skills/orchestrate/SKILL.md
Wire Commands, Agents, and Skills together for complex features. Use when building features that need research, planning, and implementation phases.
npx skillsauth add rohitg00/pro-workflow orchestrateInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Build features through structured phases with validation gates.
/develop <feature>
│
├── Phase 1: Research (orchestrator agent)
│ └── Score confidence → GO/HOLD
│
├── Phase 2: Plan (orchestrator agent)
│ └── Present plan → wait for approval
│
├── Phase 3: Implement (orchestrator agent)
│ └── Execute plan → quality gates
│
└── Phase 4: Review (reviewer agent)
└── Code review → commit
When asked to build a feature:
| Phase | Agent | Why | |-------|-------|-----| | Research | scout (background, worktree) | Non-blocking exploration | | Plan | orchestrator (opus, memory) | Deep reasoning, pattern recall | | Implement | orchestrator (opus, memory) | Full tool access | | Review | reviewer (read + bash) | Security and quality focus | | Debug | debugger (opus, memory) | Systematic investigation |
devops
SkillOpt-flavored offline training loop for any SKILL.md. Treats accumulated learn-rule corrections as training trajectories, proposes bounded patches via an optimizer LLM, gates each candidate against a held-out validation set built from the user's own past corrections, and ships only candidates that demonstrably improve the score. Inspired by Microsoft SkillOpt's ReflACT pipeline (rollout → reflect → aggregate → select → update → evaluate) adapted to pro-workflow's SQLite store. Use when a skill has accumulated 8+ learn-rule rows and the user wants the skill itself to get better, not just longer.
tools
Prevent destructive operations using Claude Code hooks. Three modes — cautious (warn on dangerous commands), lockdown (restrict edits to one directory), and clear (remove restrictions). Uses PreToolUse matchers for Bash, Edit, and Write.
development
Complete AI coding workflow system. Orchestration patterns, 18 hook events, 5 agents, cross-agent support, reference guides, and searchable learnings. Works with Claude Code, Cursor, and 32+ agents.
data-ai
Analyze permission denial patterns and generate optimized alwaysAllow and alwaysDeny rules. Use when permission prompts are slowing you down or after sessions with many denials.