workflow-orchestration（工作流程编排）

Workflow Orchestration

Prerequisites

MUST read references/bootstrap.md when the task modifies AGENTS.md or CLAUDE.md.

Workflow

1. Plan Node Default

• Enter plan mode for ANY non-trivial task (3+ steps or architectural decisions)
• If something goes sideways, STOP and re-plan immediately - don't keep pushing
• Use plan mode for verification steps, not just building
• Write detailed specs upfront to reduce ambiguity

2. Subagent Strategy

• Use subagents liberally to keep main context window clean
• Offload research, exploration, and parallel analysis to subagents
• For complex problems, throw more compute at it via subagents
• One task per subagent for focused execution

3. Self-Improvement Loop

• After ANY correction from the user: update docs/tasks/lessons.md with the pattern
• Write rules for yourself that prevent the same mistake
• Ruthlessly iterate on these lessons until mistake rate drops
• Review lessons at session start for relevant project
• This lessons update is NON-REPLACEABLE, even when other process skills are active

4. Verification Before Done

• Never mark a task complete without proving it works
• Diff behavior between main and your changes when relevant
• Ask yourself: "Would a staff engineer approve this?"
• Run tests, check logs, demonstrate correctness

5. Demand Elegance (Balanced)

• For non-trivial changes: pause and ask "is there a more elegant way?"
• If a fix feels hacky: "Knowing everything I know now, implement the elegant solution"
• Skip this for simple, obvious fixes - don't over-engineer
• Challenge your own work before presenting it

6. Autonomous Bug Fixing

• When given a bug report: just fix it. Don't ask for hand-holding
• Point at logs, errors, failing tests - then resolve them
• Zero context switching required from the user
• Go fix failing CI tests without being told how

Task Management

1. Plan First: Create a task tracker with checkable items before implementation.
2. Cross-Skill Compatibility (Task Tracker): If another active skill defines its own task-tracking artifact, respect that artifact as the primary tracker (this may replace docs/tasks/todo.md).
3. Verify Plan: Check in before starting implementation.
4. Track Progress: Mark items complete as you go.
5. Explain Changes: Provide a high-level summary at each step.
6. Document Results: Record a final review in the active task-tracking artifact.
7. Capture Lessons (Hard Requirement): Update docs/tasks/lessons.md after corrections. This cannot be replaced by todo, progress, findings, or any other skill artifact.

Cross-Skill Priority

• Task tracking: Follow the active skill's tracker format when multiple process skills are loaded.
• Lessons: docs/tasks/lessons.md is always required for user corrections while this skill is active.

Core Principles

• Simplicity First: Make every change as simple as possible. Impact minimal code.
• No Laziness: Find root causes. No temporary fixes. Senior developer standards.
• Minimal Impact: Changes should only touch what's necessary. Avoid introducing bugs.