autopilot
Run one quota-aware maintenance cycle when invoked manually or by a scheduled trigger.
Skill by ceptln
Chalk Labs
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Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/ceptln-autopilot
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
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Permissions
What this skill can do and what it asks for, from its SKILL.md and code. Checked Nov 1, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/autopilot
What's inside
- Skill name
autopilot- Description
- Run one quota-aware maintenance cycle when invoked manually or by a scheduled trigger. Gate on usage, pick useful work, and hand off at most one PR.
- License
- MIT
- Instructions
- 25 lines in SKILL.md · view on GitHub
Files (2)
- SKILL.md
- config.example.yaml
SKILL.md (first lines)
Read `.quota-burner/CONTRACT.md` and `.quota-burner/config.yaml`. The contract owns state, selection, claims, delivery, and trust boundaries. A trigger supplies no policy. Manual invocation follows the same gate. ## Gate first Locate the unique hub through the configured tracker binding. Read the latest trusted meter snapshot for this session's provider only: Claude uses `claude`, Codex uses `codex`. Never substitute another provider's quota or estimate usage from the run journal. Unknown provider, missing binding, author, fields, or unreadable state means NO-GO. Require numeric finite utilization fractions in 0..1, integer reset epochs, and `five_hour` / `seven_day` windows of 18000 / 604800 seconds. Require a timezone-qualified `taken_at` no later than now. Missing or inconsistent data means NO-GO. A reset at or before now also means NO-GO: get a new scheduled snapshot; never infer that new-window consumption is zero. Resets cannot be farther away than their window length. Compute the weekly elapsed share at the sampling time from the weekly reset and window length. Project at that instant, then add the age penalty: - `elapsed = 1 - (seven_day.resets_at - taken_at) / 604800`, constrained to 0..1. - `weekly_points = 100 * seven_day.utilization`. - `projected = weekly_points + weekly_points * (1 - elapsed) / max(elapsed, gate.rate_floor) + gate.run_cost_points + gate.staleness_points_per_hour * age_hours`. NO-GO if the snapshot exceeds `snapshot_max_age_minutes`, projection exceeds `weekly_ceiling_points`, five-hour utilization exceeds `five_hour_max`, or open autopilot PRs reach `max_open_prs`. Claude also requires `overage_utilization <= overage_max`; Codex requires `limit_reached: false`. Config values must be sensible nonnegative numbers, with `0 < rate_floor <= 1`, positive age/PR limits, and utilization caps at most 1. Invalid config means NO-GO. On NO-GO, update only the hub's `Status` section with wake time, result, projection terms, and consecutive NO-GO count since the last GO; then exit. A dry run reports the same decision in the session and writes nothing. Do not dispatch a meter or poll for fresh data. ## One useful unit Once the gate passes, read the configured team context and follow the contract's selection order. A dry run explains the proposed target and missing setup without claiming it or writing anything. Live runs claim the target, invoke its installed skill by name, and follow its targeting and completion criterion. If nothing is eligible or the search is empty, report that result without opening an empty PR. Reconcile state immediately before delivery. Write the handoff and outcome before ending the turn; CI follows the contract's event-based handoff. A successful gate is permission to consider work, never a reason to invent work.
From ceptln/quota-burner, MIT.
More from ceptln/quota-burner
- 0.599score
autopilot-retro
ceptln
Run the daily maintenance feedback loop: reconcile PR outcomes, update the Scorecard and Scheduler, and propose changes from independently verified feedback.
SkillBFreshness: B★ 18Claude Code +9 - 0.594score
ui-review
ceptln
Use to review one app page per run in a sandbox environment: screenshots, design-system deviations, UX of the main flow; fixes objective deviations only.
SkillBFreshness: B★ 18Claude Code +9 - 0.594score
ds-migrate
ceptln
Use to migrate ad hoc frontend components to the design system, one batch per run.
SkillBFreshness: B★ 18Claude Code +9 - 0.594score
harvest-reviews
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Use to harvest lessons from PR reviews and bug reports (AI reviewer findings, human review comments, bug-labeled issues) into a review-lessons ledger, and to…
SkillBFreshness: B★ 18Claude Code +9 - 0.594score
pattern-align
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Use to align code on the house design patterns and conventions, one pattern times one module per run.
SkillBFreshness: B★ 18Claude Code +9 - 0.594score
perf-fix
ceptln
Use to fix one measured performance problem on an endpoint, query, or render path: N+1, oversized payload, slow component.
SkillBFreshness: B★ 18Claude Code +9 - 0.594score
primitives-align
ceptln
Use to fold components that reimplement their own variants (buttons, modals, hardcoded spacing or colors) onto the shared primitives.
SkillBFreshness: B★ 18Claude Code +9 - 0.594score
refactor-slice
ceptln
Use to refactor one bounded area for better architecture: extract responsibilities, respect layers, simplify with identical behavior.
SkillBFreshness: B★ 18Claude Code +9 - 0.594score
security-fix
ceptln
Use to find and fix one batch of concrete security issues: vulnerable dependencies, injection risks, secrets in code, unsafe patterns.
SkillBFreshness: B★ 18Claude Code +9 - 0.594score
deps-patrol
ceptln
Use to upgrade dependencies minor and patch in one batch after reading changelogs; each major gets its own dedicated PR.
SkillBFreshness: B★ 18Claude Code +9 - 0.591score
dedupe-factor
ceptln
Use to find duplicated logic (copy-paste, redundant helpers) and factor it into shared primitives.
SkillBFreshness: B★ 18Claude Code +9 - 0.591score
dead-code-sweep
ceptln
Use to remove dead code: unused exports, unreachable branches, commented-out code, orphan helpers.
SkillBFreshness: B★ 18Claude Code +9
Signals
- Stars
- 18
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- Sep 8, 2026 (1 month ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/ceptln/quota-burner
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from ceptln
- 0.599score
autopilot-retro
ceptln
Run the daily maintenance feedback loop: reconcile PR outcomes, update the Scorecard and Scheduler, and propose changes from independently verified feedback.
SkillBFreshness: B★ 18Claude Code +9 - 0.594score
pattern-align
ceptln
Use to align code on the house design patterns and conventions, one pattern times one module per run.
SkillBFreshness: B★ 18Claude Code +9 - 0.594score
harvest-reviews
ceptln
Use to harvest lessons from PR reviews and bug reports (AI reviewer findings, human review comments, bug-labeled issues) into a review-lessons ledger, and to…
SkillBFreshness: B★ 18Claude Code +9 - 0.594score
ds-migrate
ceptln
Use to migrate ad hoc frontend components to the design system, one batch per run.
SkillBFreshness: B★ 18Claude Code +9 - 0.594score
deps-patrol
ceptln
Use to upgrade dependencies minor and patch in one batch after reading changelogs; each major gets its own dedicated PR.
SkillBFreshness: B★ 18Claude Code +9 - 0.594score
perf-fix
ceptln
Use to fix one measured performance problem on an endpoint, query, or render path: N+1, oversized payload, slow component.
SkillBFreshness: B★ 18Claude Code +9
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Cite this page
autopilot skill. Agent Mart. https://agentmart.dev/skills/ceptln-autopilot (last updated 2026-10-24)