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Skill

/orchestrate

Coordinate authorized workers, prerequisites, isolated scopes and review capacity. Use when: dispatching, recovering or routing feedback. Not for implementation or judgment.

From plugin
agentops
44436 skills7 agents1 hook
Install
$ npx -y skills add boshu2/agentops --skill orchestrate --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/orchestrate

Context preview

The summary Claude sees to decide when to auto-load this skill.

Coordinate authorized workers, prerequisites, isolated scopes and review capacity. Use when: dispatching, recovering or routing feedback. Not for implementation or judgment.

SKILL.md

orchestrate.SKILL.md
name: orchestrate
description: 'Coordinate authorized workers, prerequisites, isolated scopes and review capacity. Use when: dispatching, recovering or routing feedback. Not for implementation or judgment.'
practices: [team-topologies, evidence-based-engineering]
hexagonal_role: supporting
consumes: [accepted-intent, native-work-state, candidate-evidence]
produces: [native-handoffs, reconciled-feedback]
context_rel: []
skill_api_version: 1
user-invocable: true
metadata:
  graph_root: true
  tier: execution
  dependencies: []
  capabilities: [coordinate_native_work, recover_assignments, reconcile_feedback]
  effects: [dispatch_authorized_workers, update_native_handoffs]
  canonical_status: canonical
  disposition: keep
output_contract: observed native assignments, exact candidate and judgment references, affected-work handoffs and explicit remaining gaps

Orchestrate

Coordinate caller-authorized work through its existing tracker and runtime. Use the accepted task or conversation; a clear task needs zero mandatory skills. Selecting Orchestrate adds in-session guidance, not an AgentOps scheduler, work index, queue, ownership system, aggregate retry controller or delivery authority. The caller's tracker owns assignments and dependencies; its runtime owns running contexts, bounds and supervision; repository policy owns integration and delivery.

Recover the actual work

Read the accepted outcome, examples and scope from their current owner. Recover settled caller choices and rationale, completed history, consequential open questions and the next investigation from the existing native handoff. Do not repeat settled interviews or require the full transcript. Missing or contradictory pointers require source investigation, not a guessed decision.

Before dispatch, inspect actual prerequisite content in the intended checkout, its identity and applicable evidence. A closed prerequisite whose bytes are missing, stale or unavailable is not usable readiness. Resolve that gap before dependent execution; preserve its native status and report the distinction.

Inspect native assignments and runtime state together: task acceptance, observed worker/context identity, workspace and starting content, occupied write scope, pending checks and review, current candidate identity, and integration owner. Include active validators as well as writers. An empty ready list does not prove completion. A replacement coordinator reconciles these facts before resuming; it must not duplicate an assignment because its prior conversation is absent.

Choose the next useful dispatch

Concurrency follows the observed bottleneck. Inspect work waiting for checks, repair, integration or independent judgment before adding implementation. A free runtime slot alone is not a dispatch reason. Reserve capacity for integration, review and repair; reduce new starts while candidates accumulate. Record only the concrete constraint and next action in the existing native handoff, then reassess when evidence changes. Do not add a capacity ledger or queue. On a bead graph toward frozen acceptance, [Navigate](../navigate/SKILL.md) picks the wave and records verdicts; Orchestrate dispatches it.

Use [Agent Native](../agent-native/SKILL.md) for runtime mechanics: executor selection, startup/engagement evidence, actual context identity, normalized scopes, native waits and follow-up, bounds and cleanup. Its optional adapters retain those methods; Orchestrate does not copy or replace them. Concurrent writers require disjoint write scopes and separate isolation, including generated companions and transitive effects. Serialize shared paths. A worktree separates Git edits; it does not establish restricted-source or model-egress enforcement.

Dispatch a genuinely fresh implementer for one coherent accepted task, without the coordinator's accumulated transcript or unrelated research. A new goal, role label, cleared summary or resumed author context is not a fresh context. Pass the accepted examples, applicable constraints, exact starting content, usable prerequisites, authorized write/output scope, relevant source pointers, required checks, integration responsibility and real remaining bounds. Expand pointers when needed; brevity cannot omit a constraint. Record observed native identity at startup through Agent Native's existing association procedure.

[Implement](../implement/SKILL.md) owns the complete change, meaningful checks and direct repair. It is optional guidance for that worker, not a compulsory stage. The handoff returns candidate identity, changed scope, check facts, discoveries and gaps. Successful prompt delivery or worker exit proves neither engagement nor acceptance.

Integrate and obtain judgment

Name the integration and final-validation responsibility before launch. Follow the consumer repository's integration policy, include all changed paths and generated companions, and run affected checks on the actual integrated subject. Acceptance of a leaf does not establish the combined release.

Assign fresh author-distinct judgment of the exact candidate against unchanged acceptance through [Validate](../validate/SKILL.md), the sole skill owner of acceptance semantics. Its identity, freshness, complete checked scope and evidence requirements remain authoritative; preserve every explicitly required review leg. Advisory Review, Plan challenge and Council advice are not binding acceptance, and must be refused when offered in place of that judgment. Changed candidate bytes invalidate the old subject binding and require judgment of the new exact subject. Deterministic green or convincing author rationale cannot fill missing proof. No report format or persisted artifact is mandatory unless the caller or an existing consumer requires one.

Reconcile feedback and resume

Preserve successful and failed evidence in the existing native task or handoff. Identify affected unfinished work and update its native dependencies or handoff wi

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AgentOps is an operations layer for AI coding agents. It encodes software engineering practices into reusable skills and tools for planning, implementation, coordination, testing, and independent review.

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