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Orchestrate

Skill giacomoguidotto/skills/skills/orchestrate

🧩 Curated, auditable agent skills for knowledge, mastery, career, and cross-system orchestration.

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npx -y skills add giacomoguidotto/skills --skill orchestrate

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What its author says it does

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Conduct an existing GitHub spec through an accepted ticket graph, implementation, integration, and cleanup.

SKILL.md

9.9 KB, ~2.1k tokens by cl100k_base, as published. Nobody here has run it

Orchestrate

Act as a conductor. The spec and implementation tickets already exist. This task proves their graph, opens one launch gate, publishes the accepted graph, then starts exactly one lifecycle actor.

Accept spec <issue-ref> plus an optional owner/repo:final-branch:integration-branch. #1234 uses the current GitHub repository; a full issue URL resolves its repository. A named profile is a recommendation and never skips the launch gate.

Profile

The launch profile has two orthogonal axes:

  • review=lean: required validation plus local CodeRabbit light review.
  • review=deep: required validation plus full local CodeRabbit and one independent adversarial reviewer.
  • supervision=supervised: integration pauses for SHA-bound user approval.
  • supervision=unsupervised: a ready SHA integrates automatically.

Repository-required checks are always additive. Delivery is automatic: an exclusive writable lane may integrate without a PR; parallel work or repository policy uses PRs. Worker execution permission is not a supervision axis: every profile requires writable actor worktrees and non-interactive execution.

Keep preflight read-only. The accepted launch gate authorizes publication of the managed graph section, lifecycle actors, assignments, branches, PRs, comments, admitted integration, issue closure, and exact cleanup. Unsupervised acceptance also authorizes corrective implementation tickets, blocker edges, and PATCH releases required to satisfy the accepted spec. It does not authorize changed acceptance criteria, a MINOR or MAJOR release, new external side effects, or an irreversible destructive choice.

1. Establish the score

  1. Treat the issue repository as the ledger repository. Read its instructions and resolve its local checkout and Codex project.
  2. Fetch the full spec body and comments. Resolve the assignee from an explicit invocation override or the authenticated GitHub viewer.
  3. Build the complete implementation-ticket inventory from derivation links, comments, every issue whose Parent names the spec, and native sub-issues. Fetch native sub-issues independently; neither source alone is the inventory. Fetch every expected ticket's body, comments, state, and linked PRs. Precursors and decision issues do not enter the implementation manifest.
  4. Require every expected implementation ticket to be a native sub-issue. List every missing relationship and stop before rendering when any is absent.
  5. Classify a ticket as HITL when its labels, metadata, or body explicitly say HITL, HILT, or human-in-the-loop; otherwise classify it as AFK.
  6. Resolve Blocked by edges from native relationships, then ticket text. Record repository-qualified external blockers separately.
  7. For each ticket, distinguish its ledger repository from its implementation target. Resolve an explicitly named target repository from ticket metadata, body, or accepted spec evidence; otherwise use the ledger repository. Record its target branch, whether it has any refs, local checkout and Codex project when available, and target-specific validation command. Never infer that a native sub-issue implements in its ledger repository.
  8. Resolve final and integration branches per implementation target from ticket evidence, invocation, an unambiguous target convention, then its default branch. Resolve whether target rules or PR-only checks require PR delivery.
  9. Prove the current trusted runtime can create writable isolated worktrees and perform required git and GitHub operations without operational approval. A runtime that would prompt during implementation is not launchable.
  10. Find existing conductors and live work for this spec. Record their profile, target branch, ticket, PR, head, and state without resuming them. A legacy conductor without a profile is deep + supervised.

Completion criterion: at least one implementation ticket exists; each has a title, state, mode, native parent, resolved blockers, and implementation target; the ledger repository, assignee, target branches, validation commands, PR requirements, and every live actor are known.

2. Prove the frontier

Build the manifest from live GitHub state:

{"spec":"1234","ledgerRepository":"owner/ledger","tickets":[{"id":"10","parent":"1234","nativeSubIssue":true,"title":"...","state":"open","mode":"hitl","blockedBy":["other/repo#7"],"targetRepository":"owner/code"}],"externalBlockers":[{"id":"other/repo#7","state":"closed"}]}

Resolve scripts/validate-graph.mjs beside this file and run it with node, passing the manifest on stdin. A nonzero exit stops preflight. Repair discovery from authoritative state; if it remains invalid, report the diagnostic and end.

Run scripts/render-graph.mjs with the same manifest. Keep its Mermaid stdout, launchable AFK frontier, and hitlFrontier pauses. Mark the current frontier direct-eligible only when it contains one AFK ticket, no other live writer targets integration, direct pushes are allowed, and complete validation runs before integration. Uncertain or PR-only validation makes it pr-required.

Completion criterion: validation proves a complete acyclic graph and the renderer emits one node per ticket and external blocker; current delivery eligibility has evidence.

3. Open the launch gate

Show the Mermaid graph and say arrows point from blocker to unlocked ticket. List every open HITL ticket, or HITL pauses: none. Show current delivery eligibility and any existing conductor beside the graph.

Ask exactly: "Which orchestration profile should I launch? Choosing one accepts this graph, its listed HITL pauses, and the repair authority described above."

  1. lean + supervised
  2. lean + unsupervised
  3. deep + supervised
  4. deep + unsupervised

If a live conductor differs, state that selection authorizes replacement only after exact cleanup proves no unmerged work will be lost. Create nothing and write nothing before the answer.

Completion criterion: the user selected one profile and accepted the graph and HITL pauses in the same answer.

4. Publish the accepted graph

Refresh the spec, tickets, blockers, implementation targets, branches, and repository rules. Rebuild, validate, and render the manifest. Structural or delivery-evidence drift returns to the launch gate with the new graph; it does not publish stale acceptance.

Acquire the exclusive per-spec mutation lease before the final refresh and hold it through verification, publication, and post-write reconciliation. Immediately before mutation, rebuild and hash the complete graph-input snapshot: spec body and comments, ticket bodies and states, blockers, implementation targets, target bindings, branches, rules, and PR state. Require it to match the accepted refresh. Then refetch the spec and require its body and updatedAt to match too. Any mismatch releases the lease and returns to the launch gate. GitHub issue updates do not support conditional PATCH, so no other spec writer may enter between these verified reads and the write.

Resolve scripts/upsert-graph.mjs beside this file. Pass that latest issue body, Mermaid output, selected profile, and HITL pause strings as JSON on stdin. Update the spec body with its stdout, then refetch and verify the exact managed section and unchanged outside bytes. Also rebuild the complete graph-input snapshot after the write and reconcile it to the published graph. On any mismatch or failed reconciliation, release the lease and return to the launch gate. Release the lease only after successful reconciliation. Preserve every byte outside these markers:

<!-- orchestrate:graph:start -->
<!-- orchestrate:graph:end -->

Completion criterion: the live spec contains exactly one verified managed section matching the revalidated graph, profile, and HITL pauses.

5. Launch

If a matching conductor Codex task exists, send it the refreshed accepted manifest and current contract paths, then resume it. If it differs, prove safe replacement and clean it exactly; unsafe replacement is a blocker.

Read RUNTIME.md and IMPLEMENTER.md fully. Inject their absolute paths plus REVIEW.md and REVIEWER.md, the blocker-only RECOVERY.md, the absolute scripts/conductor-state.mjs path, the accepted manifest, assignee, target bindings, branches, validation commands, HITL pauses, profile, and delivery evidence.

The new-task runtime must resolve to sandbox_mode=danger-full-access and approval_policy=never; network access must be enabled. A mismatch is a launch blocker, never a reason to ask the user for an operational approval.

Use create_thread, never a fork or subagent, to launch one separate fresh Codex task in the target project's local environment. Prefer model=gpt-5.6-sol with thinking=medium; fall back to the strongest available model at medium effort. Give it the fully instantiated runtime with the First objective first. Set its title to #<spec-id> · Orchestrator. The fresh task receives only the accepted graph and runtime inputs, not this preflight transcript.

After create_thread returns, set the title and verify only that the conductor task exists with the accepted startup payload. Do not wait for a topology checkpoint or lifecycle signal. Emit exactly:

ORCH_LAUNCHED spec=ID conductor=THREAD_ID host=HOST_ID

This is a terminal handoff. The launcher must exit immediately and must not watch implementers, relay ORCH_* signals, repair conductor failures, integrate work, or own post-launch cleanup. The separate conductor is the only lifecycle owner, including for a one-ticket graph.

Completion criterion: one conductor task accepted ownership and the launcher terminated with its exact task and host identifiers.

What ships with it: 15 files

70.1 KB alongside SKILL.md, 9 of them executable

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