
Orch Pipeline
- 2 installs
- 238k repo stars
- Updated August 5, 2026
- affaan-m/ecc
orch-pipeline is a Claude Code skill that defines the shared gated Research-Plan-TDD-Review-Commit orchestration engine, size classifier, agent map, and two human gates used by the orch-* skill family.
About
orch-pipeline is a Claude Code skill that defines the shared orchestration engine for the orch-* skill family. It specifies the gated Research-Plan-TDD-Review-Commit pipeline, a size classifier that scales ceremony to blast radius, the agent and command map for each phase, and the two human gates. A developer reads it directly only when adding a new orch operation or tuning the shared phases, gates, or agent map.
- Shared orchestration engine that the orch-* skill family delegates to
- Defines a gated Research-Plan-TDD-Review-Commit pipeline, a size classifier, and an agent/command map
- Enforces two human gates (plan approval and pre-commit) and a security-review trigger
Orch Pipeline by the numbers
- 2 all-time installs (skills.sh)
- Ranked #13,958 of 16,546 AI & Agent Building skills by installs in the Skillselion catalog
- Data as of Aug 5, 2026 (Skillselion catalog sync)
orch-pipeline capabilities & compatibility
- Capabilities
- agent orchestration · pipeline engine · tdd workflow · code review
- Works with
- github
- Use cases
- orchestration · planning · code review
What orch-pipeline says it does
Shared orchestration engine for the orch-* skill family.
This family is **gated, not autonomous**:
Ceremony scales to blast radius.
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| Installs | 2 |
|---|---|
| repo stars | ★ 238k |
| Last updated | August 5, 2026 |
| Repository | affaan-m/ecc ↗ |
What it does
Reference the shared gated Research-Plan-TDD-Review-Commit engine, size classifier, and agent map that the orch-* skills delegate to.
Who is it for?
Understanding or tuning the shared engine that the orch-* operation skills delegate to.
Skip if: Direct invocation; invoke an operation skill like orch-add-feature or orch-fix-defect instead.
When should I use this skill?
Adding a new operation to the orch-* family or tuning the shared phases, gates, or agent map.
What you get
A single gated pipeline with a size classifier, phase mask, agent/command map, and two human gates that all orch-* skills reuse.
- Size tier classification
- Phase mask and delegated phases
- Task_list handoff
By the numbers
- 7 pipeline phases (0-6)
- 4 size tiers
- 2 human gates
Files
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 thetdd-workflowskill. 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
planneragent (orarchitect/
code-architect for structural decisions). Output a task_list ordered as thin vertical slices. → GATE 1.
- 3. Scaffold —
orch-build-mvponly: stand up the first end-to-end slice. - 4. Implement (TDD) — drive each task through the
tdd-guideagent (or thetdd-workflowskill):
red → green → refactor. Honor the operation's first-move rule.
- 5. Review —
code-revieweragent //code-review. Addsecurity-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-reviewerran 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
Related skills
FAQ
Should I invoke orch-pipeline directly?
No, invoke an operation skill like orch-add-feature or orch-fix-defect; this file is the reference engine they point at.
What are the two gates?
Gate 1 is plan approval after the plan phase, and Gate 2 is confirmation before commit.