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Skills/affaan-m/everything-claude-code/orch-pipeline
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orch-pipeline

affaan-m/everything-claude-code
807 installs235K stars
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Installation

npx skills add https://github.com/affaan-m/everything-claude-code --skill orch-pipeline

Summary

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.

SKILL.md

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. 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.

  1. 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-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

Score

0–100
65/ 100

Grade

C

Popularity17/30

807 installs — growing adoption. Source repo has 234,635 GitHub stars.

Completeness27/30

Documented: full SKILL.md body, description, one-line install. Missing: category/license metadata.

Trust15/25

Community skill with a public GitHub source repository you can review.

Freshness6/15

No update timestamp is tracked for this skill in our catalog.

Scored automatically from popularity, completeness, trust, and freshness — computed only from data in our catalog, never fabricated.

Proud of your score? Add this badge to your README.

Paste a snippet into your GitHub README. The badge updates automatically and links back to this page.

Orch Pipeline skill score badge previewScore badge

Markdown

[![Orch Pipeline skill](https://www.remoteopenclaw.com/skills/affaan-m/everything-claude-code/orch-pipeline/badges/score.svg)](https://www.remoteopenclaw.com/skills/affaan-m/everything-claude-code/orch-pipeline)

HTML

<a href="https://www.remoteopenclaw.com/skills/affaan-m/everything-claude-code/orch-pipeline"><img src="https://www.remoteopenclaw.com/skills/affaan-m/everything-claude-code/orch-pipeline/badges/score.svg" alt="Orch Pipeline skill"/></a>

Orch Pipeline FAQ

How do I install the Orch Pipeline skill?

Run “npx skills add https://github.com/affaan-m/everything-claude-code --skill orch-pipeline” in your terminal. The skill is added to your agent's skills directory and picked up automatically on the next run — no restart or extra configuration needed.

What does the Orch Pipeline skill do?

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. The full SKILL.md on this page shows the exact instructions the skill gives your agent.

Is the Orch Pipeline skill free?

Yes. Orch Pipeline is a free, open-source skill published from affaan-m/everything-claude-code. As with any third-party skill, review the source repository before installing it into an agent with sensitive access.

Does Orch Pipeline work with Claude Code and OpenClaw?

Yes. Skills use the portable SKILL.md format, so Orch Pipeline works with Claude Code, OpenClaw, Codex, Hermes, and any other agent that reads SKILL.md skills.

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