orchestrator
Skill6 starsChanged 49 days agoMITView on GitHub
Start a board run: pre-flight the board and working tree, then hand the ticket to the orchestrator agent, which selects it, dispatches the pipeline in a worktree, gates it, and lands or blocks it. Use when asked to run the board, work the next ticket, or continue delivery — including when this skill is invoked by name.
80 other projects use a version of this.
Adopted by
Most recently taken up by
- BrightGold70/skillstheir own version, first seen Nov 8, 2026
- Veeiy/agent-skillstheir own version, first seen Nov 8, 2026
- Mehul72/skillstheir own version, first seen Nov 8, 2026
- pietz/skillstheir own version, first seen Nov 8, 2026
- kcns008/cluster-skillstheir own version, first seen Nov 8, 2026
- soilmass/motion-design-agenttheir own version, first seen Nov 8, 2026
Used with
Projects with it also use worker, reviewer and 10 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.
stotihvSkillworker
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MicrosoftSkillreviewer
ASP.NET Core ハンドブックの記事をレビューする。Use when: 記事をレビューする、ドキュメントを校正する、コードレビューする、PRをレビューする。技術ドキュメントのレビュー、品質チェック、校正。
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am-willSkillplanner
Create comprehensive, phased implementation plans with sprints and atomic tasks. Use when user says: "make a plan", "create a plan", "plan this out", "plan the implementation", "help me plan", "design a plan", "draft a plan", "write a plan", "outline the steps", "break this down into tasks", "what's the plan for", or any similar planning request. Also triggers on explicit "/planner" or "/plan" commands.
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yakatotechSkilladvisor
Provide improvement suggestions and advice on work content. Use for document review, efficiency suggestions, and best practices
Also in 3 projects that use this
AWSSkillplanning
Discovers user intent and generates a structured, step-by-step plan for model customization workflows. This skill must always be activated alongside any other skill when the user's request relates to model customization — including fine-tuning, training, building, customizing, reviewing data, or getting advice on approach, regardless of domain. Do not skip this skill even if the immediate ask is narrow (e.g., reviewing data format or a single workflow step), because planning discovers the full scope of work needed. Also activate when the user wants to resume, continue, or modify an existing plan.
Also in 3 projects that use this
OpenAISkillobservability
Vercel Observability expert guidance — Drains (logs, traces, speed insights, web analytics), Web Analytics, Speed Insights, runtime logs, custom events, OpenTelemetry integration, and monitoring dashboards. Use when instrumenting, debugging, or optimizing application performance and user experience on Vercel.
Also in 3 projects that use this
Other versions80 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 80
- nubjs/nub★ 4.4ksame name
- SirAllap/agentglass★ 347same name
- DylXBT/claude-orchestrator-skills★ 114same name
- nwiizo/claudelytics★ 88same name
- nahisaho/MUSUBI★ 74same name
- olivieropinotti/orchestrator-skill★ 70same name
- sanky369/vibe-building-skills★ 30same name
- felvieira/claude-skills-fv★ 27same name
- robertbstillwell/marketing-skills★ 26same name
- kcns008/cluster-agent-swarm-skills★ 25same name
70 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.
In this repository24 other files it gives its agents.
- docs/AGENTS.mdAGENTS.md
- atomic-reportSkill
- board-validateSkill
- data-modelSkill
- delivery-hygieneSkill
- dev-reportSkill
- dev-setupSkill
- frontend-qualitySkill
- gcSkill
- git-branchSkill
- land-and-archiveSkill
- orchestration-healthSkill
- pipeline-qualitySkill
- plan-updateSkill
- project-planSkill
- release-gateSkill
- repo-auditSkill
- scaleSkill
- security-reviewSkill
- swarmSkill
- test-coverageSkill
- tpmSkill
- trackerSkill
- worktree-cleanupSkill
The file
We split this skill into the rules it gives an agent
12 rules. 0 are common, 4 are distinctive, and 8 are very specific to this project.
0
Common
Most of the 66 edited versions we read keep these.
4
Distinctive
This author's own choices. Worth a look.
8
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 13
Do not run the loop yourself: Don't pick tickets, write code, or merge from this skill — a run that skips the agent skips its gates.
- Distinctive: line 18
Check these first; each one is a common cause of a wasted or destructive run.
- Very specific: line 20
The board validates: Run the board-validate skill.
- Very specific: line 32
Delivery drift is resolved: If the board, branch, worktree, PR, or gate evidence disagrees, run orchestration-health first and then the tpm …
- Very specific: line 37
The brief is real: If context.md still has Open questions — commands or constraints left as propose one — resolve them first (see the …
- Very specific: line 40
The ticket is in the plan: Run maestro plan gate --json --board {{BOARD}}/data.json: it returns gating, inScopeIds, and outIds.
- Very specific: line 48
Something is eligible: If no todo ticket has all depends_on done and its human_gate cleared, report idle with the reason and stop.
- Very specific: line 77
Never report a status you didn't get from the agent, and never soften one.
- Very specific: line 82
Default is one ticket per run.
- Distinctive: line 92
Never decide the schedule yourself: Ask:
- Very specific: line 113
Never start a ticket
maestro lanes nextdidn't return: If you think something else should run, that is a scheduling disagreement: run … - Distinctive: line 122
When you report, say which lane each ticket ran in and what is startable next — a human reading a parallel run needs to see the shape of …
“Common” is measured: kept by at least 6 in 10 of the 66 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
Orchestrator (run entry point)
This is the entry point for a board run — this skill invoked by name, "run the board", "work
the next ticket". The loop itself lives in the orchestrator agent: it selects the ticket,
dispatches each stage, enforces the gates, and lands or blocks. Your job here is to pre-flight,
hand off, and report what actually happened.
Do not run the loop yourself. Don't pick tickets, write code, or merge from this skill — a run that skips the agent skips its gates.
1. Pre-flight
Check these first; each one is a common cause of a wasted or destructive run.
- The board validates. Run the
board-validateskill. A broken dependency graph or an unknown agent code makes ticket selection meaningless — fix it before dispatching. - The working tree is clean at the repo root (
git status). Uncommitted work is carried into the ticket's worktree and muddies its diff. Ask before touching anything you didn't write. - No unowned run is in flight. An
in-progressticket that no lane of this run owns means another run holds it (or one died holding it). Report it and stop rather than racing it. Anin-progressticket a lane owns is normal in lane mode and does not block the run. Claims themselves are atomic: the agent claims withmaestro ticket claim <id>and the--expect-version/--expect-archive-version/--expect-plan-versionsnapshot guard, so a ticket that moved since it was read is refused, never double-claimed. A refusal exits 0, so the agent claims with--jsonand proceeds only on"claimed": true. - Delivery drift is resolved. If the board, branch, worktree, PR, or gate evidence
disagrees, run
orchestration-healthfirst and then thetpmagent for a proceed-or-block directive. Do not dispatch implementation over a stale, orphaned, or unexpectedly active worktree. The TPM preserves it and asks the owner to choose resume, archive, or cleanup when that choice is not already authorized. - The brief is real. If
context.mdstill has Open questions — commands or constraints left aspropose one— resolve them first (see theproject-planskill). A ticket whose test command is unknown cannot pass a release gate. - The ticket is in the plan. Run
maestro plan gate --json --board {{BOARD}}/data.json: it returnsgating,inScopeIds, andoutIds. Whengatingis true, a ticket may only run when itstraces_tonames an id ininScopeIds. A ticket that traces to nothing, to an id the plan no longer defines, or to anOUT-id is out of scope: report it and stop. Do not fix it by inventing a trace — either the plan gains the requirement (theplan-updateskill) or a human writes ascope_exceptionsaying why this runs anyway.gating: falsemeans the project has no plan yet and the gate is off; say so rather than staying silent about it. - Something is eligible. If no
todoticket has alldepends_ondoneand itshuman_gatecleared, reportidlewith the reason and stop. Never clear a human gate to make work eligible."Nothing to do" and "three things to do, none of them in the plan" call for opposite responses from a human. If everything eligible is scope-blocked, report that, name the tickets, and point at the
plan-updateskill — never report a bareidle.
2. Hand off
Dispatch the orchestrator agent for one ticket. If the ticket needs an explicit
delivery-control checkpoint, put tpm first in its agent_plan (for example,
["tpm", "pe", "backend"]); the orchestrator stops if TPM returns a blocker. Pass along
anything the user asked for — a specific ticket id (resume), or "what do you see" (discovery:
report the board's state and dispatch nothing).
3. Report
Relay the agent's outcome verbatim in substance — done, blocked, idle, merge-failed, or
aborted — with the ticket id, what ran, and the evidence (commit SHA, test result). Then say what's
eligible next.
done→ the next run picks up whatever this unblocked. Say what that is.blocked→ surface the specific reason and the blocker ticket. Don't re-dispatch to "try again"; a blocker is a decision for the human.merge-failed→ the branch and worktree still exist. Report the conflict; don't force-resolve it.aborted→ the ticket is back totodoand its branch is kept (a lane worktree is kept too). Say so, so the next run knows it can resume from that branch.
Never report a status you didn't get from the agent, and never soften one. A run reported
done that didn't merge is worse than a run reported blocked.
Lanes — running more than one ticket at a time
Default is one ticket per run. A project that sets orchestration.maxWorktrees above 1 opts
into lanes, and then the rules below are not advice — they are the whole reason parallel
work doesn't end in a merge pile-up.
A lane is a worktree that runs a queue of tickets one at a time, landing each before it starts the next. That is the load-bearing idea. A worktree per ticket gives you ten or fifteen long-lived branches nobody planned the merge order for; a single worktree gives you no parallelism at all. A small pool of lanes gives you both: the number of live branches equals the number of lanes, never the number of tickets.
Never decide the schedule yourself. Ask:
maestro lanes plan --board {{BOARD}}/data.json # the whole schedule, and why
maestro lanes next --board {{BOARD}}/data.json # just what may start right nownext returns the tickets that may start this instant. Start those and nothing else. It
already accounts for dependencies, the plan's scope gate, declared file scopes, epics, areas,
serial-only files, and the pool cap.
Then hold these invariants:
- One lane, one ticket at a time. A lane's next ticket starts only after the current one has landed or been blocked.
- Rebase before starting. A lane updates from the default branch before each ticket, so a lane is never more than one ticket diverged.
- Land immediately. Merge when the ticket passes its gate; don't batch. Divergence is what turns into conflict, and every hour a branch waits adds some.
- One merge at a time. Two lanes must never merge concurrently. If another lane is merging, wait — this is the one step that is genuinely serial.
- Never start a ticket
maestro lanes nextdidn't return. If you think something else should run, that is a scheduling disagreement: runmaestro lanes check <a> <b>and fix the ticket'stouches, don't override the answer. - A serial-only ticket runs alone. Migrations, lockfiles, generated schema. Drain every
other lane first, run it by itself, then refill.
lanes nextmarks these; never start one alongside anything. - On any conflict, stop the pool. A conflicted merge means the schedule was wrong. Report it, leave the worktrees alone, and do not start more work on top of a wrong schedule.
When you report, say which lane each ticket ran in and what is startable next — a human reading a parallel run needs to see the shape of it, not a flat list of outcomes.
One run = one ticket (the default)
With no maxWorktrees configured, stop after the ticket. That pause is the point — it's where a
human sees the change before the next one starts. Continue only when asked again.
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