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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)
At a glance

orch-pipeline capabilities & compatibility

Capabilities
agent orchestration · pipeline engine · tdd workflow · code review
Works with
github
Use cases
orchestration · planning · code review
From the docs

What orch-pipeline says it does

Shared orchestration engine for the orch-* skill family.
SKILL.md
This family is **gated, not autonomous**:
SKILL.md
Ceremony scales to blast radius.
SKILL.md
npx skills add https://github.com/affaan-m/ecc --skill orch-pipeline

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Listed on Skillselion
Installs2
repo stars238k
Last updatedAugust 5, 2026
Repositoryaffaan-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

SKILL.mdMarkdownGitHub ↗

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

SkillOperationTriggerFirst move
orch-add-featurefeaturecapability does not exist yetresearch + plan a new slice
orch-change-featuretweakworks, but desired behavior differsamend existing behavior and its tests
orch-fix-defectfixbroken; behavior is wrongreproduce as a failing test, then fix
orch-refine-coderefactorbehavior stays, structure improvesrestructure while keeping tests green
orch-build-mvpmvpbootstrap from a design/spec docingest 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:

TierFiles touchedNew dependency / contractDesign ambiguityPhases that run
trivial1, a few linesnonenone — the change is obvious4 → 5 → 6
small1 file / 1 functionnoneclear once you read the code(1 light) → 4 → 5 → 6
standard2–5 filesmaybe a new internal moduleone real choice to make1 → 2 → 4 → 5 → 6
largemany / cross-cuttingnew external dep, public API, or a spec docmultiple open questions1 → 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. Scaffoldorch-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. Reviewcode-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

PhasePrimaryFallback / escalation
Intake / understandcode-explorertrace existing paths before a tweak, fix, or refactor
Planplannerarchitect, code-architect for structural calls
Implementtdd-guide (or tdd-workflow skill)build-error-resolver / /build-fix on build breaks
Reviewcode-reviewer / /code-reviewlanguage reviewer (python-reviewer, typescript-reviewer, …)
Securitysecurity-reviewer
MVP inner loop/gan-build "<brief>" --skip-plannerdrives gan-generatorgan-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

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.

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