data-analysis
Patterns for data loading, exploration, and statistical analysis
agent-doc-discipline
Writing-time discipline for documents agents consume (the five surfaces, specs, tickets, .omc/skills/) — every rule checkable and carrying a why, steps before reference, one meaning in one home, no restating what the environment already says. Mandatory at drydock seed generation and the launch C5 sediment pass; opt-in for any other agent-facing doc edit. The companion of minimal-code-discipline: that one disciplines code, this one disciplines papers.
ask-navigator
Shipyard's navigator — chart a foggy effort (destination unclear, questions not yet stateable) into a map of decision tickets on the repo's issue tracker, then work the frontier one ticket per session until the way is clear, and hand the collapsed decisions to /launch as a mission brief. Wayfinding, not building: it produces decisions, never deliverables.
autoresearch
Stateful single-mission improvement loop with strict evaluator contract, markdown decision logs, and max-runtime stop behavior
debug
Diagnose the current OMC session or repo state using logs, traces, state, and focused reproduction
deep-interview
Socratic deep interview with mathematical ambiguity gating before explicit execution approval
deepinit
Deep codebase initialization with hierarchical AGENTS.md documentation
drydock
Lay the keel of the shipyard harness in any repo — the 4-pillar shared environment (Context, Rules, Tools, Standards) across 5 surfaces (CLAUDE.md, skills, design-system, mcp/cli, shared context) so that every human and agent inherits the same design language and anyone can ship. Run once per repo; re-run with --check to audit drift.
execute
Carry an approved task through to working, verified code
external-context
Invoke parallel document-specialist agents for external web searches and documentation lookup
graph
Deterministic orchestration graph runtime - declarative DAG pipelines with journal-based crash recovery
harbor
Harbor intake for external work — the captain only handles unresolved decisions. Sweeps incoming issues and PRs, verifies every claim before disposition, reuses every decision already made, and hands the maintainer a docket whose pending items each carry one question with options, recommendation, impact and evidence. Agent-autonomous for facts and for actions covered by standing authorization; signed for every new judgment. Never merges.
hud
Configure HUD display options (layout, presets, display elements)
launch
Shipyard's governed delivery pipeline — converge the mission, synthesize a durable spec, decompose vertical-slice tickets with blocking edges, run the frontier in parallel via team, close with verification, and report with a full decision log. Two entry gates — the yard gate (drydock audit) and the fog gate (an effort whose destination is unclear is routed to /ask-navigator before this pipeline starts). Humans own the checkpoints where there is no unique answer or the error cost is severe; agents continuously run everything repeatable and acceptable-by-evidence.
loft
Loft the shape before cutting steel — answer a design question that prose cannot settle by building a throwaway artifact: a pure logic module in a clickable shell, or structurally different UI variants behind one route. The captain reacts to the artifact; the answer folds into the decision; the artifact never docks. Use when a design question stalls in words, when a navigator map carries a loft ticket, or when a spec discussion reaches "we would have to see it".
minimal-code-discipline
YAGNI-ladder coding discipline for writing changes — existence-first, reuse before writing, dependency ladder, shortest correct diff, with non-negotiables that must never be minimized away
omc-doctor
Diagnose and fix oh-my-claudecode installation issues
omc-setup
Install or refresh oh-my-claudecode for plugin, npm, and local-dev setups from the canonical setup flow
omc-plan
Strategic planning with optional interview workflow
project-session-manager
Worktree-first dev environment manager for issues, PRs, and features with optional tmux sessions
ralph
Self-referential loop until task completion with configurable verification reviewer
ralplan
Consensus planning entrypoint that auto-gates vague ralph/autopilot/team requests before execution
release
Generic release assistant — analyzes repo release rules, caches them in .omc/RELEASE_RULE.md, then guides the release
remember
Review reusable project knowledge and decide what belongs in project memory, notepad, or durable docs
research
Investigate an open question and return grounded, sourced findings
omc-review
Evaluate finished work for defects, risk, and simplification before it ships
self-improve
Autonomous evolutionary code improvement engine with tournament selection
skill
Manage local skills - list, add, remove, search, edit, setup wizard
skillify
Turn a repeatable workflow from the current session into a reusable OMC skill draft
team
N coordinated agents on shared task list using Claude Code implicit agent teams
trace
Evidence-driven tracing lane that orchestrates competing tracer hypotheses in Claude built-in team mode
ultragoal
Durable multi-goal workflow that persists plan/ledger artifacts under .omc/ultragoal and prints Claude /goal handoff text for the active session
verify
Verify that a change really works before you claim completion
visual-verdict
Structured visual QA verdict for screenshot-to-reference comparisons
wiki
LLM Wiki — persistent markdown knowledge base that compounds across sessions (Karpathy model)
experiment-design
Best practices for designing reproducible experiments
ml-rigor
Enforces baseline comparisons, cross-validation, interpretation, and leakage prevention for ML pipelines
configure-notifications
Configure notification integrations (Telegram, Discord, Slack) via natural language
ai-slop-cleaner
Clean AI-generated code slop with a regression-safe, deletion-first workflow and optional reviewer-only mode
ask
Process-first advisor routing for Claude, Codex, Gemini, Antigravity, Grok, or Cursor via `omc ask`, with artifact capture and no raw CLI assembly
autopilot
Full autonomous execution from idea to working code
cancel
Cancel any active OMC mode (autopilot, ralph, ultragoal, swarm, ultrapilot, pipeline, team) and clean up retired legacy state