Current Skill Routing Map for DHF.

flowchart TD
  Start(["User task enters
DHF"])
  AGENTS["Read AGENTS.md
README and docs/repo-index.md"]
  Recover["Run harness_recover.py --json
restore phase, dirty state, next safe task"]
  Env["Run harness_env_probe.py --json
observe hooks, policy, schema"]
  NeedsReq{"Are goal, scope,
and acceptance clear?"}
  Req["Requirements lock
planner / req-to-dev
CONTEXT / ADR"]
  ReqVal["harness_requirements.py validate PATH"]
  Classify{"Classify lifecycle stage
and risk boundary"}
  Repo{"Repo-specific harness available?"}
  RepoSkill["Hand off to project adapter
business paths, commands, smoke matrix"]
  Product["Product / scope judgment
gstack-plan-ceo-review / gstack-office-hours"]
  Plan["Engineering / design planning
vertical slices / AFK / HITL"]
  Proto["Prototype learning / deep modules
throwaway prototype / deep module"]
  Dev["Implementation
tdd-guide / atdd-guide / scoped workers"]
  Team{"Parallel agents?"}
  TeamVal["harness_agent_team.py validate PLAN.json
optional durable brief"]
  Val["Verification and evidence
feedback loop / verification-loop / harness_report.py"]
  QA["QA / security / review
gstack-qa / gstack-cso / gstack-review / code-reviewer"]
  Ship["Ship / deploy
gstack-ship / gstack-land-and-deploy / gstack-canary"]
  Docs["Documentation release
gstack-document-release / doc-updater"]
  Handoff["Handoff
harness_checkpoint.py append"]
  Done(["DHF output
skill routing, verification evidence, next safe task"])

  Start --> AGENTS --> Recover --> Env --> NeedsReq
  NeedsReq -- "No" --> Req --> ReqVal --> Classify
  NeedsReq -- "Yes" --> Classify
  Classify --> Repo
  Repo -- "Yes" --> RepoSkill --> Dev
  Repo -- "No, product-oriented" --> Product --> Plan
  Repo -- "No, engineering/design-oriented" --> Plan --> Proto
  Repo -- "No, directly implementable" --> Dev
  Proto --> Team
  Dev --> Team
  Team -- "Yes" --> TeamVal --> Val
  Team -- "No" --> Val
  Classify -- "Verification" --> Val
  Classify -- "QA/security/review" --> QA --> Val
  Classify -- "Ship/deploy" --> Ship --> Val
  Val --> Docs --> Handoff --> Done

  classDef runtime fill:#e9f7f5,stroke:#0f9b8e,color:#17241f;
  classDef decision fill:#f0eaff,stroke:#8a4fff,color:#17241f;
  classDef build fill:#fbf0dc,stroke:#b26a00,color:#17241f;
  classDef verify fill:#eaf6f0,stroke:#12805c,color:#17241f;
  classDef ship fill:#faeaf1,stroke:#d13574,color:#17241f;

  class AGENTS,Recover,Env,ReqVal,TeamVal,Handoff runtime;
  class NeedsReq,Classify,Team decision;
  class Req,Plan,Proto,Dev,RepoSkill,Product build;
  class Val,QA,Docs verify;
  class Ship ship;