AgentSkillsCN

rlm-pipeline

9阶段RLM流水线导航指南。在流水线运行期间自动加载。

SKILL.md
--- frontmatter
name: rlm-pipeline
description: "9-phase RLM pipeline navigation guide. Auto-loaded during pipeline operations."
disable-model-invocation: false
user-invocable: true
allowed-tools:
  - Read
  - Grep
  - Glob

RLM Pipeline Navigation

The RLM (Research, Lead, Manage) Method is a 9-phase pipeline for transforming ideas into production-ready code.

Current Pipeline State

!cat RLM/progress/pipeline-state.json 2>/dev/null || echo '{"current_phase": 0}'

Active Tasks

!ls RLM/tasks/active/ 2>/dev/null | head -20 || echo "No active tasks"

Current Session Context

!cat RLM/progress/.current-context.md 2>/dev/null || echo "No active session context"

Phases

Phase 1: Discovery (rlm-discover)

  • •Transform a raw idea into a PRD and constitution
  • •Read RLM/prompts/01-DISCOVER.md for the workflow
  • •Output: RLM/specs/PRD.md, RLM/specs/constitution.md

Phase 2: Design System (rlm-design)

  • •Generate design tokens, component library (UI projects only)
  • •Skip if DESIGN_REQUIRED = false in RLM/progress/config.json
  • •Output: RLM/specs/design/

Phase 3: Specifications (rlm-specs)

  • •Break PRD into feature specs and architecture decisions
  • •Read RLM/prompts/02-CREATE-SPECS.md
  • •Output: RLM/specs/features/FTR-XXX/specification.md

Phase 4: Feature Design (rlm-feature-design)

  • •Per-feature UI/UX design specifications (UI projects only)
  • •Output: RLM/specs/features/FTR-XXX/design-spec.md

Phase 5: Tasks (rlm-tasks)

  • •Break features into fine-grained implementation tasks (1-4 hours each)
  • •Read RLM/prompts/03-CREATE-TASKS.md
  • •Output: RLM/tasks/active/TASK-XXX.md

Phase 6: Implementation (rlm-implement)

  • •TDD implementation: Red -> Green -> Refactor
  • •Read RLM/prompts/04-IMPLEMENT-TASK.md
  • •5-step process: Load Context -> Write Tests -> Implement -> Verify -> Review

Phase 7: Quality (rlm-quality)

  • •Code review, testing, design QA
  • •Output: RLM/progress/reviews/

Phase 8: Verification (rlm-verify)

  • •E2E feature verification with acceptance testing
  • •Output: RLM/progress/verification/

Phase 9: Report (rlm-report)

  • •Generate progress reports and project summary
  • •Output: RLM/progress/reports/

State Management

  • •Pipeline state: RLM/progress/pipeline-state.json
  • •Task status: RLM/progress/status.json
  • •Checkpoints: RLM/progress/checkpoint.json
  • •Config: RLM/progress/config.json

Automation Levels

  • •AUTO: Full autonomy, minimal pauses
  • •SUPERVISED: Pause between phases for review
  • •MANUAL: Step-by-step approval

Context Thresholds

ThresholdAction
50%Save checkpoint, log warning, continue
75%Save checkpoint, suggest wrapping up
90%Save checkpoint, complete current task only, pause