Skills & workflows
Skills carry specialized workflows; semantic-decision isolates bounded
judgment with the current LLM by default and optional Cloudflare inference.
The pack is organized around the five archetypes
of a product-building team — pick by the shape of the work, not the job title.
| Archetype | Skills |
|---|
| Prototyper | office-hours, recon, prototype |
| Builder | autopilot, plan-draft, design-ui, implement, review-pr, qa, browse, create-pr, semantic-decision, agent-first-docs |
| Sweeper | sweep, review-pr, qa |
| Grower | conversion-fix, copy-rewrite, growth-experiment, social-content, product-marketing-page |
| Maintainer | maintain, investigate, qa, analytics-review, triage |
| Setup | setup-project |
Archetype workflows
autopilot runs exactly one workflow per archetype. Name the archetype, or let
autopilot route production work to builder from ticket state.
| Workflow | Use when | Stops at |
|---|
/bbs:autopilot prototyper "<idea>" | Validate a risky assumption with a throwaway spike | learning verdict |
/bbs:autopilot builder "<requirement>" | Build one production ticket (auto-selects build/implement/child/verify) | QA-verified local commit |
/bbs:foreman "<project>" | Decompose and orchestrate a multi-ticket project through Orca | Project-wide QA and configured finish |
/bbs:autopilot sweeper | Simplify / unship / optimize without changing behavior | QA-verified branch |
/bbs:autopilot grower "<metric>" | Rank or scaffold a growth experiment | ranked plan or scaffolded variant |
/bbs:autopilot maintainer | Audit security/deps/reliability/scale, or root-cause a bug | hardened/fixed branch |
Which skill when
| Need | Skill |
|---|
| End-to-end checkpointed work through QA handoff | /bbs:autopilot |
| Plan without coding | /bbs:plan-draft |
| Implement a scoped change | /bbs:implement |
| Validate a risky idea with a throwaway spike | /bbs:prototype |
| Simplify, unship, or optimize without changing behavior | /bbs:sweep |
| Audit security, deps, reliability, or scale and harden | /bbs:maintain |
| Root-cause a bug | /bbs:investigate |
| Turn babysit telemetry into ticket-ready findings | /bbs:analytics-review |
| Make a bounded judgment, including whether human input is needed | /bbs:semantic-decision |
| Classify and unblock a stalled/BLOCKED run | /bbs:triage |
| Focused browser check | /bbs:browse |
| Full test/fix browser loop | /bbs:qa |
| Pre-landing code review | /bbs:review-pr |
| Create a pull request after human review | /bbs:create-pr |
| Product or UI ideation | /bbs:office-hours, /bbs:design-ui |
| Configure repo | /bbs:setup-project |
| Evaluate external code | /bbs:recon |
| Marketing and growth | /bbs:conversion-fix, /bbs:copy-rewrite, /bbs:growth-experiment, /bbs:social-content |
| Agent-first onboarding docs and Markdown discovery | /bbs:agent-first-docs |
| Product value, CTAs and a marketing quick start | /bbs:product-marketing-page |
