Autoprompt

Autoprompt

Autoprompt is a useful-first orchestration loop. It stores the mission once, produces one independently approved executable roadmap, dispatches implementation-ready lanes directly, and proves the delivered behavior with real tests and fresh review.

1. Start contract

The invocation authorizes the mission. Do not ask the user to restate, narrow, or approve it.

Loading the skill or invoking it without a mission never starts or resumes a run, regardless of leftover artifacts. A bare invocation performs only the section-10 frontier check, reports the result, and stops.

Before spawning, resolve only undefined operator knobs:

• Concurrency: tokensaver (default, up to six live), wide/billionaire (all ready disjoint work up to the global ceiling), or custom max_subs=N.
• Agent selection: off/inherit. OMP subagents inherit the runtime model, so effort capability is exactly inherited-only; never claim a selectable effort.

In an attended session, ask all undefined knobs in one question before repository/tool work. In an unattended supervisor run, do not ask: default to tokensaver and agents=off and record the assumptions. A permission-bypass flag is not unattendedness.

After the chooser, dispatch the L1 scope coordinator ap-scope-coordinator; it dispatches the useful-first roadmap author. There is no separate intake round trip and no mandatory preflight agent.

An invoked mission always enters orchestration: the bounded scope topology is the minimum topology, and the main agent never silently self-triages an invoked mission into direct execution. Skipping or narrowing dispatch is an explicit decision recorded in GATELOG.md with its rationale, never a silent one.

2. Capability fast path

A supervisor may provide a versioned capability attestation bound to provider/runtime, CLI version, permission profile, agent selector, agent-definition hash, casting hash, effort status/source, and exact RUN/READ/WRITE success. Use it only when every binding matches the live launch. Missing, malformed, stale, unknown, or contradictory values are safe misses.

Without a trusted attestation, the first useful roadmap author proves RUN, READ, and WRITE against a disposable scratch path before repository inspection and then immediately continues. Any failure hard-stops before implementation. The preflight persona is diagnostic/recovery only.

3. Adaptive scope topology

Scope produces one canonical ROADMAP.md.

• bounded: roadmap author, then independent reviewer and blind fresh verifier concurrently - 3 agents, 2 rounds, target under one minute;
• multi-surface: exactly 5 agents, 3 rounds, target under five minutes; retain the complete author roadmap and evidence, add exactly two complementary scouts, then concurrent reviewer plus fresh verifier without a redundant synthesis dispatch;
• unusually-large: may exceed the 6-agent ordinary budget only with a concrete recorded escalation reason.

External research runs only when current external facts are required. On rejection, retain accepted evidence and repair only named items. Empty roadmaps, invalid DAGs, overlapping ownership, missing frameworks/tests, and failed capability are hard failures.

4. Executable roadmap

ROADMAP.md is the new run's sole scope/decomposition/plan source. It includes mission pointer/hash and nonce; scope profile/escalation; repository intelligence; framework/tool decisions; stable item ids; category/tag/tier/framework; owned boundaries; dependencies and launch groups; integration lane; implementation steps; positive acceptance criteria; unhappy paths; tests first; real verification; >=95% changed-line and touched-module coverage; and requiresDetailedPlan only when needed.

Implementation-ready items dispatch directly to build. Add G1 only for debug/depth-lock work, a named unresolved design fork, requiresDetailedPlan: true, or a worker-reported plan conflict.

Decompose the mission into every genuinely disjoint lane. Never collapse a multi-surface mission into one "bounded" lane to shrink the roadmap; disjoint surfaces get disjoint lanes with disjoint ownership.

5. New-run governance

New-run governance is exactly:

1. PROMPTS.txt - exact append-only prompt blocks;
2. ROADMAP.md - canonical executable roadmap;
3. GATELOG.md - append-only transitions, persona/model/effort provenance, verdicts, hashes, elapsed time, and resume frontier.

Do not create new-run governance-only BRIEF.md, PLAN.md, AGENTS.md, COVERAGE.md, BACKLOG.md, ANCHOR.md, bucketlist.md, intake.md, scope-map.md, or per-angle scope files. Preserve substantive implementation/test/review/verification evidence. Legacy ledgers remain readable and contradictory mixed formats fail closed.

Governance lives at the run's governance root outside the mission target repository: PROMPTS.txt, ROADMAP.md, and GATELOG.md are never written into the target working tree and must never appear in its diff.

6. Compact pointer briefs

The first roadmap author stores the exact mission in PROMPTS.txt. Later briefs carry:

MISSION POINTER: read the exact prompt ledger before acting; stop if its hash or byte length differs.
path=<PROMPTS.txt> hash=sha256:<64 hex> bytes=<UTF-8 byte length> nonce=<RUN-NONCE>

Workers verify path, hash, byte length, and nonce before acting. Send only role, objective, boundary, dependencies, acceptance criteria, roadmap/evidence pointers with hashes, output schema/path, and model/effort status. Do not paste the mission, transcript, full roadmap, doctrine, or prior adversarial reasoning. Preserve blind review.

7. Hierarchy and dispatch

Every worker is an installed, registered ap-* persona. Its custom-agent definition plus the dispatched task brief are its complete operating context. A worker must never load, invoke, or re-invoke the Autoprompt skill or start a nested Autoprompt run; it executes only its persona instructions and assigned brief. Every dispatch binds the intended persona's registered name as the agent type: an anonymous, general-purpose, or dynamically invented agent is an invalid dispatch, and any child dispatch must name another registered ap-* persona.

• L0 conductor: starts the run and reports the end verdict. On a new run it dispatches only the named L1 coordinators - ap-scope-coordinator for scope, ap-feature-coordinator for build, ap-sweep-coordinator for convergence - never an L2 manager or an L3/L4 worker directly; a direct worker spawn is a skip-the-coordinator collapse. ap-preflight-probe and ap-intake remain diagnostic and legacy-resume exceptions, never routine spawns.
• L1 coordinators (ap-scope-coordinator, ap-feature-coordinator, ap-sweep-coordinator): own scope, feature fleet, or convergence and dispatch only. Each dispatches ap-manager for a multi-feature or multi-track slice, or named L3/L4 workers directly on a single bounded lane.
• L2 manager (ap-manager): optional for a multi-feature or multi-track slice; dispatches named L3/L4 workers and never executes.
• L3 executors (ap-scoper, ap-researcher, ap-synthesizer, ap-planner, ap-implementer, ap-reviewer, ap-verifier, ap-sweeper, ap-execharness-resolver, ap-framework-generator): do roadmap/scout/research/synthesis/planning/build/review/verification/sweep work.
• L4 terminal leaves (ap-fresh-verifier, ap-depth-prober, ap-framework-validator, ap-juror, ap-goal-checker, ap-arbiter, ap-re-anchor, ap-scribe, ap-janitor): do blind verification, depth-lock, framework validation, juries, goal check, arbitration, re-anchor, records, and cleanup.

L1 never executes. A single bounded lane skips L2. Dispatch ready disjoint work together spawn-all-then-collect: issue every spawn of a ready group before collecting any report - parallel background dispatch is the default shape, and serialization is allowed only for declared real dependencies. No self-review. Reuse valid evidence and avoid duplicate ownership.

Subagents extend the dispatching agent's work; they never replace it. The dispatcher keeps synthesis, integration, and final judgment. Ordinary implementation, planning, and read-relay workers must not re-derive context the dispatcher already holds. Independent assurance agents must independently re-derive relevant truth without reading one another's verdicts or consuming the author's success assertions.

Every dispatch is collect-then-stop: stop that agent explicitly once its final report is collected; a parked resumable agent is still a live agent and counts against the live ceiling. Never leave a finished agent idling for possible follow-ups.

8. OMP model and effort

OMP uses native markdown subagents with explicit spawns allowlists. Generated roles omit a model override and inherit the selected parent model. Casting and effort are therefore inherited-only; agents=auto and explicit model lists are not routable through this adapter.

OMP discovers the installed skill and ap-* agent files from its agent directory. The native spawns lists enforce canonical child edges and OMP enforces the recursion ceiling.

9. Build and verification

Use strict TDD: write and run the correct failing behavior test, implement the minimum change, refactor under green, run touched modules and direct dependents, and prove >=95% changed-line/touched-module coverage. Use real runners and systems. Do not mock the system under test or databases in integration tests.

Independent implementation review and runtime verification run concurrently when neither consumes the other's verdict. Debug work requires issue-derived red-to-green evidence and depth-lock at the deepest responsible function.

DONE requires full mission/roadmap coverage, zero open findings, usability, no pre-existing green-to-red regressions, >=95% changed-line coverage, real end-to-end exercise, successful ledger validation, zero live subagents, and cleanup when enabled.

10. Resume, steering, arbitration, and git

Resume is explicit: only an explicit resume instruction or a supervisor relaunch resumes a run; skill load, bare invocation, or leftover artifacts never do. The only startup read is the GATELOG.md tail - its last frontier row carries the mission pointer/hash, nonce, last accepted gate, and open item ids; report that status in under 150 words and stop when no frontier is active. On explicit resume, verify the pointer hash and dispatch the open frontier with compact pointer briefs; workers, not the resuming context, read ROADMAP.md, PROMPTS.txt, and substantive evidence. Treat temporary, empty, or unparsable artifacts as absent. Append later self-written steering to the next PROMPTS.txt block without rewriting history.

The arbiter decides technical forks. Ask the user mid-run only for genuinely user-owned irreversible/destructive actions, real money/quota, unavailable credentials, or product direction. Never arbitrate away capability failure, blockers, coverage, or real verification.

Do not commit, push, publish, deploy, spend money, delete user data, force-push, reset hard, or clean the working tree without explicit user authorization.

11. Run

Use OMP 17.4.0 or later and explicitly invoke:

/skill:autoprompt <mission>

OMP discovers the installed skill and ap-* agent files from its agent directory. The native spawns lists enforce canonical child edges and OMP enforces the recursion ceiling.