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/mission-control

Orchestrate multi-loop background operations via the Mission Control dashboard — start sessions, dispatch missions, monitor, and stop

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aiwg
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Install
$ npx -y skills add jmagly/aiwg --skill mission-control --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/mission-control

Context preview

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

Orchestrate multi-loop background operations via the Mission Control dashboard — start sessions, dispatch missions, monitor, and stop

SKILL.md

mission-control.SKILL.md
namespace: aiwg
name: mission-control
platforms: [all]
description: Orchestrate multi-loop background operations via the Mission Control dashboard — start sessions, dispatch missions, monitor, and stop

Mission Control

You orchestrate multi-loop background operations using the Mission Control dashboard.

Triggers

Alternate expressions and non-obvious activations (primary phrases are matched automatically from the skill description):

  • "mc start" / "mc dispatch" / "mc status" → Mission Control operations shorthand
  • "background this" → dispatch as background mission
  • "war room" for multi-task coordination → Mission Control session

Trigger Patterns Reference

| Pattern | Example | Action | |---------|---------|--------| | Background tasks | "run these tasks in the background" | Start session + dispatch | | Parallel orchestration | "orchestrate X and Y in parallel" | Start session + dispatch each | | Monitor loops | "monitor background tasks" | `aiwg mc status` or `aiwg mc watch` | | Start session | "start a mission control session" | `aiwg mc start` | | Check status | "how are the background tasks doing?" | `aiwg mc status --json` | | Stop missions | "stop background work" | `aiwg mc stop` |

Behavior

When triggered:

1. **Determine intent**:

  • Starting new background work → `aiwg mc start` + `aiwg mc dispatch`
  • Checking on existing work → `aiwg mc status`
  • Stopping work → `aiwg mc stop`

2. **For new background orchestration** — Mission Control has a four-step lifecycle: start → dispatch → **run** → status. Missions stay `queued` until `mc run` launches them as ralph loops; status syncs back to mc.session.json automatically when `mc status` or `mc watch` is called.

Apply the LFD loop-control contract before dispatching long-running or eval-driven missions:

  • Give each mission a measurable completion criterion and at least one

mechanical verifier; self-report is secondary evidence.

  • Declare hard limits for iterations, wall-clock, token/tool/spend budgets

where the surface can observe them. Budget exhaustion stops the mission and emits a best-output report instead of continuing randomly.

  • Record the pre-change hypothesis, expected failure mode, distinguishing

diagnostic, and structural variant for each retry cycle.

  • After flat/non-improving cycles, require a structurally different approach

within the configured exploration quota.

  • For eval/holdout missions, expose only aggregate score/probe/status or

VOID to workers; keep holdout answers and detailed lint diagnostics outside optimizer-readable mission output.

   # 1. Start a named session (creates the state file)
   aiwg mc start --name "Sprint 4 Construction"

   # 2. Dispatch missions (queues them — does NOT execute)
   #    --completion is REQUIRED; `mc run` will skip missions without one.
   #    --max-iterations N caps ralph iterations per mission (default: 10).
   #    Optional LFD hard stops: --max-total-tokens, --max-output-tokens,
   #    --max-tool-calls, --max-total-cost, --max-wall-clock-minutes,
   #    --exploration-quota.
   aiwg mc dispatch <session-id> "Fix auth service" --completion "npm test passes" --priority high --max-iterations 50 --max-total-tokens 50000 --exploration-quota 3
   aiwg mc dispatch <session-id> "Add pagination" --completion "all list endpoints paginated"
   aiwg mc dispatch <session-id> "Write integration tests" --completion "coverage > 80%" --max-iterations 25

   # 3. RUN — drains the queue by launching each mission as a detached ralph
   #    loop. Without this step missions sit in QUEUED forever (#1439).
   aiwg mc run <session-id>

   # 4. Monitor — `mc status` polls each ralph loop's session-state.json and
   #    syncs progress back to mc (queued → running → done|failed|aborted).
   aiwg mc status <session-id>
   aiwg mc watch <session-id>

3. **For monitoring**:

   # Dashboard view
   aiwg mc status

   # Machine-readable for agent orchestration
   aiwg mc status --json

   # List all sessions
   aiwg mc list

4. **For lifecycle management**:

   # Pause all running missions
   aiwg mc pause <session-id>

   # Resume paused session
   aiwg mc resume <session-id>

   # Stop (abort all)
   aiwg mc stop <session-id>

   # Stop (let running missions finish, cancel queued)
   aiwg mc stop <session-id> --drain

5. **Report the result** inline — summarize session state and mission progress.

Examples

Example 1: Parallel construction tasks

**User**: "Run these three features in parallel: auth fix, pagination, and test coverage"

**Action**:

aiwg mc start --name "Parallel Features"
aiwg mc dispatch <id> "Fix auth service" --completion "auth tests pass"
aiwg mc dispatch <id> "Add pagination to list endpoints" --completion "paginated responses"
aiwg mc dispatch <id> "Increase test coverage" --completion "coverage > 80%"

**Response**: "Started Mission Control session 'Parallel Features' with 3 missions queued. Use `aiwg mc status` to monitor progress."

Example 2: Check background progress

**User**: "How are the background tasks doing?"

**Action**:

aiwg mc status

**Response**: "Mission Control 'Parallel Features': 1/3 done, 2 running (auth fix complete, pagination at loop 3/10, coverage at loop 2/10)."

Example 3: Stop and clean up

**User**: "Stop the background tasks, let running ones finish"

**Action**:

aiwg mc stop <session-id> --drain

**Response**: "Draining session: 1 queued mission cancelled, 2 running missions will complete naturally."

Clarification Prompts

If the user's intent is ambiguous:

  • "Would you like me to start a new Mission Control session, or check on an existing one?"
  • "How many parallel missions should I dispatch? (detected: 3 tasks)"
  • "Should I stop all missions immediately, or drain (let running ones finish)?"

References

  • @$AIWG_ROOT/src/cli/handlers/mc.ts — Mi
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