autopilot

autopilot is a command for coding agents from nicelight/DevRails-26. It costs 19 tokens per session (4,521 once invoked), scanned A, original, MIT.

A command that runs an already reviewed queue of product-development tasks in sequence until it reaches a final state. It relies on task records, schemas, workflow rules, and execution policies stored in the project.

In plain words
What is it for?
It is for executing indexed product tasks, applying their workflow and failure rules, updating progress, and stopping when the queue reaches a terminal state.
Why use it?
It removes the need to manually start each approved task while preserving the project’s required checks and status handling.

Command

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add commands/nicelight/devrails-26/autopilot
Clone the repo
git clone --depth 1 https://github.com/nicelight/DevRails-26

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for autopilot

README.md
[![agentmods](https://agentmods.dev/badge/commands/nicelight/devrails-26/autopilot.svg)](https://agentmods.dev/commands/nicelight/devrails-26/autopilot)
Your own site
<a href="https://agentmods.dev/commands/nicelight/devrails-26/autopilot"><img src="https://agentmods.dev/badge/commands/nicelight/devrails-26/autopilot.svg" alt="Measured on agentmods" height="20"></a>
Per session 19 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 4,521 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5 $0.00019 $0.04521
Opus 5 $0.00010 $0.02261
Sonnet 5 $0.00004 $0.00904
Haiku 4.5 $0.00002 $0.00452

Measured 3d ago against content hash 3e7288d97689, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

autopilot scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 3d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/_shared/references/commands/autopilot.md · 360 lines

How it starts

The opening of the file, as written. The whole thing — 360 lines — stays where its author put it; the contents beside it link to each section on GitHub.

/autopilot - Run an existing product JSON task queue

In this command, task and queue mean only indexed records whose feature is not FT-000. FT-000 records are read-only Foundation history.

<input_contract> Require:

  • non-empty .memory-bank/tasks/index.json and resolving schema-valid .memory-bank/tasks/*.task.json records;
  • .memory-bank/schemas/task.schema.json;
  • installed .memory-bank/workflows/{tier-policy,execute-loop,autonomy-policy,mb-sync}.md exist;
  • load tier policy #tier-obligations and #closure-authority, plus #hard-write-boundary only for a task/parallel boundary and #tier-classification-and-escalation only for a tier gap;
  • load autonomy policy #phase-ownership, #experimental-parallel-execution when opted in, #durable-run-checkpoint, #required-gates, #failure-budgets, #scheduler-failure-handling, #terminal-fallback, #run-state, and #terminal-states;
  • valid Global Backbone Status and Foundation anchors/dependencies; when Foundation is required, its named final gate is done and no FT-000 record remains planned|ready|in_progress|blocked;
  • positive integer Global Backbone Planning Revision;
  • at least one indexed product task whose feature is not FT-000;
  • classify each task-linked feature as eligible only when its body lacks PLANNING_RECONCILIATION_REQUIRED and its latest /review-tasks-plan APPROVE has exact REVIEWED_PLANNING_REVISION: <N> equal to the current Planning Revision;
  • no unresolved blocking operator decision;
  • invoke node .memory-bank/scripts/mb-doctor.mjs --strict before the run, including resume, and before every later task selection required below. A new run requires PASS. A resumed run also requires PASS unless its only failing findings are the durable consequences of the exact unfinished scheduler checkpoint being recovered; in that case permit only that recovery action, then require PASS again before promotion, selection, or terminal success. Any unrelated finding uses the existing quality halt.

Every product task must preserve JSON schema, matching ID/tier/feature/wave segments, legal lifecycle, valid dependencies, feature existence, product W1+/reserved FT-000 W0 rules, and authoritative task.tier. Every T2/T3 task must have the complete single-card handoff: purpose/outcome, direct applicable canonical SDD links, expected advisory change surface and/or deliberate hard write boundary, verification path, concrete REQ links, and valid dependencies.

Tasks whose title starts with Production acceptance: are production-only acceptance work. During development, exclude them from promotion, selection, unfinished/deadlock checks, and success gates. Leave them planned for explicit /exe <TASK_ID> after production deployment.

For mixed work, write done_for_prod after development gates pass when only production acceptance remains; historical verify entries do not create queue work.

If no product record exists, return HALT_QUALITY_GATES: no schema-backed product task records found in .memory-bank/tasks/index.json and route the next explicit product feature to a fresh /feature-to-tasks FT-<NNN> session. If the Foundation gate is unfinished or any FT-000 work remains unresolved, return HALT_QUALITY_GATES with /autonomous as the Foundation execution/resume owner. Missing/invalid tier is HALT_POLICY_VIOLATION; clarification/design/Foundation/ handoff/readiness gaps use the applicable clarification or quality halt and repair route.

A missing/invalid Global Planning Revision halts all product work and routes /spec-design; it does not prove feature impact. With a valid revision, a missing/mismatched approval or reconciliation marker makes only that task-linked feature ineligible. Keep task statuses unchanged and reconcile ineligible features one at a time through the Fresh Feature Tasking Boundary. </input_contract>

Read the full file on GitHub · 360 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 3d ago First seen · 360 lines · 19 tokens per session scan A 3e7288d97689

Subscribe to this mod's changes

autopilot is a command published in the GitHub repository nicelight/DevRails-26 (22 stars, last pushed 5d ago), licensed MIT. It adds 19 tokens to every session and 4,521 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.