
Orch Pipeline
- 1.1k installs
- 238k repo stars
- Updated August 5, 2026
- affaan-m/everything-claude-code
orch-pipeline is a Claude Code skill that defines the shared gated Research-Plan-TDD-Review-Commit engine the orch-* operation skills delegate to.
About
orch-pipeline is the shared orchestration engine that the orch-* operation skills (orch-add-feature, orch-fix-defect, orch-refine-code, orch-build-mvp) delegate to. It defines a six-phase Research-Plan-TDD-Review-Commit pipeline, a size classifier that scales process to the change's blast radius, an agent/command map, and two human approval gates. Developers use it indirectly when running an orch-* skill, or directly when adding a new operation to the family. It matters because it gives one consistent, gated umbrella over multiple coding operations.
- Shared engine behind the orch-* skill family: gated Research-Plan-TDD-Review-Commit pipeline
- Size classifier scales ceremony to blast radius (trivial/small/standard/large)
- Two human gates (after Plan, before Commit) keep the flow gated, not autonomous
Orch Pipeline by the numbers
- 1,054 all-time installs (skills.sh)
- +219 installs in the week ending Aug 5, 2026 (Skillselion tracking)
- Ranked #997 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
- orchestration · code review · tdd · planning · security audit
- Works with
- github
- Use cases
- orchestration · code review · testing · refactoring
What orch-pipeline says it does
The `orch-*` skills are thin wrappers. They do not re-implement any work
This family is **gated, not autonomous**
Ceremony scales to blast radius.
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| Installs | 1.1k |
|---|---|
| repo stars | ★ 238k |
| Last updated | August 5, 2026 |
| Repository | affaan-m/everything-claude-code ↗ |
What it does
Orchestrate a gated feature/fix/refactor pipeline across planner, TDD, code-review and security-review agents with two human approval gates.
Who is it for?
Teams that want one consistent gated pipeline over feature, fix, refactor and MVP operations in Claude Code.
Skip if: Invoking directly for a single change; the operation wrappers (orch-add-feature, orch-fix-defect) are the entry points.
When should I use this skill?
Adding a new orch-* operation or tuning the shared phases, gates, or agent map.
What you get
A single gated pipeline with a size classifier and two human gates that all orch-* operations share.
- task_list plan
- reviewed diff
- conventional commits
By the numbers
- six phases (0 Intake through 6 Commit)
- four size tiers
- two 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
Do I invoke orch-pipeline directly?
Usually no. Invoke an operation skill like orch-add-feature or orch-fix-defect; the engine is the reference they point at.
What are the two gates?
Gate 1 is after Plan (approve the task_list before code), Gate 2 is before Commit (confirm the diff and messages).