orch-pipeline
Shared orchestration engine for the orch-* skill family. Defines the gated Research-Plan-TDD-Review-Commit pipeline, the size classifier, the agent map, and the two human gates that the orch-* operation skills delegate to. Not usually invoked directly. Not usually invoked directly; it applies when a
By affaan-m · 2,210 installs
npx skills add affaan-m/ecc --skill orch-pipeline
Source repository · Upstream listing
Orchestrator Pipeline (shared engine)
The orch skills are thin wrappers. They do not re implement any work — they
classify the request, choose which phases of this pipeline run, and delegate
each phase to an existing ECC agent or command. This file is that pipeline.
Invoke an operation skill ( orch add feature , orch fix defect , …) rather
than this engine directly. This file is the reference they point at.
When to Use
Loaded indirectly whenever an orch operation skill runs.
Read directly only when adding a new operation to the family or tuning the
shared phases, gates, or agent map.
The operation family
Skill Operation Trigger First move
orch add feature feature capability does not exist yet research + plan a new slice
orch change feature tweak works, but desired behavior differs amend existing behavior and its tests
orch fix defect fix broken; behavior is wrong reproduce as a failing test, then fix
orch refine code refactor behavior stays, structure improves restructure while keeping tests green
orch build mvp mvp bootstrap from a design/spec doc ingest doc → vertical slices
These wrappers compose existing ECC commands rather than replace them:
/feature dev , /plan , /code review , /build fix , /refactor clean , and
/gan build , plus the tdd workflow skill. The orch family adds the shared
size classifier and the two gates
on top of them, so one umbrella covers all five operations consistently.
Step 0 — Classify size (right sizing)
Ceremony scales to blast radius. Score the request on three signals, take the
highest tier any signal reaches, and state the result in one line so the user
can override:
Tier Files touched New dependency / contract Design ambiguity Phases that run
trivial 1, a few lines none none — the change is obvious 4 → 5 → 6
small 1 file / 1 function none clear once you read the code (1 light) → 4 → 5 → 6
standard 2–5 files maybe a new internal module one real choice to make 1 → 2 → 4 → 5 → 6
large many / cross cutting new external dep, public API, or a spec doc multiple open questions 1 → 2 → (3) → 4 → 5 → 6
Phase 0 (Intake) always runs and is omitted from the mask column above. The
tie breaker: anything touching a security trigger (below) or a public API /
contract is at least standard, regardless of file count.
The phases
Each phase delegates — it does not do the work inline.
0. Intake — restate the request. For orch build mvp , read the spec/design
doc and extract scope, locked decisions, and a feature list.
1. Research & Reuse — per rules/common/development workflow.md : gh search repos /
gh search code , then Context7 / vendor docs, then package registries, then
Exa. Prefer adopting a proven implementation over net new code.
2. Plan — delegate to the planner agent (or architect /
code architect for structural decisions). Output a task list ordered as
thin vertical slices. → GATE 1.
3. Scaffold — orch build mvp only: stand up the first end to end slice.
4. Implement (TDD) — drive each task through the tdd guide agent (or the tdd workflow skill):
red → green → refactor. Honor the operation's first move rule.
5. Review — code reviewer agent / /code review . Add security reviewer
whenever the diff touches a security trigger (below).
6. Commit — conventional commits ( feat: / fix: / refactor: / …), one
per logical chunk. → GATE 2.
The two gates
This family is gated, not autonomous :
1. GATE 1 — after Plan. Present the task list ; do not write implementation
code until the user approves.
2. GATE 2 — before Commit. Present the diff summary and proposed messages;
do not commit until the user confirms.
Everything between the gates flows without stopping.
Agent / command map
Phase Primary Fallback / escalation
Intake / understand code explorer trace existing paths before a tweak, fix, or refactor
Plan planner architect , code architect for structural calls
Implement tdd guide (or tdd workflow skill) build error resolver / /build fix on build breaks
Review code reviewer / /code review language reviewer ( python reviewer , typescript reviewer , …)
Security security reviewer —
MVP inner loop /gan build "<brief " skip planner drives gan generator → gan evaluator ; tune max iterations / pass threshold
Match the language reviewer to the repo (see the repo's own CLAUDE.md ).
Security review trigger
Pull in security reviewer when the diff touches any of: authentication or
authorization, user input handling, database queries, file system paths,
external API calls, cryptography, or secrets / credentials. (Per rules/common/security.md .)
Handoff artifacts
The pipeline carries no hidden state — the planning docs are the handoff:
task list (from Plan) drives the Implement loop.
Larger work may also emit PRD / architecture / system design under the repo's
docs/ per rules/common/development workflow.md .
Review findings (CRITICAL / HIGH) must be resolved before Gate 2.
Verification
size tier was stated and matched the work
Gate 1 (plan) and Gate 2 (commit) were both honored
security reviewer ran iff a security trigger was touched
commits are conventional and scoped to one logical change
new / changed behavior has tests; coverage ≥ 80% per rules/common/testing.md