orchestrate
Skill0 starsChanged 53 days agoMITView on GitHub
Execute a multi-phase plan, or coordinate a multi-session program with multiple owners, dependent PRs, and durable verification records.
161 other projects use a version of this.
Adopted by
Most recently taken up by
- alexratmanpl/business-agent-skillstheir own version, first seen Nov 8, 2026
- gtonkov/claude-codetheir own version, first seen Nov 8, 2026
- edilsonvilarinho/usage-monitortheir own version, first seen Nov 8, 2026
- nathanonn/agent-skillstheir own version, first seen Nov 8, 2026
- peterpme/skillstheir own version, first seen Nov 8, 2026
- GDriem/agent-skillstheir own version, first seen Nov 8, 2026
Used with
Projects with it also use define-requirements, orchestrate-plan 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.
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
EternallLightSkillorchestrate-plan
Use when executing a locked, reviewed PLAN.md by delegating the implementation to visible worker agents in Orca, herdr, or cmux ONE PHASE at a time — splitting the plan into context-window-sized phases, giving every phase a pristine worker context, and (when the plan touches INDEPENDENT repos) running one worker per repo IN PARALLEL. Triggers on "run the plan with a worker", "execute the plan in the other pane", "split the plan into phases and build it with workers", "build the backend and frontend in parallel panes". Not for edits you can finish inline; outside Orca, herdr, or cmux use tgc-skills:orchestrate.
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 4 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 4 projects that use this
xfstudioSkillreverse-engineer
Expert reverse engineer specializing in binary analysis,
Also in 3 projects that use this
Other versions161 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 161
- Significant-Gravitas/AutoGPT★ 188ksame name
- rohitg00/pro-workflow★ 2.9ksame name
- apmantza/pi-lens★ 521same name
- boshu2/agentops★ 453same name
- quantumaikr/quant.cpp★ 403same name
- Noizefield/audio-plugin-coder★ 334same name
- kagenti/kagenti★ 303same name
- varun29ankuS/shodh-memory★ 294same name
- provencher/codex-skills★ 271same name
- first-fluke/fullstack-starter★ 226same name
151 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 repository50 other files it gives its agents.
- AGENTS.mdAGENTS.md
- instructions/AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- instructions/CLAUDE.mdCLAUDE.md
- author-skillSkill
- architectSkill
- arenaSkill
- astack-helpSkill
- astack-updateSkill
- brag-slimSkill
- bug-fixSkill
- claude-background-jobsSkill
- claude-routerSkill
- codex-background-jobsSkill
- create-verification-skillSkill
- diagnosing-bugsSkill
- domain-modelingSkill
- full-sendSkill
- grillingSkill
- handoffSkill
- harden-prSkill
- hillclimbSkill
- howSkill
- implementSkill
- improve-codebase-architectureSkill
- investigationSkill
- multi-phase-planSkill
- no-commentsSkill
- open-prSkill
- perf-issueSkill
- principlesSkill
- prototypeSkill
- refactoringSkill
- reflectSkill
- review-prSkill
- run-jobSkill
- ship-prSkill
- show-me-your-workSkill
- t3-previewSkill
- tddSkill
- teachSkill
- technical-writingSkill
- to-specSkill
- typescript-best-practicesSkill
- unslopSkill
- wayfinderSkill
- whySkill
- wizardSkill
- worktree-cleanupSkill
- writing-for-agentsSkill
The file
Show its rules and text
We split this skill into the rules it gives an agent
15 rules. 0 are common, 14 are distinctive, and 1 is very specific to this project.
0
Common
Most of the 144 edited versions we read keep these.
14
Distinctive
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 16
Every spawn and every resume carries the standing orders verbatim.
- Distinctive: line 25
Keep at most three levels: coordinator, track coordinator, and worker.
- Distinctive: line 47
Every spawn carries a complete brief.
- Distinctive: line 67
When a unit produces an artifact the user will decide on, add these to its ACCEPTANCE:
- Distinctive: line 70
Start the artifact with the choice it supports and the recommended option.
- Distinctive: line 71
Keep lines and tables under 100 columns.
- Distinctive: line 82
Initialize or resume the store: Follow STATE.md, reconciling existing progress before assigning work.
- Distinctive: line 85
Drain: Run the queue discipline below at every drain point.
- Distinctive: line 111
Before setting a pass threshold on nondeterministic output, such as model extractions, measure how much repeat runs on identical input …
- Very specific: line 119
Check liveness through read-only agent status, the ledger, units.tsv, gh, and pushed branches.
- Distinctive: line 123
When bad upstream output, broken acceptance criteria, or unavailable infrastructure would invalidate more work, pause new dispatch.
- Distinctive: line 125
Before ending a session, checkpoint under STATE.md, including active workers and the next action.
- Distinctive: line 141
Decision request: Write each open gate's request so it stands without earlier messages:
- Distinctive: line 148
Every artifact the decision depends on, saved in the store and given as an absolute path or URL.
- Distinctive: line 167
No worker is running and no unit can start without a gate answer.
“Common” is measured: kept by at least 6 in 10 of the 144 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
Orchestrate
You own the program. Author briefs, drain completions, maintain the merge frontier, and make coordination decisions. Use this workflow to execute a multi-phase plan or to run a project with multiple owners and dependent PRs across sessions. Frame hands single-agent work to implement. Use multi-phase-plan first when the PR sequence still needs a plan.
Scale coordination to the work. For small, similar units, use the simpler procedures noted below.
Follow these rules.
- Completions are queue events, not interrupts.
- Every spawn and every resume carries the standing orders verbatim.
- Give each worker a brief it can execute without relying on a follow-up exchange.
Roles and placement
- Coordinator (this chat). The local coordinator defines the program, writes briefs, drains the inbox, reports progress, and makes coordination decisions. It delegates code changes. Conflicted merges, restacks, and code changes are always tasks. The coordinator may integrate a verified unit when local Git is cheap. Any integration that changes the head needs verification at the resulting SHA. Follow ship-pr for authorized merges. Integrate verified work as it becomes ready. Use the active harness's agent tools for dispatch, status, messages, and completion events. Read STATE.md before creating the store and CLI.md before running its bookkeeping commands. If agent tools are unavailable, leave the executable plan and a concrete handoff instead of simulating workers.
- Sub-coordinator. Always local, durable, one per track, and only when the program exceeds what one coordinator's drains can manage. A track the coordinator can drain itself needs no middle layer. Each layer needs its own context. A sub-coordinator must report progress while its children run. It owns its track's units, writes briefs, and spawns workers and verifiers within the available nesting and concurrency limits. It reports aggregates at wave boundaries instead of forwarding raw child reports. Cap in-flight children at what one drain can process, up to the available agent slots, as a rolling window. Refill slots as workers finish instead of waiting for a whole batch.
- Worker / verifier. Use an isolated worktree or remote workspace when available. Keep work local when it needs local files, browser state, simulators, or authentication. Remote agents cannot read the local store, so their briefs inline what they need or point at accessible repo paths. Prefer fewer, broader workers. One writer per worktree or branch, per Separate Before Serializing Shared State.
Keep at most three levels: coordinator, track coordinator, and worker. Choose tracks for the project. Build, landing, and verification are common choices.
Store layout
Reuse the plan's execution store, .scratch/<program>/ by default, including any progress from sequential implement sessions. The execution owner maintains the store through the CLI and the decision-log helper. Owners publish facts, readers aggregate at read time. STATE.md defines the shared files, checkpoint and resume procedure, and additional coordination files. Record the absolute path in the plan and handoffs. Keep the store outside disposable worker workspaces.
For a requested pause or transfer to another session, read handoff. Keep the handoff in this store and reconcile active owners before transferring their work.
preferences.mdholds numbered standing orders for model policy, stack ownership, verification, scope, and escalation. Carry them into spawns and resumes as specified under The brief. When you catch yourself restating an instruction, append the line before you act (Encode Lessons in Structure).overview.mdrecords the program and session handoffs. Append. Never rewrite wholesale per event.units.tsvtracks each unit. Update it through the CLI.frontier.jsonis the computed merge frontier, per Stack safety.ledger.tsvis the verification ledger, per Verification.inbox/holds completion pointers.gates.mdholds human decisions. Park each withorch gate park. The question states the decision and what the gate blocks, in one plain line. The default is the recommended answer to every part. Silence is not approval.open-decisions.mdholds the full decision request of each open gate.followups.mdholds findings outside the current scope, one heading each.decisions.tsvis the trail maintained through show-me-your-work.status.mdis derived from the unit and verification tables, gates, and latest overview handoff at each checkpoint, never hand-maintained. Regenerate it instead of narrating events into it.
The brief
Every spawn carries a complete brief. Resolve missing fields before dispatch. For sub-coordinators, the brief must also define how to brief their workers.
GOAL one sentence, the outcome, executable by a stranger with no chat access
SCOPE paths this unit may write, including, for a local worker, where it saves
raw output and exit status (the store's reports/ or the plan's evidence
directory); paths it may not; its exclusive worktree or branch
CONTEXT pointers to files and PRs; upstream reports pasted in full when this unit
depends on them, because workers cannot see siblings
ACCEPTANCE checkable criteria, one per line
VERIFY exact commands or the control-skill path, plus known gotchas
TIMEBOX rough cap on runtime; on expiry, return partial findings and stop rather than run on
FORBIDDEN no stack mutation, no rebase, no force-push, no fixes outside scope, plus unit-specific bans
REPORT status, branch, head SHA, PRs, verdict, deviations, suggested follow-ups,
and, for each verification command you ran, the path to a saved file
holding its raw output and exit status (a remote worker returns the raw
output and exit status instead)
STANDING <preferences.md pasted verbatim>When a unit produces an artifact the user will decide on, add these to its ACCEPTANCE:
- Save the artifact under the store's
reports/. A remote worker returns it inline. - Start the artifact with the choice it supports and the recommended option.
- Keep lines and tables under 100 columns. Put a wider table in a linked file.
Size the brief to the unit. A one-command unit gets the template collapsed to a paragraph that still names goal, scope, the verify command, and the report shape. Local spawns may reference the standing-orders file by store path. Verbatim paste is for cloud spawns and every resume.
A sub-coordinator brief adds its track boundary and unit list, its spawn budget and workspace requirements, the drain protocol, and the rollup format (per child: name, status, PR, head SHA, verdict, absolute receipt or failure-report path, one line, plus track status, each open gate's decision request, and frontier delta).
Pass upstream findings to dependent workers before dispatch. Audit one sampled worker brief per sub-coordinator per wave, concurrently with the wave it samples, never as a gate in front of it. If a brief fails the audit, pause new dispatch for that track and correct the sub-coordinator's instructions. Start a fresh worker with consolidated scope when earlier briefs have become fragmented.
Steps
- Frame. State the done predicate as something countable ("all 126 units merged, each ledger-verified
unit-test-verifiedor better"). Quantify scope: units, rough effort, expected stacks, and the wall-clock budget. If one agent could finish inside that budget, stop here and use implement instead. Collapsing must not depend on another document being present. It means do the work directly in this session, plain workers where they help, verification inline, landing as you go, and no new coordination machinery. When following an existing multi-phase plan, keep its shared store and checkpoint under STATE.md. Schedule landing against the budget. By roughly 70% of it, stop spawning and land what is verified. Name the tracks per project. Settle a contested decomposition through architect before the pilot. Use wayfinder when unresolved decisions need several sessions. Present the framing once. Reversible prep proceeds without waiting. - Initialize or resume the store. Follow STATE.md, reconciling existing progress before assigning work. Open the trail through show-me-your-work. Write the standing orders before any spawn, record the execution and merge authorization, and seed
frontier.jsonfrom existing PRs and their current heads. - Pilot. Push one unit through the whole path: brief, worker, verification, stack entry, ledger row, and merge when authorized. Otherwise the pilot ends at merge-ready. Use the pilot to test the brief, verification procedure, and unit size. Correct them before dispatching more workers. Scale the pilot to the unit. On programs of near-identical cheap units, the first unit is the pilot, run as a normal unit with its verify command inline, and fan-out starts the moment it completes the authorized delivery step. The dedicated pilot pipeline (separate verifier agent, audit gate) is for expensive or novel unit shapes. Use the simpler pilot for repeated, well-understood units.
- Scale. Spawn a rolling window of workers up to the in-flight cap, refilling as children finish. Spawn track sub-coordinators only past the one-drain threshold in Roles. Recompute ready work after each drain. Relay upstream reports into downstream briefs. Keep sibling communication upward only. The sampled brief audit runs alongside the wave it samples and stops the next refill on failure, not the current one.
- Drain. Run the queue discipline below at every drain point.
- Land. Within the user's merge authorization, landing is continuous, never a terminal phase. Otherwise keep verified units merge-ready. Integration starts with the first verified unit and runs alongside the remaining waves. On heavy repos the stacker is a standing role from wave one, integrating as units verify. On repos where local git is cheap, the coordinator lands verified units itself per Roles. Resolve blockers at the lowest unmerged PR before starting upper-stack work. Stack safety governs. Recompute
frontier.jsonon merge, stack mutation, or reported new head SHAs. - Close. Drain the final inbox. Reconcile every spawned agent to done, abandoned, or zombie-reconciled, or leave a merge-ready handoff when merging is outside scope. Confirm the done predicate on the real artifact and each landed PR's verdict at its final head SHA. Audit the trail through show-me-your-work, including its independent review. Encode recurring corrections into
preferences.mdor the brief template. Follow STATE.md's close procedure for record retention and authorized cleanup.
Queue and drain
- On a completion notification, record a pointer with
orch inbox pushand return to what you were doing. Never deep-review inline. A completion that needs review becomes a verifier unit. Never review a diff inside a drain. - Drain in batches at the end of a critical section, a track rollup, a scheduled wake when supported, and before a human report. Snapshot the pending inbox at the start of each drain. Arrivals during a drain wait for the next one. Use the harness's waiting tools while the session is active. Claim a background watcher only when an actual scheduling facility has been configured.
- Finish the current brief, stack operation, conflict decision, gate entry, or ledger or frontier update before draining completions.
- Each drain classifies every pointer (landed, needs-verify, failed, zombie, noise), updates the unit rows and verification ledger, appends the acceptance handoff to
overview.md, and regeneratesstatus.mdbefore spawning the next wave. The CLI retains each drained batch before returning it. - At each track rollup, record whether every spawned child returned, was respawned, or had its scope reassigned. Identify any missing findings before reassigning work.
- A drain turn ends with a drain message, or with a Reply when one is due, per Messages to the user.
Stack safety
- Recompute the frontier after each merge or stack mutation using STATE.md. Each store represents one ordered frontier. Track coordinators with separate stores return rollups. During a restack, wait for the stacker to confirm the complete graph before admitting work against that generation. Conflicting or missing state blocks landing instead of guessing.
- A stack is one chain, in the order the plan names. A unit starts only when every gate it depends on is decided and every PR it depends on has merged or sits below it in its stack. A stacked unit also waits for the PR directly below it to report a pushed head. When it depends on a PR outside its stack, it also waits for the stacker to restack the PRs below it after that merge. A second child of an unmerged PR waits for that merge unless it stacks above its sibling.
- Exactly one stacker per stack may mutate its branches. Record the holder in the standing orders. Use an isolated worktree or remote workspace for restacks. Git and the repository's forge tools are sufficient; Graphite is optional.
- Workers never rebase or change the stack. When hardening is requested, assign harden-pr to one owner per stack, scoped to one immutable frontier generation. State in each worker's brief that this owner hardens its PR. Reviewers report conflicts to the stacker instead of restacking.
- PR closes and retargets go through the stacker only. Closing a base PR orphans every chain above it. Merges and stack surgery are units with briefs like any other.
- One retro watcher follows merged PRs for reverts, post-merge CI breaks, and orphaned follow-ups.
Verification
Scale verification to the unit. When VERIFY is a single cheap command, the worker runs it. Use a dedicated verifier for expensive checks, judgments that need independent review, or changes with broad effects. Run dedicated verifiers as native agents on the session's model. For a judgment that needs independent review, also get a review from Codex when hosted in Claude or from Claude when hosted in Codex, following provider execution. Treat its findings as evidence for acceptance, not as a ledger receipt.
Before setting a pass threshold on nondeterministic output, such as model extractions, measure how much repeat runs on identical input disagree. Choose a threshold that this disagreement alone cannot fail.
Save a remote worker's returned raw output and exit status to a file under reports/. Follow STATE.md's verification procedure to record and accept receipts. It defines verdicts, verifier precedence, evidence checks, and verification after a head change.
Publish each completed unit promptly. The worker pushes its branch, and the coordinator saves its verification receipt and ledger entry. Preserve the artifacts outside a disposable worker workspace.
Liveness and failure
- Check liveness through read-only agent status, the ledger,
units.tsv,gh, and pushed branches. Resuming an idle agent starts work and is not a status probe. Transcript mtime is not liveness. - For a worker that exits without reporting, save a failure report with the unit, failure mode, last evidence, and recovery options. Push its path into the inbox. Replan as evidence arrives while other workers continue.
- Choose the retry by failure mode. For context or memory exhaustion, respawn with smaller scope. For a network failure, retry the same task. For a tool failure, change the tool path. Retry an unknown failure once. After two retries, abandon the unit and replan its remaining scope.
- Reconcile a late worker result against the current frontier and ledger before accepting it. Assign a fresh unit to incorporate useful findings that remain applicable.
- When bad upstream output, broken acceptance criteria, or unavailable infrastructure would invalidate more work, pause new dispatch. Follow the numbered pause and resume orders in CLI.md. Let in-flight work finish, fix the cause, then record the resumption.
- Bound the coordinator's infrastructure retries as well as the workers'. After a few consecutive tool aborts, stop retrying. Write a terminal handoff to durable state (what is done, where it lives, the exact command to resume) and end the run.
- Before ending a session, checkpoint under STATE.md, including active workers and the next action. After a restart, follow its shared resume procedure before dispatching anything. Reconnect surviving work by PR and branch, reconcile each child before respawning its scope, then drain.
Escalation
Honor authorization already given. Send gates in the next drain message or Reply, not one message per gate. Ask the user only for decisions, authorizations, and facts the user alone holds. When a check needs access you lack, ask for read-only access and run the check yourself. Gates include unauthorized irreversible actions (force-push to shared branches, deploys, deletions, closing someone else's PR), genuine product or preference calls no experiment settles, a standing order that contradicts observed reality, a program-level dead end that survived a replan. Park each as a gates.md entry before asking, and route work around it.
Write the gate's decision request to open-decisions.md when you park it. Park a gate that arrives in a track rollup in your own store. When new evidence changes the request, update it there. Re-park the gate under the same ID if its options or default changed. When the user answers, resolve the gate with orch gate resolve. Move its request, with the answer, to reports/gate-<id>.md.
Handle routine frontier updates, restacks, retries, CI failures, review threads, and formatting within the authorized scope. Refuse work the brief excludes and continue the assigned work. Record these decisions without asking whether to keep going.
Address mid-run discoveries that block the frontier. Record findings outside the current scope in followups.md. Keep each worker within its assigned scope.
Messages to the user
In every message, name each unit and gate by what it is, with its ID in parentheses, such as "the checkout redesign (U2, PR #41)".
Decision request. Write each open gate's request so it stands without earlier messages:
- What is being decided and why it needs the user, in plain words.
- What the gate blocks and what work continues meanwhile.
- What the user must read and what they may skip.
- Each option with its consequence.
- A recommendation with a one-line reason, for each part of the decision.
- Every artifact the decision depends on, saved in the store and given as an absolute path or URL. Publish mocks, screenshots, and tables over 100 columns with t3-preview when it is available, because a path does not render them in chat.
- The shortest sufficient reply, such as "approve all".
- What happens next and who acts.
Drain message. Report only what changed since the previous message to the user. The message has these parts and no others:
- The full request of each gate that opened.
- For a request that new evidence changed, only the change, in at most 300 words.
- For an answered gate, one line that confirms the recorded answer.
- One line per unit whose state changed, or one line that says no unit changed state.
- Anything new that stops dispatch or puts the done predicate at risk.
- While gates are open, a last line with the number of open gates and the absolute path of
open-decisions.md.
Without the first two parts, the message has at most 60 words. Running work and unchanged units live in status.md. Evidence detail lives in reports/.
Reply. Send a Reply in these cases:
- The user asks for status.
- The session resumes.
- No worker is running and no unit can start without a gate answer.
- The session is about to pause, transfer, or end.
Start a Reply with the decision request of every open gate, under a "Decisions you owe" heading. Then report the done predicate and progress counts from the tables. Include each track's delivered work, the frontier with PR links and SHAs, verification results, and abandoned work and reasons. Link the store and decision trail. At handoff or close, append the Attention findings required by show-me-your-work.
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