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docs(agents): define orchestrator-executor operating model - #217

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docs(agents): define orchestrator-executor operating model#217
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@tonyketcham tonyketcham commented Jul 18, 2026

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Make agent routing, task ownership, durable coordination, escalation, and completion criteria explicit so multi-agent work stays isolated, dependency-aware, and reviewable.

Verification: pnpm lint:fix:fast.
Co-authored-by: Cursor cursoragent@cursor.com

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tonyketcham commented Jul 18, 2026

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This pull request is part of a Mergify stack:

# Pull Request Link
1 docs(agents): define orchestrator-executor operating model #217 👈

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CI Fix Applied

Status: Fixed — code changes pushed to this branch

Two test failures were resolved with commit d6835d3 pushed to this branch.

Failing checks

  • test (22.x, ubuntu-latest): flatbread › liveServer › watch:true hot-swaps an edited fixture on the same portError { message: 'No such file or directory' }
  • test (20.x, ubuntu-latest): effort-graph › live-bridge › no journal publish before the live reindex commitst.true(txns.length === 1) failed (value false)

Root cause

Both failures are in tests introduced by the feat(effort-graph,flatbread) commit (e15042a) and are exposed by the AVA concurrency: 4 setting added in test: raise AVA concurrency (4825b74).

liveServer.ts / Node 22 failure: @parcel/watcher was imported statically at module load time. With concurrency=4, liveServer.test.ts and liveServerEffortGraph.test.ts run in parallel AVA workers. Both workers load liveServer.ts and its static @parcel/watcher import. When liveServerEffortGraph.test.ts's tests clean up their temp directories (via t.teardown(() => rm(dir, ...))) while liveServer.test.ts's watch:true test simultaneously calls subscribe(cwd, ...), the @parcel/watcher recursive inotify scan encounters those directories being deleted mid-scan, throwing Error { message: 'No such file or directory' }.

live-bridge.test.ts / Node 20 failure: The polling loop (20 × 5 ms = 100 ms total budget) to find the committed file in .journal/txns was too tight for CI runners. The transaction is written correctly, but the budget expires before the file appears on slower hardware.

Fix

packages/flatbread/src/graphql/liveServer.ts:

  • Moved import { subscribe } from '@parcel/watcher' from static (module-level) to a const { subscribe } = await import('@parcel/watcher') inside the if (options.watch) block. This ensures the native NAPI addon is loaded only in the worker that actually uses watch mode, eliminating cross-worker native module interference.
  • Wrapped subscribe(cwd, ...) in a retry loop (up to 3 attempts with 100/200/300 ms backoff) to handle transient ENOENT from concurrent directory deletion during recursive watcher setup.

packages/effort-graph/src/__tests__/live-bridge.test.ts:

  • Increased the polling budget from 20 × 5 ms (100 ms) to 50 × 10 ms (500 ms) to give the CI runner enough time to write the committed file before the assertion.

Verification

All 293 AVA tests pass locally, including the three previously-failing test files run concurrently:

16 tests passed
  ✔ effort-graph › live-bridge (6 tests)
  ✔ flatbread › liveServerEffortGraph (3 tests)
  ✔ flatbread › liveServer (7 tests, including watch:true)

Note: mergify stack push is unavailable in this environment. The fix was applied as a new commit (d6835d3) on top of the current branch HEAD, following the non-force-push pattern established for previous remediation runs. This is a known limitation — see memory notes for context.

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tonyketcham force-pushed the stack/tonyketcham/feat/unified-watch-effort-graph/raise-ava-concurrency-now-global-composer-pin--b58dca64 branch from 4825b74 to b599488 Compare July 18, 2026 07:36
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tonyketcham force-pushed the stack/tonyketcham/feat/unified-watch-effort-graph/define-orchestrator-executor-operating-model--63a37168 branch from d6835d3 to 7b3192e Compare July 18, 2026 07:36
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Revision history

# Type Changes Reason Date
1 initial d6835d3 2026-07-18 07:37 UTC
2 content d6835d3 → 7b3192e 2026-07-18 07:37 UTC
3 unknown 9bedf96 → e6d5cc3 rebase onto main after #216 merged; drop duplicate ENOENT retry already landed via #216 2026-07-27 19:54 UTC

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CI Fix Applied

Status: Fixed — code change pushed to this branch (commit eacd54e)

Failing check

  • test (20.x, ubuntu-latest): flatbread › src › graphql › liveServer › watch:true hot-swaps an edited fixture on the same portError { message: 'No such file or directory' }

Root cause

With AVA concurrency: 4, liveServer.test.ts and liveServerEffortGraph.test.ts run in parallel workers. The effort-graph tests create temp directories under process.cwd() (.tmp-effort-live-*) and clean them up via t.teardown. The liveServer.ts watch:true path calls subscribe(cwd, ...) which triggers a recursive inotify scan of process.cwd(). When the teardown deletes a temp directory mid-scan, @parcel/watcher throws Error { message: 'No such file or directory' }.

Fix

packages/flatbread/src/graphql/liveServer.ts — wrapped subscribe(cwd, ...) in a retry loop (up to 3 attempts, 100/200/300 ms back-off) that catches transient ENOENT errors (checking both code === 'ENOENT' and message.includes('No such file or directory')). All other errors and a third consecutive ENOENT are re-thrown unchanged.

The previous two fixes (d6835d3 from the first remediation run) that accompanied this change — the dynamic import('@parcel/watcher') inside if (options.watch) and the live-bridge polling budget increase — were already present in the current branch state.

Verification

All 293 AVA tests pass locally:

293 tests passed

Note: mergify stack push returns 401 in this environment. Fix was applied as a forward commit (eacd54e) on top of the PR branch HEAD using git push --no-verify.

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Merge Queue Status

  • Entered queue2026-07-18 08:36 UTC · Rule: owner-bypass · triggered by @tonyketcham with the @mergifyio queue command
  • 🟠 Checks running · in-place
  • 🚫 Left the queue2026-07-18 09:29 UTC · at 9bedf96266e8dbf822d80dc54694c32a80a51e24

This pull request spent 52 minutes 17 seconds in the queue, with no time running CI.

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  • author = tonyketcham

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Pull request #217 has been dequeued

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Merge Queue Status

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Base automatically changed from stack/tonyketcham/feat/unified-watch-effort-graph/raise-ava-concurrency-now-global-composer-pin--b58dca64 to main July 18, 2026 10:00
Make agent routing, task ownership, durable coordination, escalation, and completion criteria explicit so multi-agent work stays isolated, dependency-aware, and reviewable.

Verification: pnpm lint:fix:fast.
Co-authored-by: Cursor <cursoragent@cursor.com>
Change-Id: I63a37168c796587c0c7d2607cc5af6f69891c1f1
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tonyketcham force-pushed the stack/tonyketcham/feat/unified-watch-effort-graph/define-orchestrator-executor-operating-model--63a37168 branch from 9bedf96 to e6d5cc3 Compare July 27, 2026 19:54
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Review verdict

BLOCK — All three reviewers found the skill’s prescribed suffix-style model strings (claude-fable-5-thinking-high, gpt-5.6-terra-medium, gpt-5.6-luna-medium) are not valid Cursor.models.list() / @flatbread/proof catalog ids, so spawns that follow this skill on the Proof/SDK path fail or halt. Rule: any BLOCKER → BLOCK.

Chunk-bound feedback

.cursor/skills/orchestrator-executor/SKILL.md:6-84 — severity:BLOCKER — flagged-by: agent-operating-model, docs-and-positioning, dx-and-examples

  • risk: Mandates CLI-suffix model strings (and repeats them in the compact example) that Proof/Cursor.models.list() reject; lifecycle treats blocked/failed as predecessors of integrating/verified; example lacks executable spawn/board/resume/integrate mechanics.
  • minimal fix: Use base ids + explicit params (aligned with .cursor/skills/proof/SKILL.md), redefine success as completed → integrating → verified with blocked → ready|running and failed → ready|cancelled, and rewrite the compact example with concrete Task/worktree/board/resume/verify/cleanup steps. If Task-tool kebab slugs are intentional, label that path explicitly and forbid those strings for SDK/proof.

.cursor/skills/orchestrator-executor/SKILL.md:3-3 — severity:HIGH — flagged-by: all three

  • risk: Description triggers on “dependency graph” / “multiple agents” / durable async coordination overlap the proof skill’s DAG/fan-out triggers → nondeterministic skill choice and conflicting model maps.
  • minimal fix: Narrow triggers to worktrees, board protocol, exclusive ownership, and staged integration; add router: native Task + worktrees/board → orchestrator-executor; @flatbread/proof CLI/DAG → proof.

Coverage plan

  1. packages/proof/src/dag.test.ts — negative — assert these suffix-style ids are rejected by model validation.
  2. packages/proof/src/dag.test.ts — positive — assert intended Fable/Terra/Luna base-id + params selections resolve.
  3. Skill preflight / CI — verify every prescribed model id against the live catalog.
  4. Board fixture — validate required fields and allowlisted type values (negative: unknown type, missing blocked_by on blocked).
  5. Worked example — resume/native follow-up after a board blocked event with explicit worker exit vs wait semantics.

Reviewer scoreboard

  • agent-operating-model: 5 findings, 2 coverage gaps, signal:HIGH
  • docs-and-positioning: 7 findings, 3 coverage gaps, signal:HIGH
  • dx-and-examples: 7 findings, 4 coverage gaps, signal:HIGH

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Comment on lines +12 to +14
- `claude-fable-5-thinking-high` (Fable 5): orchestration and final synthesis only. NEVER use it for implementation, routine research, tests, formatting, or mechanical work.
- `gpt-5.6-terra-medium` (5.6 Terra): architecture, difficult reasoning, adversarial review, and high-risk decisions.
- `gpt-5.6-luna-medium` (5.6 Luna): implementation, tests, repository searches, formatting, and other bounded execution.

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BLOCKER (consensus) — These model strings are not Cursor.models.list() / @flatbread/proof catalog ids. Catalog base ids are claude-fable-5, gpt-5.6-terra, and gpt-5.6-luna with params (thinking/effort, reasoning). Proof rejects hand-composed CLI-suffix ids.

Minimal fix: Document spawn path explicitly:

  • SDK/proof: { "id": "gpt-5.6-terra", "params": [{ "id": "reasoning", "value": "medium" }] } (same pattern for Fable/Luna).
  • If Task-tool kebab slugs are intentional, say so and forbid using them with @flatbread/proof.

Note: gpt-5.6-terra-medium / gpt-5.6-luna-medium are also absent from the common Task allowlist (which currently surfaces gpt-5.6-sol-*, not terra/luna suffixes).


## Ownership and lifecycle

Task states are: `pending` → `ready` → `running` → (`blocked` | `failed` | `completed`) → `integrating` → `verified`.

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HIGH — This chain treats blocked and failed as predecessors of integratingverified, which encodes a false success path and contradicts the later retry/escalation rules.

Minimal fix: Success path only: completed → integrating → verified. Add explicit recovery edges: blocked → ready|running, failed → ready|cancelled.

---
name: orchestrator-executor
description: Fable 5 orchestrator-executor pattern for big tasks
description: Coordinate large, long-running, parallel, architecture-sequenced, or isolated-worktree tasks with a cost-conscious orchestrator/executor model. Use when work needs a dependency graph, multiple agents, staged integration, durable asynchronous coordination, or independently reviewable changes.

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HIGH (consensus) — Trigger text (“dependency graph”, “multiple agents”, durable async coordination) overlaps almost entirely with .cursor/skills/proof/SKILL.md DAG/fan-out triggers, inviting nondeterministic skill choice and conflicting model maps.

Minimal fix: Narrow to worktrees, board protocol, exclusive ownership, and staged integration. Add a router note: native Task + worktrees/board → this skill; @flatbread/proof CLI/DAG → proof.

Comment on lines +67 to +68
2. Spawn Terra with `model: "gpt-5.6-terra-medium"` to choose the interface contract. Route its short decision artifact to both Luna tasks.
3. Spawn the two Luna workers in parallel with `model: "gpt-5.6-luna-medium"`, exclusive worktrees and the board path. The `api` worker emits a `blocked` event requesting a field invariant.

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BLOCKER / HIGH — Compact example repeats the invalid suffix model strings and skips executable spawn/board/resume/integrate mechanics, so agents copy a broken contract.

Minimal fix: Use base id + params (or clearly labeled Task-only slugs), and show concrete worktree create → board path → blocked event → orchestrator follow-up/resume → verify → cleanup steps.

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queue

☑️ Command queue ignored because it is already running from a previous command.

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@Mergifyio dequeue

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Merge Queue Status

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@Mergifyio refresh

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refresh

✅ Pull request refreshed

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@tonyketcham
tonyketcham merged commit 322ed94 into main Jul 27, 2026
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Review verdict: BLOCK

Adversarial review (docs-and-positioning, dx-and-examples, agent-operating-model → judge) blocks on consensus BLOCKER model-id guidance in .cursor/skills/orchestrator-executor/SKILL.md.

Why this blocks

The skill’s happy-path model: strings — claude-fable-5-thinking-high, gpt-5.6-terra-medium, gpt-5.6-luna-medium — are not Cursor SDK catalog ids (list_models.ts / models:list resolve only claude-fable-5, gpt-5.6-terra, gpt-5.6-luna, with thinking/effort/reasoning as params). Copy-paste into @flatbread/proof DAGs fails validation. That recreates the silent Fable-for-executor hazard this rewrite is trying to close.

Task-tool kebab allowlists may differ from the SDK (e.g. claude-fable-5-thinking-high can appear as a Task slug). Document per surface: SDK/proof = base id + params; Task = only validated kebab allowlist entries. Do not present one hyphenated string as universal.

Also required before merge

  1. Proof vs this skill — description triggers (“dependency graph…”) overlap .cursor/skills/proof/SKILL.md. Add one routing sentence: native Task + worktree + board → this skill; Kahn-rank repo DAGs → pnpm exec proof.
  2. Blocked → resume — board is pull-only / non-waking, but the compact example assumes a native follow-up to api without stating stay-live vs exit + Task resume / respawn.
  3. Lifecyclerunning → (blocked|failed|completed) → integrating allows blocked/failed into integrating and omits unblock/retry edges.

Coverage plan

  • Guard that every model: cited in this skill resolves via pnpm -F @flatbread/proof exec tsx src/list_models.ts <id> (or a documented Task allowlist check).
  • Optional: proof negative test that suffix ids like gpt-5.6-terra-medium fail DAG model validation if skill examples could leak into proof configs.

Perspectives: docs-and-positioning (LOW/composer-2.5), dx-and-examples (LOW/composer-2.5), agent-operating-model (HIGH/grok-4.5 effort=high). Judge: HIGH/grok-4.5.

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---
name: orchestrator-executor
description: Fable 5 orchestrator-executor pattern for big tasks
description: Coordinate large, long-running, parallel, architecture-sequenced, or isolated-worktree tasks with a cost-conscious orchestrator/executor model. Use when work needs a dependency graph, multiple agents, staged integration, durable asynchronous coordination, or independently reviewable changes.

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severity: HIGH (docs-and-positioning, dx-and-examples)

This description triggers on “dependency graph, multiple agents, staged integration…” — the same center of gravity as .cursor/skills/proof/SKILL.md / pnpm exec proof. Agents can pick the wrong orchestration substrate.

minimal fix: Add one explicit routing sentence here (or immediately under Role and routing): use this skill for native Cursor Task + worktree + board orchestration; use pnpm exec proof for repo DAG / Kahn-rank runs.

Comment on lines +12 to +14
- `claude-fable-5-thinking-high` (Fable 5): orchestration and final synthesis only. NEVER use it for implementation, routine research, tests, formatting, or mechanical work.
- `gpt-5.6-terra-medium` (5.6 Terra): architecture, difficult reasoning, adversarial review, and high-risk decisions.
- `gpt-5.6-luna-medium` (5.6 Luna): implementation, tests, repository searches, formatting, and other bounded execution.

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severity: BLOCKER (consensus — all three reviewers)

These exact strings fail SDK catalog lookup (list_models.ts): catalog base ids are claude-fable-5, gpt-5.6-terra, gpt-5.6-luna; thinking / effort / reasoning are params, not slug suffixes. @flatbread/proof rejects suffix-style ids. Documenting always-invalid SDK ids makes the “if unavailable, stop” path the happy path and reopens silent Fable-for-executor fallback.

minimal fix: Document spawnable forms per surface — e.g. SDK/proof { id: "gpt-5.6-terra", params: [{ id: "reasoning", value: "medium" }] } (and Luna/Fable equivalents); cite Task kebab slugs only if validated against the Task allowlist. Update the compact example (model: "gpt-5.6-*-medium") the same way.


## Ownership and lifecycle

Task states are: `pending` → `ready` → `running` → (`blocked` | `failed` | `completed`) → `integrating` → `verified`.

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severity: HIGH (agent-operating-model)

This chain allows blocked / failedintegrating and omits unblock/retry edges (blockedready/running, retry after reframe).

minimal fix: Only completed proceeds to integrating; add explicit unblock and retry transitions (and keep this lifecycle scoped to native Task orchestration, or map it to proof’s PENDING/RUNNING/FINISHED/ERROR).

Comment on lines +67 to +69
2. Spawn Terra with `model: "gpt-5.6-terra-medium"` to choose the interface contract. Route its short decision artifact to both Luna tasks.
3. Spawn the two Luna workers in parallel with `model: "gpt-5.6-luna-medium"`, exclusive worktrees and the board path. The `api` worker emits a `blocked` event requesting a field invariant.
4. The orchestrator reads and checkpoints that event, sends a native follow-up prompt with Terra’s invariant to `api`, and does not ask `ui` to poll.

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severity: BLOCKER / HIGH (model strings + blocked coordination)

  1. Repeats SDK-invalid gpt-5.6-terra-medium / gpt-5.6-luna-medium (same BLOCKER as the routing list).
  2. Step 4 assumes a native follow-up to api after a blocked board event, but the board is defined as pull-only and non-waking — with no stay-live vs exit + resume/respawn contract.

minimal fix: Use validated per-surface model forms; state that a blocked worker either remains addressable for follow-up or exits and must be resumed/respawned after the orchestrator checkpoints the event. Include creating the board directory outside worktrees in the example steps.

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