keel-autopilot

keel-autopilot is a skill for Claude Code from muratsilahtaroglu/claude-code-starter-kit. It costs 103 tokens per session (1,059 once invoked), scanned A, original, MIT.

A user-enabled mode for advancing through project phases automatically while running a review at each checkpoint. It can commit at phase ends, but never pushes without approval.

In plain words
What is it for?
It is for solo sessions or the coordinating agent in a team that is working through phase tasks. It is not for worker agents.
Why use it?
It reduces the need to confirm every routine step while keeping review checkpoints in place. It stops when a checkpoint fails, the decision is unclear, the architecture changes unexpectedly, or security-related work appears.

Skill for Claude Code

Written for Claude Code: installed under .claude/.

Good fit It is for solo sessions or the coordinating agent in a team that is working through phase tasks. It is not for worker agents.

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Install with agentmods
npx agentmods add skills/muratsilahtaroglu/claude-code-starter-kit/keel-autopilot
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.

Any agent
npx skills add muratsilahtaroglu/claude-code-starter-kit --skill keel-autopilot
Clone the repo
git clone --depth 1 https://github.com/muratsilahtaroglu/claude-code-starter-kit

Made for: Claude Code.

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 keel-autopilot

README.md
[![agentmods](https://agentmods.dev/badge/skills/muratsilahtaroglu/claude-code-starter-kit/keel-autopilot/github.svg)](https://agentmods.dev/skills/muratsilahtaroglu/claude-code-starter-kit/keel-autopilot)
Your own site
<a href="https://agentmods.dev/skills/muratsilahtaroglu/claude-code-starter-kit/keel-autopilot"><img src="https://agentmods.dev/badge/skills/muratsilahtaroglu/claude-code-starter-kit/keel-autopilot/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for keel-autopilot

Your own site · 80×15
<a href="https://agentmods.dev/skills/muratsilahtaroglu/claude-code-starter-kit/keel-autopilot"><img src="https://agentmods.dev/badge/skills/muratsilahtaroglu/claude-code-starter-kit/keel-autopilot.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 103 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,059 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
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 5.1 $0.00103 $0.01059
Opus 5.5 $0.00041 $0.00424
Sonnet 5.5 $0.00021 $0.00212
Haiku 4.5 $0.00010 $0.00106

Measured 2mo ago against content hash b4bb1bafd7ba, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

keel-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 2mo 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.

.claude/skills/keel-autopilot/SKILL.md · 53 lines

What it actually says

/keel-autopilot — phases advance themselves; evidence gates don't move

When: the user explicitly turns it on ("/keel-autopilot", "autopilot", "work through the phases on your own"). Autonomy is the USER's grant, never self-granted — and it changes WHO presses the button, not WHAT the gates require.

Who may run it: a SOLO session, or an agent team's ORCHESTRATOR — never a worker/co-agent. This mode runs /keel-phase-review (rule 2) and commits (rule 3), and §10.42 forbids a worker BOTH. So check identity before the first step: the reground hook prints this session's agent from .claude/agent-team-sessions; if it names a worker charter, say so and stop. Do NOT infer the answer from git config user.name — same-machine agent sessions all share ONE git identity, which is exactly why rule 4's ownership check cannot see this by itself.

Mode contract (4 rules):

  1. In-phase autonomy. Work the wip phase's TASKS ## Now items back-to-back without pausing for confirmation; make routine judgment calls yourself (§10.36). Memory discipline stays hot-path: LESSONS the moment something is learned, TASKS updated as you go — autopilot without the rituals is just drift at higher speed. On a multi-user project, an @-assigned item still STARTS with the §10.41 spec briefing before the work (task-specific, self-explanatory questions; check the spec's Comprehension log first — an already-answered question is never re-asked).
  2. Gates stay evidence-based. When ## Now empties, run the FULL /keel-phase-review checklist yourself. PASS needs real evidence (tests green via make test, the gate's done-when observed) — never narrate a pass. PASS → flip the phase, seed the next ## Now from PLAN.md, continue. FAIL → stop and report what's missing.
  3. Commit locally, batch the push. Commit at each phase end (owner identity, §6.16); do NOT push. Accumulate the queue and present it at session end (or on request) for ONE approval. settings.json's ask on push is the enforced backstop — never weaken it for this mode.
  4. Stop-and-ask triggers. Halt and return to the user when: a gate FAILS · a decision is UNCERTAIN (verifier verdict or §10.37 grounding gap) · a scope/architecture surprise would need a new ADR · anything security-adjacent (secrets, auth, non-routine dependency changes) · a bulk output hits the /keel-pilot threshold (its human-routing rules override autopilot) · the same test is red twice after fixes · the next ## Now item or wip phase belongs to someone else — autopilot NEVER does another's assigned work; stop and surface it (the parallel-work collision the ownership tag exists to prevent). Match ownership on the RIGHT key: on a human multi-user project that is @owner ≠ git config user.name; on a same-machine agent team every session shares one git identity, so compare the item's lane/@tag against this session's agent name from .claude/agent-team-sessions instead — the git check alone is inert there and silently passes.

Boundaries:

  • One session. Cross-session automation (cron, /loop) is out of scope — re-request the mode each session, or make it a standing project agreement via a LESSONS.md [rule] line.
  • After any compaction, re-confirm. The activation may live only in summarized-away conversation; ask one line ("autopilot still on?") before continuing autonomously. Note the activation in the next HANDOVER block (d) so the grant survives on disk.
  • Never bypassed: push approval, /keel-pilot human routing, hook blocks, §0 bootstrap approvals, /keel-distill's never-lossy-delete. The Stop hooks (plan-phase-nudge, handover reminder) keep firing — they are the net under the tightrope, not an annoyance to suppress.
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. 2mo ago First seen · 53 lines · 103 tokens per session scan A b4bb1bafd7ba

Subscribe to this mod's changes

keel-autopilot is a skill published in the GitHub repository muratsilahtaroglu/claude-code-starter-kit (9 stars, last pushed 1mo ago), licensed MIT. It adds 103 tokens to every session and 1,059 once invoked, about $0.0004 per session on Opus 5.5. 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 2026-08-31.