sniper (full 7-phase) instead.

  • sniper

    Use when: after ANY code modification (mandatory post-edit validation). Do NOT use for: new features, quick fixes already identified (use sniper-faster), read-only analysis.

  • websearch

    Use when: current events, real-time info, quick factual lookup where speed > depth. Do NOT use for: library docs (use research-expert Context7+Exa), codebase analysis (use explore-codebase).

Hooks (5)

  • SubagentStart

    bun $HOME/.claude/plugins/marketplaces/fusengine-plugins/plugins/node_modules/@fusengine/harness/dist/cli/bin.mjs hook claude-code aipilot

  • PreToolUse

    bun $HOME/.claude/plugins/marketplaces/fusengine-plugins/plugins/node_modules/@fusengine/harness/dist/cli/bin.mjs hook claude-code

  • SubagentStop

    bun $HOME/.claude/plugins/marketplaces/fusengine-plugins/plugins/node_modules/@fusengine/harness/dist/cli/bin.mjs hook claude-code aipilot

  • SessionEnd

    bun $HOME/.claude/plugins/marketplaces/fusengine-plugins/plugins/node_modules/@fusengine/harness/dist/cli/bin.mjs hook claude-code aipilot

  • PostToolUse

    bun $HOME/.claude/plugins/marketplaces/fusengine-plugins/plugins/node_modules/@fusengine/harness/dist/cli/bin.mjs hook claude-code aipilot

View source on GitHub

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