Borrowing it
Nothing to install: this file belongs to okuzpe/midas-harness. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/okuzpe/midas-harness/main/.agents/skills/midas-auto-pilot/SKILL.mdgit clone --depth 1 https://github.com/okuzpe/midas-harnessWrote 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.
[](https://agentmods.dev/skills/okuzpe/midas-harness/midas-auto-pilot)<a href="https://agentmods.dev/skills/okuzpe/midas-harness/midas-auto-pilot"><img src="https://agentmods.dev/badge/skills/okuzpe/midas-harness/midas-auto-pilot/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.
<a href="https://agentmods.dev/skills/okuzpe/midas-harness/midas-auto-pilot"><img src="https://agentmods.dev/badge/skills/okuzpe/midas-harness/midas-auto-pilot.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00067 | $0.02923 |
| Opus 5.5 | $0.00027 | $0.01169 |
| Sonnet 5.5 | $0.00013 | $0.00585 |
| Haiku 4.5 | $0.00007 | $0.00292 |
Grade A, and why
midas-auto-pilot 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 1mo 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.
How it starts
The opening of the file, as written. The whole thing — 171 lines — stays where its author put it; the contents beside it link to each section on GitHub.
midas-auto-pilot — directed loop
Guard:
<paths.engine>/templates/skill-state-ritual.md+AGENTS.md§ Safety. Tick law (canonical):{runs}/auto-pilot/runbook.md← templateauto-pilot-runbook.md.tmpl. Wakes execute the runbook only — not this skill from the top (no B00 / delivery Ask). Artifacts: journalauto-pilot-journal.md, ticksauto-pilot-tick.md, playbookauto-pilot-cycle.md. ADR-009 CLI (L3):./sprint-checklist.md→.harness/autonomy/bin/midas-autopilot.mjs— never auto-tickfrom chat. Command map:docs/skills.md§ Autonomy commands (install:<paths.engine>/docs/skills.md).
Response shape (always)
Keep the reply ≤8 lines (≤6 when intent + delivery known). No autonomy lecture unless asked.
- Verdict —
ready|ready_with_warnings|blocked|stopped+ short why - Intent —
directed|sprints|stop|status|unset(delivery Ask pending) - Delivery —
pr|code|unset|n/a(non-loop) - Mode —
local|cloud|stop|n/a - Next — one line
- Evidence — runbook / journal / tick-NN and/or CLI paths; tick result when a tick ran
When NOT
- No install / no
paths.state→/midas-reconcileor install (INSTALL.md). - No planned candidate (sprint code line, failing feature, existing OPEN, existing sweep) →
blocked;/plan-sprintsor/start-sprintor/midas-adopt.idea.mdalone is not enough. - ADR-009 CLI without
.harness/autonomy/→--autonomyvia/midas-init(argssetup/dry-run/tick/resumeonly). - Phase-8 gate verdict →
/close-sprint. - Laptop will sleep / Cursor will quit →
cloudmode; local/loopdies with the session.
Host /loop capability
| Host | Directed loop |
|---|---|
| Cursor | Arm /loop (this skill). |
| Claude Code, Copilot, Windsurf, Gemini | No Cursor /loop. Document the tick; the human re-invokes /midas-auto-pilot or uses cloud Automations. |
Arguments (short-circuit)
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 1mo ago Changed · -1 lines · +17 tokens per session 228831c93258
- 2mo ago First seen · 172 lines · 50 tokens per session scan A ccbc777ceff2
midas-auto-pilot is a skill published in the GitHub repository okuzpe/midas-harness (2 stars, last pushed 1mo ago), licensed Apache-2.0. It adds 67 tokens to every session and 2,923 once invoked, about $0.0003 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.
Other skills, from other repositories
story-readiness
Checks whether a story is ready to implement: clear acceptance criteria, no open questions, valid ADR and dependencies. Use when the user asks if a story, or the sprint's stories, are ready to start or build.
workthreads
SpecStory Workthreads - a weekly work-thread rollup across a team's repos from SpecStory coding histories (any agent - Claude Code, Codex, Cursor, Gemini, and more). It groups the window's sessions into threads of work per project and labels each new / open / recently closed, so a lead sees what shipped, what is still…
atmos-config
Atmos root configuration: atmos.yaml discovery, precedence, deep merging, basepath, imports, minimal bootstrap, and routing to narrower Atmos skills.
ring:mapping-feature-relationships
Mapping how features relate and phasing the work: categorizing PRD features, grouping them into domains, charting cross-feature journeys, dependencies, and integration points, and defining the binding Phases that plan.md mirrors one-to-one at Gate 7. Gate 2 of ring:planning-large-features; runs after…
remove
Remove a deployed framework or addon from the current workspace.
qa-project-bootstrap
Onboard a new QA engineer to an existing codebase, or audit an existing test architecture. Produces a 30-day ramp plan: codebase orientation, framework walkthrough, test architecture audit, mentorship pairing, and first-test guidance. Use when: "QA onboarding," "new tester," "ramp up," "test architecture audit,"…