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Documentation Index

Fetch the complete documentation index at: https://panopticon-cli.com/llms.txt

Use this file to discover all available pages before exploring further.

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Swarm: Per-Item DAG Dispatch

A swarm runs one work agent per plan item, in parallel, on the same issue. Each agent gets its own git worktree and slot branch. The dispatcher uses the plan’s blocks edges as a DAG: an item becomes dispatchable the moment every blocking parent has merged or completed, not when its wave does.

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When to Use a Swarm

A swarm fits when an issue’s vBRIEF plan splits into several items that can be implemented independently. If the plan is one linear sequence, a single work agent is faster — there is nothing to parallelize. Use a swarm when:
  • The plan has 3+ items with parallel branches in the DAG.
  • Items touch disjoint files (or you have planned files_scope so the dispatcher can serialize the overlapping ones).
  • You want a synthesis step at convergence points to brief the downstream work agent.

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Mental Model

Per-item DAG dispatch with synthesis Items A, B, C, D, E are vBRIEF items wired by blocks edges. A has merged into the feature branch. B and D are running in slots 1 and 2. C is ready, but its files_scope overlaps B’s, so the dispatcher defers it. E has two blocking parents (B and D) — a synthesis agent runs at the convergence point, writes a SynthesisOutput, and the E work-agent reads that context block from its prompt.
SurfaceSingle-agent (default)Swarm slot
Branchfeature/<issue>feature/<issue>/slot-<N>
Worktreeworkspaces/feature-<issue>/per-slot worktree
tmux sessionagent-<issue>per-slot session
Plan visibilityFull planActive-slice (bounded) prompt

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Slot Lifecycle

Slot lifecycle and auto-advance loopback Every slot-branch merge fires /api/swarm/slot-merged. The route marks the slot merged, re-runs getDispatchableItems, and dispatches any newly-ready items (subject to capacity and file-overlap rules). The per-issue postMergeLifecycle only fires when feature/<issue> itself merges into main — slot merges return early. A slot whose status is 'failed' does not unblock its dependents.

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CLI

pan swarm <id>                       # Spawn dispatchable items now
pan swarm <id> --dry-run             # Print dispatch plan; no spawns
pan swarm <id> --max-slots <n>       # Cap concurrency
pan swarm <id> --model <model>       # Override slot-agent model
pan swarm <id> --auto-advance        # Auto-dispatch as slots merge
pan swarm <id> --no-auto-advance     # Manual mode; explicit per wave

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Inspect and Mutate Items

The plan document is the single mutation authority for item status. Every mutation bumps plan.sequence (compare-and-set). 
pan swarm <id> --task next                              # List dispatchable items
pan swarm <id> --task show   --item <itemId>            # Show one item
pan swarm <id> --task claim  --item <itemId>            # Mark running
pan swarm <id> --task done   --item <itemId>            # Mark completed
pan swarm <id> --task block  --item <itemId> --reason "<text>"
pan swarm <id> --task unblock --item <itemId>
pan swarm <id> --task cancel --item <itemId>
Pass --sequence <n> to enforce CAS. A mismatch raises vBRIEF sequence conflict and the write is rejected.

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HTTP Surface

Swarm HTTP surface and trust boundary The two mutating routes require INTERNAL_TOKEN_HEADER. POST /api/swarm additionally accepts same-origin dashboard requests. POST /api/swarm/slot-merged is token-only — the merge-agent is the only legitimate caller.
RouteAuthPurpose
POST /api/swarmtoken or same-originDispatch one or more slots
POST /api/swarm/slot-mergedtoken onlyLoopback when a slot branch merges
GET /api/swarm/:issueIdnone (read-only)Dashboard swarm view

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Plan Authoring: files_scope and Synthesis

Two fields on VBriefItem.metadata control swarm behavior.
FieldPurpose
files_scope: string[]Globs (**, *, ?) of files this item touches. Used by hasFileOverlap() to serialize file-conflicting items. Items without a scope are treated as non-overlapping.
requiresSynthesis: booleanAuto-derived during planning by deriveSynthesisMetadata(). Set on any item with >1 blocking parent. Do not hand-edit.
Plans that omit files_scope will still run — but every parallel pair is treated as non-overlapping, so two slots could race the same file. Author files_scope whenever items can plausibly touch the same code.

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Runtime State

Swarm runtime state lives in <projectRoot>/.pan/continues/<issue>.vbrief.json under ContinueState.swarmRuntime. The old PAN-970 sidecar (~/.panopticon/swarms/<id>.json) is gone. 
interface SwarmRuntime {
  model: string;
  currentWave?: number;
  totalWaves?: number;
  autoAdvance?: boolean;
  deferred?: { itemId: string; itemTitle: string }[];
  slots: SwarmSlotRuntime[];
  synthesisOutputs: Record<string, SynthesisOutput>;
  createdAt: string;
  updatedAt: string;
}
  • Convoys — multi-agent code review (different orchestration pattern).
  • Cloister — model routing, stuck detection, specialist handoffs.
  • Engineering reference: docs/SWARM.md — full library API, route bodies, sequence-number rules.