orchestrate
Skill4 starsChanged 33 days agoMITView on GitHub
Coordinate multi-step plans across multiple roles, files, systems, or parallel workstreams. Use when the user has a complex request spanning multiple domains or needing decomposition. Triggers: orchestrate, coordinate, multi-step, full-stack, tổng hợp, làm nhiều bước.
We split this skill into the rules it gives an agent
6 rules. 0 are common, 3 are distinctive, and 3 are very specific to this project.
0
Common
Most of the 135 edited versions we read keep these.
3
Distinctive
This author's own choices. Worth a look.
3
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 10
START: Read .ai-memory.md from project root.
- Very specific: line 11
END: Update .ai-memory.md using Memory Compaction Rules with: workstreams, assignments, dependencies, execution order, and blockers/risks.
- Distinctive: line 32
If any answer is unclear, ASK before proceeding.
- Distinctive: line 67
Keep plans realistic for the current project.
- Distinctive: line 71
Always read and update the memory file.
- Very specific: line 80
All code snippets and example files referenced or produced by this skill must be UTF-8 encoded.
“Common” is measured: kept by at least 6 in 10 of the 135 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Memory Protocol
START: Read .ai-memory.md from project root. Check project architecture, team structure, past orchestration plans, ongoing tasks, and blockers.
END: Update .ai-memory.md using Memory Compaction Rules with: workstreams, assignments, dependencies, execution order, and blockers/risks.
Goal
Break a complex request into a coordinated execution plan with clear agent assignments.
Agent Routing
- Primary coordinator → read
.kiro/skills/agents/agents/orchestrator.mdand apply its knowledge - For planning phases → read
.kiro/skills/agents/agents/project-planner.mdand apply its knowledge - For each workstream, read the most relevant agent file:
- Frontend tasks → read
.kiro/skills/agents/agents/frontend-specialist.md - Backend tasks → read
.kiro/skills/agents/agents/backend-specialist.md - Database tasks → read
.kiro/skills/agents/agents/database-architect.md - Testing → read
.kiro/skills/agents/agents/test-engineer.md - Security review → read
.kiro/skills/agents/agents/security-auditor.md - Deployment → read
.kiro/skills/agents/agents/devops-engineer.md
- Frontend tasks → read
Socratic Gate
Before orchestrating, verify:
- What is the full objective? (end-to-end scope)
- How many domains are involved? (frontend, backend, DB, infra?)
- Are there hard dependencies or deadlines? If any answer is unclear, ASK before proceeding.
Workflow
- Read Memory — Load
.ai-memory.mdfor project context and history. - Decompose the objective into workstreams.
- Assign each workstream to the appropriate agent/role.
- Identify dependencies, blockers, and the critical path.
- Define parallelizable tasks and merge points.
- Produce an execution order with clear handoffs.
- Quality Gate — Read
.kiro/skills/_scripts/checklist.mdand verify each workstream output before merge. - Update Memory — Save orchestration plan to
.ai-memory.md.
Output format
- Objective
- Workstreams (with assigned agents)
- Dependencies and critical path
- Execution order (sequential + parallel)
- Risks and mitigations
- Done criteria for each workstream
Checklist
- Objective clearly defined
- Workstreams decomposed
- Agents assigned to each workstream
- Dependencies mapped
- Critical path identified
- Parallel tasks defined
- Handoff points clear
- Done criteria set
- Memory file updated
- Clean code chuẩn (Standard clean code applied)
- Cập nhật đầy đủ tất cả các file liên quan (All related files fully updated)
Rules
- Keep plans realistic for the current project.
- Surface unknowns early.
- Favor visible checkpoints over long hidden work.
- Control scope: each workstream must state minimal files to touch; ASK before allowing wide-impact changes.
- Always read and update the memory file.
Related Skills
/plan→ read.kiro/skills/plan/SKILL.md— Detailed planning for individual workstreams/create→ read.kiro/skills/create/SKILL.md— Execute creation tasks/deploy→ read.kiro/skills/deploy/SKILL.md— Deploy completed work/test→ read.kiro/skills/test/SKILL.md— Validate each workstream
Encoding
All code snippets and example files referenced or produced by this skill must be UTF-8 encoded. When applicable, include encoding: "UTF-8" in SKILL.md front-matter and ensure saved files use UTF-8 (no BOM).
Other versions153 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 153
- Significant-Gravitas/AutoGPT★ 188ksame name
- rohitg00/pro-workflow★ 2.9ksame name
- boshu2/agentops★ 452same name
- quantumaikr/quant.cpp★ 403same name
- Noizefield/audio-plugin-coder★ 334same name
- kagenti/kagenti★ 300same name
- varun29ankuS/shodh-memory★ 294same name
- provencher/codex-skills★ 271same name
- first-fluke/fullstack-starter★ 223same name
- sd0xdev/sd0x-dev-flow★ 192same name
143 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
Used alongsideProjects with it also use define-requirements, record-evidence and 9 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
sson0-erSkilldefine-requirements
Work with the user, one question at a time, to complete the requirements document (docs/claudex/<slug>/01-requirements.md). Run by the orchestrator (parent). Stays out of design and implementation.
Also in 3 projects that use this
sson0-erSkillrecord-evidence
How to record external facts (docs, command output, codebase findings) as evidence and design choices as decisions. Used by the researcher, designer and reviewer agents.
Also in 3 projects that use this
PinkneyJiangSkillimprove-architecture
扫描代码库中的架构摩擦点,识别浅模块并挖掘深模块演进机会。生成可视化交互式 HTML 诊断报告,并在用户确认后闭环实施深度重构。
Also in 3 projects that use this
kjnezSkillticket
Work on a JIRA/Linear ticket end-to-end: read ticket details, explore codebase, create a branch, implement with TDD, run quality checks, update ticket status, and create a PR. Use when the user provides a ticket ID to implement. Triggers on requests like "/ticket PROJ-123", "work on this ticket", "implement PROJ-123".
Also in 3 projects that use this
xfstudioSkillreverse-engineer
Expert reverse engineer specializing in binary analysis,
Also in 3 projects that use this
danpegSkillbug-hunt
Run adversarial bug hunting on your codebase. Uses 3 isolated agents (Hunter, Skeptic, Referee) to find and verify real bugs with high fidelity. Invoke with /bug-hunt, /bug-hunt [path], or /bug-hunt -b <branch> [--base <base>].
Also in 3 projects that use this
In this repository96 other files it gives its agents.
- .cursor/rules/agents.mdcCursor rule
- .cursor/rules/brainstorm.mdcCursor rule
- .cursor/rules/clean.mdcCursor rule
- .cursor/rules/create.mdcCursor rule
- .cursor/rules/debug.mdcCursor rule
- .cursor/rules/deploy.mdcCursor rule
- .cursor/rules/enhance.mdcCursor rule
- .cursor/rules/explain.mdcCursor rule
- .cursor/rules/instructions.mdcCursor rule
- .cursor/rules/integrate.mdcCursor rule
- .cursor/rules/motion-ui.mdcCursor rule
- .cursor/rules/orchestrate.mdcCursor rule
- .cursor/rules/plan.mdcCursor rule
- .cursor/rules/preview.mdcCursor rule
- .cursor/rules/status.mdcCursor rule
- .cursor/rules/test.mdcCursor rule
- .cursor/rules/ui-ux-pro-max.mdcCursor rule
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- testSkill
- ui-ux-pro-maxSkill
- agentsSkill
- brainstormSkill
- cleanSkill
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- debugSkill
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- enhanceSkill
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