ddd-distribute
xg-gh-25/SwarmAI
Package a grown DDD into a distributable capability package — the last step of the DDD lifecycle (cultivate → version → DISTRIBUTE). Human-in-the-loop: reads the DDD's OWN declared reach (aim.json distribution block = the ceiling), confirms which declared target(s) to emit NOW, renders BOTH standard shapes on demand — an internal AIM capabilities package (Config+AIMBuild+agent-spec) and/or an Open-Plugins plugin (.plugin/plugin.json) — runs a fail-closed content-safety scan over the emitted tree, and returns the built package path. Never widens reach by inference; emit ≠ publish.
TRIGGER: "distribute this ddd", "package ddd", "ship ddd to kiro/quick/claude code", "publish ddd", "make a plugin from this ddd".
NOT FOR: creating/binding a DDD (s_ddd-manager); running the pipeline (s_ddd-pipeline); publishing content/media (s_ddd-pollinate).
pollinate
xg-gh-25/SwarmAI
Swarm's media value delivery engine. Transforms messages into optimized media packages (poster, video, narrative, shorts, README) via a 9-stage pipeline (EVALUATE->REFLECT). Message-first, format follows audience. Your message, their attention, the right format.
TRIGGER: "pollinate", "make content about", "GTM for", "promote".
NOT FOR: autonomous-pipeline, deep-research use cases.
ddd-manager
xg-gh-25/SwarmAI
Provision and manage DDD projects that conform to the canonical six-section structure — the self-propagation seed. Full lifecycle: CREATE (with context-extraction from a codebase, NOT blank templates), BIND a repo (⑤ delivery contract), LIST / EDIT / RENAME. Pure filesystem, no SwarmAI backend — a DDD carries this so it can create MORE spec-compliant DDDs on Kiro / Claude Code.
TRIGGER: "create ddd", "new ddd project", "add a domain", "bind repo to ddd", "provision ddd".
NOT FOR: SwarmAI's own project CRUD (native s_project-manager); code (that's s_ddd-pipeline).
ddd-pipeline
xg-gh-25/SwarmAI
DDD-native autonomous dev loop — judge→execute→reflect on a SINGLE DDD via a bundled, decoupled engine (engine/artifact_cli.py, file-based .artifacts/ state, NO data.db, NO SwarmAI backend). Retains the moat: Gate-2 adversarial-before-commit + the 养成 ladder. DDD-native decouple of SwarmAI's s_autonomous-pipeline engine.
TRIGGER: "ddd pipeline", "run the ddd loop", "build in this ddd".
NOT FOR: SwarmAI's own multi-project pipeline (that's the native s_autonomous-pipeline).
ddd-pollinate
xg-gh-25/SwarmAI
Express THIS DDD's product value to audiences — message-first, format follows — via a bundled, decoupled copy of SwarmAI's real pollinate engine (11 format tracks + scripts + moat gates), sourcing value from the DDD's own ② PRODUCT.md, file-based, no SwarmAI backend. DDD-native decouple of s_pollinate.
TRIGGER: "ddd pollinate", "express this ddd's value", "make content from this ddd".
NOT FOR: SwarmAI's own s_pollinate (bound to Swarm brand + SwarmWS paths).
project-manager
xg-gh-25/SwarmAI
Create, list, edit, rename, and delete DDD projects (Domain-Driven Design) — provisions the canonical six-section DDD structure. Each project gets 4 knowledge documents (PRODUCT.md, TECH.md, IMPROVEMENT.md, PROJECT.md) and an .artifacts/ directory for pipeline outputs.
TRIGGER: "add project", "new project", "create project", "rename project", "create DDD".
NOT FOR: radar-todo use cases.