autonomous-pipeline

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Orchestrate the full AIDLC Autonomous Pipeline from a one-sentence requirement to a PR-ready delivery with TDD methodology. DDD drives judgment, SDD produces specs, TDD verifies delivery. Stages: Evaluate, Think, Plan, Build, Review, Test, Deliver, Reflect. Checkpoints on BLOCK or context limits. TRIGGER: "run pipeline", "autonomous pipeline", "pipeline for", "full pipeline". NOT FOR: single stages (use evaluate, deep-research, code-review, qa, deliver directly).

xg-gh-25 By xg-gh-25 schedule Updated 6/9/2026

name: autonomous-pipeline pipeline_version: "6.0" # 3 gates (Gate 0 EVALUATE family + Gate 1 Skeptic/SSA + Gate 2 Adversarial) · 10 stages · 2 execution modes (full one-shot / goal iterative). See INSTRUCTIONS.md Architecture. description: "Orchestrate the full AIDLC Autonomous Pipeline from a one-sentence requirement to a PR-ready
\ delivery with TDD methodology. DDD drives judgment, SDD produces specs, TDD verifies delivery.
\ Stages: Evaluate, Think, Plan, Build, Review, Test, Deliver, Reflect. Checkpoints on BLOCK or context limits.\n
\ TRIGGER: "run pipeline", "autonomous pipeline", "pipeline for", "full pipeline".\n
\ NOT FOR: single stages (use evaluate, deep-research, code-review, qa, deliver directly)." consumes_artifacts:

  • evaluation
  • research
  • alternatives
  • design_doc
  • changeset
  • review
  • test_report produces_artifact:
  • evaluation
  • research
  • design_doc
  • changeset
  • review
  • test_report
  • delivery
  • checkpoint tier: lazy

Autonomous Pipeline

This skill loads full instructions on activation. Read INSTRUCTIONS.md before proceeding.

TRIGGER: "run pipeline", "autonomous pipeline", "pipeline for", "full pipeline", DO NOT USE: for a single stage (use the specific skill: evaluate, deep-research,

Verification

Before marking the pipeline complete, show evidence for each:

  • REPORT.md generated — saved to .artifacts/runs/<RUN_ID>/REPORT.md
  • All stage artifacts published — every completed stage has a published artifact
  • Confidence score calculated — score breakdown shown, not just a number
  • Decision log complete — every non-trivial decision classified (mechanical/taste/judgment)
  • TDD cycle verified — RED (tests fail) → GREEN (tests pass) → VERIFY (no regressions)
Install via CLI
npx skills add https://github.com/xg-gh-25/SwarmAI --skill autonomous-pipeline
Repository Details
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