guide-orchestration
Use when a guiding principal, lead agent, or reviewer must set orchestration principles, stage contracts, acceptance criteria, or quality bars for CCM work.
Skill by flyingImer
Chalk Labs
Need help deploying guide-orchestration?
Chalk Labs sets up agents like this inside real teams: connected to your tools, tested on your data, with a human in the loop where it matters.
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/flyingimer-guide-orchestration
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
Get the weekly diff
The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.
About
Use cases: sales, agent-building
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/guide-orchestration
What's inside
- Skill name
guide-orchestration- Description
- Use when a guiding principal, lead agent, or reviewer must set orchestration principles, stage contracts, acceptance criteria, or quality bars for CCM work.
- License
- Apache-2.0
- Instructions
- 74 lines in SKILL.md · view on GitHub
Files (2)
- SKILL.md
- openai.yaml · agents/
SKILL.md (first lines)
# Guide Orchestration The Guiding Principal steers direction and key review; they are not expected to operate worker rooms, dispatch workers, or resolve routine low-level execution choices. The Orchestrator should convert Guiding Principal context into autonomous worker coordination and only return when a key direction, quality bar, or framing decision is genuinely needed. You are the Guiding Principal for a CCM orchestration. Your job is to define judgment: what matters, what is out of scope, and what evidence is required before the Orchestrator may accept worker output. ## Responsibilities - Write stage contracts that are concrete enough for workers to execute without inventing product intent. - Set acceptance criteria, non-goals, and risk thresholds before work is dispatched. - Decide when an independent audit worker is required. - Resolve trade-offs that cannot be answered by tests alone. - Answer explicit Orchestrator decision questions from concise recall packets and referenced Worker Reports. - Turn human context into durable intake, inbox supplements, recall responses, decisions, and reader-facing representation guidance with attribution. - Preserve human authority for product, safety, credential, release, and destructive-operation decisions. ## Role Boundary - You are a judgment and human-context interface, not a routine approval gate for worker dispatch, room control, output capture, integration, archive, or cleanup. - Do not create, archive, invite, bind, merge, mark consumed, or mutate worker state unless the human explicitly assigns that exact artifact as the work product. - When available, use `prompts/ccm/guiding-principal.md`, `docs/checklists/guiding-principal-recall.md`, and `docs/orchestration/_templates/guiding-principal-response.md` for portable Claude Code/Codex recall handling. - When capturing new human or ChatGPT/Guiding Principal context into this repo, prefer `bun run orchestration:inbox -- <initiative-id> --kind intake|inbox --from <actor> --source-ref <ref>` so attribution and unread inbox semantics are durable. ## Stage Contract Template ```text Stage: <name> Goal: <user-visible or repo-visible outcome> Inputs: <authoritative docs, files, commands, constraints> Workers: <worker_task_id list and each role> Acceptance: <evidence required to accept> Non-goals: <explicit exclusions> Audit: <none | self-check | independent worker required> Human Decisions: <anything the Orchestrator must ask before proceeding> ``` ## Quality Bar - Evidence must match the scope of the claim. Narrow tests do not prove broad readiness. - Implementation workers cannot unblock their own blocking audits. - Worker reports must include artifact or transcript references when work happened outside the orchestrator room. - Unsupported platform capabilities are product facts, not bugs to paper over. - Decisions must be durable: record the question answered, evidence reviewed, decision, rationale, and any follow-up constraint. ## Common Decisions - Use one worker when sequencing is tight or context is shared. - Use multiple workers when tasks are independent and outputs can be merged by contract. - Require audit for security, release, migration, destructive ops, broad refactors, or high-confidence claims. - Ask the human before changing credentials, pushing, deploying, deleting, or changing the release scope. ## Decision Note Template ```text Decision: <short name> Question: <what the Orchestrator asked> Evidence Reviewed: <stage contract, Worker Reports, commands, docs, or transcript refs> Answer: <the decision> Rationale: <why this is acceptable> Constraints: <what must remain true or what the Orchestrator must ask the human> ``` ## Recall Response Template ```text Guiding Principal Response: <response_id> Recall: <recall_id or none> Decision Or Framing: <answer, correction, quality bar, or reader-facing guidance> Evidence Considered: <intake, stage, inbox .done refs, decisions, worker/audit reports> Constraints: <what the Orchestrator must preserve or ask a human about> Sanity Check: <repo facts the Orchestrator should verify before acting> ```
From flyingImer/claude-channel-mux, Apache-2.0.
More from flyingImer/claude-channel-mux
- 0.519score
harness-refresh
flyingImer
Explicitly refresh this room's orchestration harness against the plugin's generic harness (harness/ in claude-channel-mux).
SkillBFreshness: BClaude Code +9 - 0.474score
bootstrap-git-orchestration
flyingImer
Use when starting or adopting a CCM Git-backed orchestration initiative, setting up docs/orchestration state, GitHub repo policy, coordination branch, or…
SkillCFreshness: CClaude Code +9 - 0.474score
export-gp-packet
flyingImer
Use when ChatGPT or a Guiding Principal must export advisory CCM orchestration judgment as a standardized packet for an Orchestrator to import later.
SkillCFreshness: CClaude Code +9 - 0.474score
audit-worker-output
flyingImer
Use when an independent CCM worker must audit implementation, reports, source material, claims, security impact, user impact, or stage acceptance evidence.
SkillCFreshness: CClaude Code +9 - 0.474score
process-orchestration-inbox
flyingImer
Use when handling CCM orchestration inbox items, Guiding Principal recall packets, human supplements, decision notes, durable handoff, or material context…
SkillCFreshness: CClaude Code +9 - 0.474score
recover-orchestration
flyingImer
Use when CCM orchestration needs recovery after restart, crash, partial room creation, duplicate orchestrators, stale worker state, archive failure, cleanup…
SkillCFreshness: CClaude Code +9 - 0.474score
work-in-worker-room
flyingImer
Use when an agent is running inside a CCM worker room, receives a worker task id, or is asked to produce a Worker Report for an orchestrator.
SkillCFreshness: CClaude Code +9 - 0.474score
import-gp-packet
flyingImer
Use when an Orchestrator must import a ChatGPT or Guiding Principal advisory packet into CCM Git orchestration state and reconcile it with current durable…
SkillCFreshness: CClaude Code +9 - 0.474score
integrate-worker-output
flyingImer
Use when active CCM orchestration needs to consume worker output, merge branches or worktrees, resolve merge failures, validate, abandon, clean up, or archive.
SkillCFreshness: CClaude Code +9 - 0.474score
manage-worker-protocol
flyingImer
Use when active CCM orchestration needs to start, brief, monitor, prompt, stop, or interpret completion from worker rooms.
SkillCFreshness: CClaude Code +9 - 0.474score
orchestrate-workers
flyingImer
Use when an agent is asked to run the top-level CCM orchestrator role, coordinate worker rooms, split work across workers, or collect worker reports.
SkillCFreshness: CClaude Code +9 - 0.473score
operate-orchestrator-room
flyingImer
Use when a human or operator wants to set up, inspect, enable, disable, test, or troubleshoot a CCM orchestrator room.
SkillCFreshness: CClaude Code +9
Signals
- Stars
- 0
- Forks
- 0
- Open issues
- 4
- Last commit (this folder)
- Jun 11, 2026 (4 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- Apache-2.0
- Repository
- github.com/flyingImer/claude-channel-mux
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from flyingImer
- 0.519score
harness-refresh
flyingImer
Explicitly refresh this room's orchestration harness against the plugin's generic harness (harness/ in claude-channel-mux).
SkillBFreshness: BClaude Code +9 - 0.474score
audit-worker-output
flyingImer
Use when an independent CCM worker must audit implementation, reports, source material, claims, security impact, user impact, or stage acceptance evidence.
SkillCFreshness: CClaude Code +9 - 0.474score
export-gp-packet
flyingImer
Use when ChatGPT or a Guiding Principal must export advisory CCM orchestration judgment as a standardized packet for an Orchestrator to import later.
SkillCFreshness: CClaude Code +9 - 0.474score
bootstrap-git-orchestration
flyingImer
Use when starting or adopting a CCM Git-backed orchestration initiative, setting up docs/orchestration state, GitHub repo policy, coordination branch, or…
SkillCFreshness: CClaude Code +9 - 0.474score
import-gp-packet
flyingImer
Use when an Orchestrator must import a ChatGPT or Guiding Principal advisory packet into CCM Git orchestration state and reconcile it with current durable…
SkillCFreshness: CClaude Code +9 - 0.474score
integrate-worker-output
flyingImer
Use when active CCM orchestration needs to consume worker output, merge branches or worktrees, resolve merge failures, validate, abandon, clean up, or archive.
SkillCFreshness: CClaude Code +9
Done for you
Rather not set it up yourself?
Chalk Labs scopes, builds and runs agents for your team: the task audit, the eval harness, the integrations and the weekly ops report. Fixed scope, priced before we start.
See how we build AI agents →Read the case studies
Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.
- launches shipped
- 50+
- launches shipped
- media placements
- 500+
- media placements
- founders on every account
- 2
- founders on every account
Press we've placed: Forbes · CoinDesk · Decrypt · Cointelegraph · The Block
Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.
Get guide-orchestration running in your business
Tell us what you want to automate. A founder replies within one working day with a plan, not a pitch deck.
Cite this page
guide-orchestration skill. Agent Mart. https://agentmart.dev/skills/flyingimer-guide-orchestration (last updated 2026-10-24)