Micro: Milestone-level deep analysis
July 3, 2026 · View on GitHub
The Maestro command system includes 64 slash commands, organized into 7 major categories. This document provides the command panorama and core workflow navigation.
Command Overview
| Category | Count | Prefix | Responsibility |
|---|---|---|---|
| Core Workflow | 32 | maestro-* | Lifecycle engine (ralph), initialization, planning, execution, verification, coordination, milestones, overlays, swarm, companion, next, amend, collab, composer, fork, guard, merge, player, tools, ui-codify, universal-workflow, update |
| Management | 11 | manage-* | Issue lifecycle, codebase documentation, knowledge capture, memory, harvest, status, knowledge-audit, kg-extractors |
| Quality | 7 | quality-* | Code review, business testing, UAT, debugging, refactoring, retrospective, sync |
| Specification | 4 | spec-* | Project spec initialization, loading, entry, analytics |
| Learning | 4 | learn-* | Unified retro (git+decision), follow-along, pattern decompose, investigate |
| Odyssey | 5 | odyssey-* | Deep debugging, codebase improvement, requirement iterative delivery, deep review+fix, UI optimization |
| Security | 1 | security-* | Security audit |
| Scholar Skills | 10 | scholar-* | Research ideation, experiment analysis, paper writing, reviewer response, citation verification, anti-AI polish, LaTeX organization, conference prep, thesis formatting |
| Other Skills | 3 | — | Adversarial finding review (insight-challenge), delegation consistency check (delegation-check), prompt file generation (prompt-generator) |
The global entry point /maestro is the smart coordinator that automatically selects the optimal command chain based on user intent and project state.
Command Panorama
graph TB
subgraph entry["Entry"]
M["/maestro Smart Coordinator"]
end
subgraph init["Project Initialization"]
BS["/maestro-brainstorm"]
INIT["/maestro-init"]
RM["/maestro-roadmap"]
SG["/maestro-blueprint"]
UID["/maestro-impeccable"]
end
subgraph pipeline["Milestone Pipeline"]
AN["/maestro-analyze"]
PL["/maestro-plan"]
EX["/maestro-execute"]
VF["/maestro-execute (verify)"]
end
subgraph quality["Quality Pipeline"]
QR["/quality-review"]
QAT["/quality-auto-test"]
QT["/quality-test"]
QD["/quality-debug"]
QRF["/quality-refactor"]
QS["/quality-sync"]
end
subgraph issue["Issue Closed-Loop"]
ID["/manage-issue-discover"]
IC["/manage-issue create"]
IA["/maestro-analyze --gaps"]
IP["/maestro-plan --gaps"]
IE["/maestro-execute"]
ICL["/manage-issue close"]
end
subgraph milestone["Milestone"]
MA["/maestro-milestone-audit"]
MC["/maestro-milestone-complete"]
end
subgraph quick["Quick Channel"]
MQ["/maestro-quick"]
LP["/workflow-lite-plan"]
end
M -->|"Intent routing"| init
M -->|"Intent routing"| pipeline
M -->|"continue"| pipeline
M -->|quick| quick
BS -.->|"Optional"| INIT
INIT --> RM
INIT --> SG
RM --> PL
SG --> PL
UID -.->|"Optional"| PL
AN -->|"Multiple"| AN
AN --> PL
PL -->|"Multiple revise, collision detection"| PL
PL -->|"Execute one-by-one, wave parallel"| EX
EX --> VF
VF --> QAT
QAT --> QR
QR --> QT
QT -->|"All Phases completed"| MA
VF -->|"gaps"| AN
QAT -->|"Failure"| PL
QT -->|"Failure"| QD
QD -->|"Fix"| PL
ID --> IC
IC --> IA
IA --> IP
IP --> IE
IE --> ICL
MA --> MC
MC -->|"Next Milestone"| AN
Interaction Between Main Pipeline and Issues
graph TB
subgraph phase_pipeline["Main Phase Pipeline"]
direction LR
AN["analyze"] -->|"Multiple"| AN
AN --> PL["plan"] -->|"revise"| PL -->|"Execute one-by-one"| EX["execute"] --> VF["verify"]
VF --> QBT["business-test"] --> QR["review"] --> QT["test"] --> MA["milestone-audit"]
end
subgraph issue_loop["Issue Closed-Loop"]
direction LR
ID["discover"] --> IC["create"] --> IA["analyze --gaps"]
IA --> IP["plan --gaps"] --> IE["execute"] --> ICL["close"]
end
subgraph shared["Shared Infrastructure"]
JSONL[("issues.jsonl")]
CMD["Commander Agent"]
SCHED["ExecutionScheduler"]
WS["WebSocket"]
end
QR -->|"Review finds problems, auto-create Issue"| IC
QBT -->|"Business rule failure, Create Issue"| IC
QT -->|"Test failure, Create Issue"| IC
VF -->|"Verify gaps, produce Issue"| IC
IC -->|"phase_id linkage, path=workflow"| phase_pipeline
IE -->|"Fix code, serves Phase"| EX
CMD -->|"Schedule Phase tasks"| SCHED
CMD -->|"Auto-advance Issue"| IA
CMD -->|"Auto-advance Issue"| IP
IC --> JSONL
IA --> JSONL
IP --> JSONL
IE --> JSONL
Two Issue Processing Paths
| path | Meaning | Source | Lifecycle |
|---|---|---|---|
standalone | Independent Issue, not bound to a Phase | Manual creation, /manage-issue-discover, external import | Independent closed-loop, does not affect Phase progression |
workflow | Phase-linked Issue | quality-review auto-create, quality-auto-test failure, Phase verification output | May block milestone completion |
1. Main Workflow
Project Initialization
/maestro-init → /maestro-roadmap or /maestro-blueprint
| Step | Command | Purpose | Output |
|---|---|---|---|
| 0 | /maestro-brainstorm (optional) | Multi-role brainstorming | guidance-specification.md |
| 1 | /maestro-init | Initialize .workflow/ directory | state.json, project.md, specs/ |
| 2a | /maestro-roadmap | Lightweight roadmap | roadmap.md |
| 2b | /maestro-blueprint | 6-stage specification blueprint | PRD + architecture docs + .workflow/blueprint/ |
Milestone Pipeline
analyze → plan → execute → verify → review → test → milestone-audit → milestone-complete
| Stage | Command | Output | Artifact |
|---|---|---|---|
| Analyze | /maestro-analyze | context.md, analysis.md | ANL-{NNN} |
| Plan | /maestro-plan | plan.json + TASK-*.json | PLN-{NNN} |
| Execute | /maestro-execute | .summaries/, code changes | EXC-{NNN} |
| Verify | /maestro-execute (E2.7) | verification.json | VRF-{NNN} |
| Audit | /maestro-milestone-audit | audit-report.md | — |
| Complete | /maestro-milestone-complete | archived to milestones/ | — |
Scope routing: No args = entire milestone; number = specific milestone (micro mode); text = macro exploration (macro mode). --dir specifies upstream output path directly.
Dual-Layer Analyze
| Layer | Argument | Purpose | Downstream Routing |
|---|---|---|---|
| Macro | text, e.g. "user auth system" | Requirement impact exploration, produces scope_verdict | large→roadmap, medium/small→plan |
| Micro | number, e.g. 1 | Milestone-level 6-dimension deep analysis | Directly to plan |
# Macro: explore requirement impact before roadmap
/maestro-analyze "Implement multi-tenancy" # → scope_verdict: large → suggests roadmap
# Micro: Milestone-level deep analysis
/maestro-analyze 1 # → 6-dimension scoring → directly to plan
# Pass upstream context
/maestro-analyze "Auth module" --from brainstorm:BRN-001
Six Usage Modes
A. Full milestone: analyze → plan → execute → verify (one shot, all phases)
B. Per-milestone: analyze 1 → plan 1 → execute 1 (each milestone independently, micro layer)
C. Mixed: Full analysis + per-phase execution + adhoc mid-stream
D. Unified planning: analyze 1 → analyze 2 → plan → execute (analyze first, plan once)
E. Standalone: analyze "topic" → plan --dir → execute --dir (no init/roadmap needed)
F. Macro exploration: analyze "requirement" → scope_verdict → roadmap or plan (macro layer, use before roadmap)
2. Quick Channel
/maestro-quick "Fix login page bug" # Shortest path
/maestro-quick --full "Refactor API layer" # With plan validation
/maestro-quick --discuss "Database migration" # With decision extraction
# Scratch mode (no init required)
/maestro-analyze "Implement JWT auth" # scope=standalone
/maestro-plan --dir scratch/20260420-analyze-xxx
/maestro-execute --dir scratch/20260420-plan-xxx
# Lite chain
/workflow-lite-plan "Implement Issue system" # explore→plan→execute→test
3. Issue Closed-Loop
Discover → Create → Analyze → Plan → Execute → Close
/manage-issue-discover by-prompt "Check API error handling"
/manage-issue create --title "Memory leak" --severity high
/maestro-analyze --gaps ISS-xxx # Root cause analysis
/maestro-plan --gaps # Solution planning
/maestro-execute # Execute fix
/manage-issue close ISS-xxx --resolution "Fixed"
Commander Agent auto-advances unanalyzed Issues with priority execute > analyze > plan.
4. Quality Pipeline
/maestro-execute → /quality-auto-test → /quality-review → /quality-test → /maestro-milestone-audit
| Command | Purpose | Key Parameters |
|---|---|---|
/quality-auto-test {N} | Smart routing test (spec/gap/code) | --re-run --dry-run |
/quality-review {N} | Tiered code review | --level quick|standard|deep |
/quality-test {N} | Session-based UAT | --auto-fix |
/quality-debug | Hypothesis-driven debugging | --from-uat {N} --parallel |
/quality-refactor | Technical debt remediation | [scope] |
Fix loop: verify gaps → plan --gaps → execute → verify or test failure → debug → plan --gaps → execute
5. Coordinator Command Chains
/maestro "Implement user authentication module" # Intent recognition → auto-select chain
/maestro -y "Add OAuth support" # Fully automatic mode
/maestro continue # Auto-execute next step
| Chain Name | Command Sequence | Use Case |
|---|---|---|
full-lifecycle | init→blueprint→...→milestone-audit | Brand new project |
roadmap-driven | init→roadmap→... | Lightweight roadmap |
brainstorm-driven | brainstorm→init→roadmap→... | Start from brainstorming |
analyze-plan-execute | analyze→plan→execute | Quick execution |
quality-loop | review→test→debug | Quality pipeline |
milestone-close | milestone-audit→milestone-complete | Close a milestone |
quick | quick task | Instant small tasks |
6. Specification and Knowledge
/spec-setup # Scan project for conventions
/spec-add coding "All APIs use Hono framework" # Record a spec
/spec-load --role implement # Load specs
/manage-codebase-rebuild # Rebuild codebase docs
/manage-knowhow search "authentication" # Search knowhow
/manage-status # Project dashboard
7. Odyssey Series
Academic research and deep improvement workflows — 5 commands covering debugging, improvement, requirement implementation, code review, and UI optimization.
Command Overview
| Command | Purpose | Core Flow |
|---|---|---|
/odyssey-debug | Deep debugging closed-loop | Archaeology → Explore → Diagnose → Fix → Confirm → Generalize → Discover → Persist |
/odyssey-improve | Codebase quality improvement | Survey → 6-dimension audit → Diagnose → Fix → Verify → Generalize → Discover → Persist |
/odyssey-planex | Requirement-driven iterative delivery | Parse requirement → Acceptance criteria → Plan → Execute → Verify → Fix loop → Generalize |
/odyssey-review-test-fix | Deep code review + fix | Archaeology → Explore → Multi-dimension review → Exhaustive fix → Confirm → Generalize → Discover → Persist |
/odyssey-ui | UI visual experience optimization | Survey → 6-dimension audit → Divergent exploration → Fix → Verify → Generalize → Discover → Persist |
Common Traits
- Zero-residual principle: Every finding must have a concrete action (fix / create Issue / record decision) — no "report and shelve"
- Phase auto-commit: Automatic
git commitafter each phase, no user confirmation needed - Multi CLI assist: Cross-validation via
maestro delegatewith multiple tools - Quality gate self-iteration: Each analytical phase auto-evaluates coverage/depth/actionability, re-enters if insufficient (max 3 rounds)
- Knowledge persistence: S_RECORD phase writes reusable knowledge to understanding.md, later persisted via
/spec-add - Session resumable:
-cflag resumes last session,-yauto-confirms all decision points
/odyssey-debug — Deep Debugging
/odyssey-debug "Login API returns 500" # Full debug loop
/odyssey-debug "Memory leak" --template memory-leak # Predefined strategy
/odyssey-debug "Performance degradation" --skip-fix # Analysis only
/odyssey-debug "Race condition" -y # Full auto mode
/odyssey-debug -c # Resume last session
| Parameter | Description |
|---|---|
<issue> | Issue description |
--template <name> | Predefined strategy: performance / memory-leak / race-condition / regression / crash |
--skip-fix | Analysis only, no fix execution |
--skip-generalize | Skip generalization scan |
--auto | CLI delegates without confirmation |
-y | Auto-confirm all decisions |
-c | Resume most recent session |
Output: session.json + evidence.ndjson + explore.json + understanding.md (9 sections)
/odyssey-improve — Codebase Quality Improvement
/odyssey-improve src/auth/ # Audit specific module
/odyssey-improve HEAD # Audit recent changes
/odyssey-improve --dimensions performance,security # Specify dimensions
/odyssey-improve --all --skip-fix # Full project scan, review only
| Parameter | Description |
|---|---|
<target> | Module path / HEAD / staged / keyword / --all |
--dimensions <list> | 6-dimension subset: performance / security / architecture / reliability / observability / maintainability |
--fix-threshold <severity> | Fix threshold: all / critical / high / medium / low |
--skip-fix | Audit + diagnose only |
--skip-generalize | Skip generalization |
6 dimensions: Performance (hot paths, N+1 queries), Security (OWASP Top 10), Architecture (layer violations, circular deps), Reliability (error handling), Observability (logging coverage), Maintainability (complexity, dead code)
/odyssey-planex — Requirement-Driven Iterative Delivery
/odyssey-planex "Implement JWT authentication" # Full requirement loop
/odyssey-planex "Fix login bug" --template bugfix # Bug fix template
/odyssey-planex "Refactor API layer" --template refactor # Refactor template
/odyssey-planex "Implement payments" --max-iterations 5 # Max 5 verify cycles
/odyssey-planex "Migrate DB" --method cli --executor codex # CLI execution
| Parameter | Description |
|---|---|
<requirement> | Requirement description |
--template <name> | Template: feature / bugfix / refactor / migration / api-endpoint |
--max-iterations N | Max verify→fix cycles (default 3) |
--method agent|cli|auto | Execution method |
--executor <tool> | Explicit CLI executor tool |
--skip-verify | Skip post-execution validation gate |
Core loop: Define acceptance criteria → Plan → Execute → Verify each criterion → Fix failures → Re-verify until all pass
/odyssey-review-test-fix — Deep Code Review
/odyssey-review-test-fix src/api/ # Review specific directory
/odyssey-review-test-fix HEAD # Review recent changes
/odyssey-review-test-fix --dimensions correctness,security # Specify dimensions
/odyssey-review-test-fix --fix-threshold high # Only fix critical + high
| Parameter | Description |
|---|---|
<target> | File/dir path / HEAD / staged / Phase number / PR number |
--dimensions <list> | Dimension subset: correctness / security / performance / architecture |
--fix-threshold <severity> | Fix threshold (default all = exhaustive) |
--skip-fix | Review only |
--skip-generalize | Skip generalization |
Exhaustive fix: Per severity tier (critical → high → medium → low), re-review modified area after each tier
/odyssey-ui — UI Visual Experience Optimization
/odyssey-ui src/components/Header/ # Audit specific component
/odyssey-ui --dimensions visual_hierarchy,accessibility # Specify dimensions
/odyssey-ui --skip-fix # Review + divergent exploration only
| Parameter | Description |
|---|---|
<target> | Component/page path / staged / HEAD / feature area name |
--dimensions <list> | 6-dimension subset: visual_hierarchy / interaction_states / accessibility / responsiveness / micro_interactions / edge_cases |
--skip-fix | Review only |
--skip-generalize | Skip generalization |
Unique phase: S_DIVERGE (Divergent exploration) — Goes beyond defect fixing to ask "what would make this delightful?"
8. Ralph Lifecycle Engine
Ralph is the adaptive lifecycle engine that reads project state → infers position → builds adaptive step chains → delegates execution.
/maestro-ralph — Adaptive Decision Engine
/maestro-ralph "Implement user authentication" # Auto-infer position and build chain
/maestro-ralph "phase 2" # Specify phase
/maestro-ralph status # View current session status
/maestro-ralph continue # Resume execution
/maestro-ralph -y "Refactor API layer" # Full auto mode
Core invariants:
- Ralph only builds and evaluates, never executes steps
status.jsonis the single source of truth- Hands off execution via
Skill("maestro-ralph-execute") - Every step must have
completion_confirmed: true
Decision gates: post-execute / post-business-test / post-review / post-test / post-goal-audit / post-analyze-scope / post-milestone — auto-evaluates quality gate results, decides proceed / fix / escalate
/maestro-ralph-execute — Single-Step Executor
/maestro-ralph-execute # Execute next pending step
/maestro-ralph-execute -y # Auto mode
Ralph's executor: Locate session → Find next step → Load via maestro ralph next CLI → Inline execute → maestro ralph complete → Self-invoke next. Mutual invocation with /maestro-ralph forms a self-perpetuating work loop.
9. Additional maestro-* Commands
/maestro-amend — Workflow Deficiency Fix
/maestro-amend --scan # Auto-scan .workflow/ for signals
/maestro-amend --from-verify .workflow/scratch/xxx # Collect from verification results
/maestro-amend --from-review .workflow/scratch/xxx # Collect from code review
/maestro-amend --from-issues ISS-001,ISS-002 # Collect from Issues
/maestro-amend "Missing verification after execute" # Direct description
Signal-driven overlay generator — collects workflow deficiency signals from multiple sources, diagnoses which commands need amendment, batch-generates targeted overlays. Unlike /maestro-overlay (single explicit intent), this command discovers what needs amending.
/maestro-collab — Multi-Tool Cross-Verification
/maestro-collab "Evaluate microservice decomposition" # Multi-tool parallel analysis
/maestro-collab "Review security architecture" --tools gemini,claude # Specify tools
/maestro-collab "API design review" --mode analysis # Read-only analysis mode
Fans out requirement to multiple CLI tools in parallel → cross-verifies for consensus/conflicts → synthesizes unified report (collab-report.md + context.md + conclusions.json).
/maestro-composer — Workflow Template Composer
/maestro-composer "Analyze → Plan → Execute → Test" # Create template from natural language
/maestro-composer --resume # Resume incomplete design
/maestro-composer --edit ~/.maestro/templates/workflows/xxx.json # Edit existing template
Interactive workflow template composer: natural language → DAG template. Three-phase confirmation (intent → node mapping → pipeline visualization), auto-injects checkpoints, produces templates executable by /maestro-player.
/maestro-fork — Milestone Worktree Parallel Dev
/maestro-fork -m 2 # Create worktree for Milestone 2
/maestro-fork -m 2 --base develop # Specify base branch
/maestro-fork -m 2 --sync # Sync latest main changes
Creates or syncs a milestone-level git worktree for parallel development. Auto-copies shared .workflow/ files, writes scope marker and scoped state.json.
/maestro-merge — Milestone Worktree Merge
/maestro-merge -m 2 # Merge Milestone 2 worktree
/maestro-merge -m 2 --dry-run # Preview merge
/maestro-merge -m 2 --no-cleanup # Merge but keep worktree
/maestro-merge -m 2 --continue # Continue after conflict resolution
Merges a milestone worktree branch back into main, syncs scratch artifacts, reconciles artifact registry. Two-phase: git merge first, artifact sync second.
/maestro-guard — Editing Boundary Management
/maestro-guard on # Enable boundary protection
/maestro-guard off # Disable
/maestro-guard status # View status
/maestro-guard allow src/ # Allow editing src/ directory
/maestro-guard deny node_modules/ # Deny editing node_modules/
Configures directory-level write boundaries enforced by the workflow-guard PreToolUse hook.
/maestro-milestone-release — Version Release
/maestro-milestone-release # Auto-bump minor version
/maestro-milestone-release 2.0.0 # Specify version
/maestro-milestone-release --bump patch # Patch bump
/maestro-milestone-release --dry-run # Preview changes
/maestro-milestone-release --no-tag --no-push # Version + changelog only
Packages a completed milestone into a releasable version: version bump → changelog generation → git tag → push. Downstream of /maestro-milestone-complete.
/maestro-overlay — Command Overlay Creation
/maestro-overlay "Always run review after execute" # Create overlay from natural language
/maestro-overlay "Load domain knowledge before analyze" # Inject required_reading
Turns natural-language instructions into command overlays — JSON patch files that augment .claude/commands/*.md non-invasively. Supports injection point preview, skill chain configuration, idempotent installation. Management via maestro overlay list (ink TUI).
/maestro-player — Workflow Template Execution
/maestro-player wft-auth-flow-20260601 # Execute specified template
/maestro-player --list # List available templates
/maestro-player -c # Resume paused session
/maestro-player wft-xxx --context goal="Implement auth" # Bind context variables
/maestro-player wft-xxx --dry-run # Preview execution plan
Loads workflow templates (from /maestro-composer) → binds context variables → executes DAG nodes in topological order → persists state at checkpoints → supports resume. Four node types: skill / cli / agent / checkpoint.
/maestro-tools-execute — Tool Spec Execution
/maestro-tools-execute integration-test # Execute by name
/maestro-tools-execute --category coding # Select by category
/maestro-tools-execute --category review --keyword api # Keyword filter
/maestro-tools-execute # Interactive selection
Loads registered tool specs (knowhow documents with tool: true) and executes them step-by-step. Supports direct invocation by name or category-based listing.
/maestro-tools-register — Tool Spec Registration
/maestro-tools-register extract OAuth PKCE flow from src/auth/ # Extract from code
/maestro-tools-register generate Stripe webhook verification # Generate new tool
/maestro-tools-register optimize e2e-checkout # Optimize existing tool
/maestro-tools-register promote RCP-db-migration as test tool # Promote knowhow to tool
Codifies reusable business processes as knowhow documents (tool: true). Four modes: Extract (from code), Generate (new tool), Optimize (existing), Promote (elevate existing knowhow).
/maestro-ui-codify — Design System Extraction
/maestro-ui-codify src/components/ # Extract design system from source
/maestro-ui-codify src/ --package-name my-design # Specify package name
/maestro-ui-codify src/ --output-dir .workflow/ref # Specify output directory
4-phase pipeline: Validate → Extract (3 parallel Agents) → Package (preview.html) → Knowhow persistence. Outputs design-tokens.json + layout-templates.json + preview + knowhow manifest.
/maestro-universal-workflow — Dynamic Adversarial Workflow Generation
/maestro-universal-workflow "Evaluate 3 caching strategies" # Auto-match or generate
/maestro-universal-workflow "Review security" --depth deep # Deep adversarial mode
/maestro-universal-workflow "Compare options" --dry-run # Generate only
/maestro-universal-workflow --from wf-analyze "Extend analysis" # Modify existing script
Dynamic workflow generator: scan library for matches → generate task-specific Workflow scripts (with adversarial patterns) → execute → persist. Scripts saved to ~/.maestro/workflows/dynamic/uwf-*.js for reuse. Three depths: shallow (1 skeptic) → standard (3-way advocacy + referee) → deep (cross-verify + meta-skeptic).
/maestro-update — Version Upgrade
/maestro-update # Detect and upgrade
/maestro-update --dry-run # Preview upgrade plan
/maestro-update --force # Skip confirmation
/maestro-update --setup-only # Run only current version setup
Detects current version → runs schema migration → executes version-specific upgrade workflow. Auto-backs up state.json, supports incremental migration.
10. CLI Subsystems
maestro install toggle — Command Enable/Disable
maestro install toggle # Interactive TUI
maestro install toggle --type command # Manage commands only
maestro install toggle --list # List all installed items
maestro install toggle --enable "maestro-ralph,maestro-search" # Enable specified
maestro install toggle --disable "team-swarm,team-review" # Disable specified
Provides both interactive TUI and non-interactive CLI to manage enabled state of installed commands, skills, and agents.
maestro workspace — Workspace Management
maestro workspace link <path> # Link external workspace
maestro workspace unlink <path> # Unlink
maestro workspace list # List all linked workspaces
maestro workspace status # View workspace status
Manages multi-project workspace links, supporting cross-project knowledge sharing and artifact references.
maestro domain — Domain Knowledge Management
maestro domain # View current domain config
Manages project domain knowledge configuration, affecting spec injection and knowledge search scope.
/manage-kg-extractors — Knowledge Graph Extractor Config
/manage-kg-extractors # Scan and generate extraction rules
/manage-kg-extractors --scan-only # Scan only, no write
/manage-kg-extractors --append # Append to existing config
/manage-kg-extractors --language typescript # Limit to specific language
Analyzes codebase patterns to auto-generate .workflow/kg/extractors.yaml — teaches MaestroGraph's codegraph extractor to recognize project-specific symbols (builder/factory APIs, domain constants, custom decorators, etc.). 3 parallel agents scan builder/factory calls, constants/annotations, and framework-specific patterns.
store_knowhow MCP Tool
store_knowhow is a built-in MCP tool for knowledge entry storage and search:
| Operation | Description |
|---|---|
add | Create new knowhow entry (type: session/tip/template/recipe/reference/decision/asset/blueprint/document) |
search | Full-text search knowhow entries |
Entries are auto-indexed by WikiIndexer (type=knowhow, category={type}). Supports tags, categorization, and spec category bridging (specCategory parameter allows knowhow entries to be injected alongside spec entries).
11. Scholar Skills
10 academic research skills covering the full pipeline from ideation to publication.
| Skill | Purpose | Trigger Words |
|---|---|---|
scholar-ideation | Research ideation & literature review | brainstorm research ideas, identify research gaps |
scholar-experiment | Experimental results analysis | analyze experimental results, statistical analysis |
scholar-writing | End-to-end paper writing | write paper, draft paper |
scholar-review | Paper self-review & reviewer response | review paper, write rebuttal |
scholar-rebuttal-pro | Enhanced reviewer response (multi-perspective) | rebuttal, respond to reviewers |
scholar-citation-verify | Citation verification (4-layer) | verify citations, check references |
scholar-anti-ai-writing | Remove AI writing patterns | remove AI patterns, humanize text |
scholar-latex-organizer | LaTeX template organization | organize LaTeX template, prepare Overleaf |
scholar-publish | Post-acceptance conference preparation | conference preparation, prepare presentation |
scholar-thesis-docx | Thesis/dissertation Word formatting | thesis formatting, dissertation Word |
12. Other Skills
| Skill | Purpose | Trigger Words |
|---|---|---|
insight-challenge | Adversarial review of code quality findings | insight-challenge, challenge finding |
delegation-check | Delegation prompt vs role definition consistency check | check delegation, delegation conflict |
prompt-generator | Claude Code prompt file generation/conversion | create command, create skill, create agent |
insight-challenge — Finding Adversarial Review
Adversarial review of code quality findings. Challenges insights with counter-evidence, verifies claims against source code, and produces structured verdicts (confirmed / weakened / overturned).
delegation-check — Delegation Consistency Check
Validates that command delegation prompts (Agent() calls) and agent role definitions respect content separation boundaries. Detects 7 conflict dimensions: role re-definition, domain expertise leaking, quality gate duplication, output format conflicts, process override, scope authority conflicts, and missing contracts.
prompt-generator — Prompt File Generation
Generates or converts Claude Code prompt files — command orchestrators, skill files, agent role definitions, or style conversion of existing files. Follows GSD-style content separation with built-in quality gates.
Specialized Guides
| Topic | Guide |
|---|---|
| Quality pipeline details | Quality Pipeline Guide |
| Issue discovery & closed-loop | Issue Discover Guide |
| Learning toolkit | Learn Tools Guide |
| Knowledge graph management | Knowledge Management Guide |
| Search system | Search System Guide |
| Installation guide | Install Guide |
| CLI command reference | CLI Commands Guide |
| Spec system | Spec System Guide |
| Spec injection mechanism | Spec Injection Guide |
| MCP tools reference | MCP Tools Guide |
| Delegate async tasks | Delegate Async Guide |
| Overlay command extension | Overlay Guide |
| Hooks automation | Hooks Guide |