autopilot — for Claude Code autopilot, landing-page, community, for Claude Code, ide skills, full-audit, For content directives, also include, For harness directives, also, section-title*, section-kicker

v1.0.0

Об этом навыке

Подходящий сценарий: Ideal for AI agents that need autopilot execution. Локализованное описание: # Autopilot execution Autopilot runs a directive from audit → implementation → verify → ship → confirm-live without stopping. This AI agent skill supports Claude Code, Cursor, and Windsurf workflows.

Возможности

Autopilot execution
Broad directives (engage autopilot):
"improve the subpages"
"audit and fix everything"
"ship the best UX you can"

# Core Topics

argmin-com argmin-com
[0]
[0]
Updated: 4/20/2026

Killer-Skills Review

Decision support comes first. Repository text comes second.

Reference-Only Page Review Score: 8/11

This page remains useful for operators, but Killer-Skills treats it as reference material instead of a primary organic landing page.

Original recommendation layer Concrete use-case guidance Explicit limitations and caution
Review Score
8/11
Quality Score
46
Canonical Locale
en
Detected Body Locale
en

Подходящий сценарий: Ideal for AI agents that need autopilot execution. Локализованное описание: # Autopilot execution Autopilot runs a directive from audit → implementation → verify → ship → confirm-live without stopping. This AI agent skill supports Claude Code, Cursor, and Windsurf workflows.

Зачем использовать этот навык

Рекомендация: autopilot helps agents autopilot execution. Autopilot execution Autopilot runs a directive from audit → implementation → verify → ship → confirm-live without stopping. This AI agent skill supports Claude

Подходит лучше всего

Подходящий сценарий: Ideal for AI agents that need autopilot execution.

Реализуемые кейсы использования for autopilot

Сценарий использования: Applying Autopilot execution
Сценарий использования: Applying Broad directives (engage autopilot):
Сценарий использования: Applying "improve the subpages"

! Безопасность и ограничения

  • Ограничение: "do whatever you need to do"
  • Ограничение: Narrow directives (do NOT engage autopilot):
  • Ограничение: "what's wrong with X" (report only) /full-audit — NOT autopilot

Why this page is reference-only

  • - Current locale does not satisfy the locale-governance contract.
  • - The underlying skill quality score is below the review floor.

Source Boundary

The section below is imported from the upstream repository and should be treated as secondary evidence. Use the Killer-Skills review above as the primary layer for fit, risk, and installation decisions.

After The Review

Decide The Next Action Before You Keep Reading Repository Material

Killer-Skills should not stop at opening repository instructions. It should help you decide whether to install this skill, when to cross-check against trusted collections, and when to move into workflow rollout.

Labs Demo

Browser Sandbox Environment

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Boot Container Sandbox

FAQ & Installation Steps

These questions and steps mirror the structured data on this page for better search understanding.

? Frequently Asked Questions

What is autopilot?

Подходящий сценарий: Ideal for AI agents that need autopilot execution. Локализованное описание: # Autopilot execution Autopilot runs a directive from audit → implementation → verify → ship → confirm-live without stopping. This AI agent skill supports Claude Code, Cursor, and Windsurf workflows.

How do I install autopilot?

Run the command: npx killer-skills add argmin-com/landing-page/autopilot. It works with Cursor, Windsurf, VS Code, Claude Code, and 19+ other IDEs.

What are the use cases for autopilot?

Key use cases include: Сценарий использования: Applying Autopilot execution, Сценарий использования: Applying Broad directives (engage autopilot):, Сценарий использования: Applying "improve the subpages".

Which IDEs are compatible with autopilot?

This skill is compatible with Cursor, Windsurf, VS Code, Trae, Claude Code, OpenClaw, Aider, Codex, OpenCode, Goose, Cline, Roo Code, Kiro, Augment Code, Continue, GitHub Copilot, Sourcegraph Cody, and Amazon Q Developer. Use the Killer-Skills CLI for universal one-command installation.

Are there any limitations for autopilot?

Ограничение: "do whatever you need to do". Ограничение: Narrow directives (do NOT engage autopilot):. Ограничение: "what's wrong with X" (report only) /full-audit — NOT autopilot.

How To Install

  1. 1. Open your terminal

    Open the terminal or command line in your project directory.

  2. 2. Run the install command

    Run: npx killer-skills add argmin-com/landing-page/autopilot. The CLI will automatically detect your IDE or AI agent and configure the skill.

  3. 3. Start using the skill

    The skill is now active. Your AI agent can use autopilot immediately in the current project.

! Reference-Only Mode

This page remains useful for installation and reference, but Killer-Skills no longer treats it as a primary indexable landing page. Read the review above before relying on the upstream repository instructions.

Upstream Repository Material

The section below is imported from the upstream repository and should be treated as secondary evidence. Use the Killer-Skills review above as the primary layer for fit, risk, and installation decisions.

Upstream Source

autopilot

# Autopilot execution Autopilot runs a directive from audit → implementation → verify → ship → confirm-live without stopping. This AI agent skill supports

SKILL.md
Readonly
Upstream Repository Material
The section below is imported from the upstream repository and should be treated as secondary evidence. Use the Killer-Skills review above as the primary layer for fit, risk, and installation decisions.
Supporting Evidence

Autopilot execution

Autopilot runs a directive from audit → implementation → verify → ship → confirm-live without stopping. This skill is the execution pattern; the slash command wrapper is .claude/commands/autopilot.md.

When to engage

Broad directives (engage autopilot):

  • "improve the subpages"
  • "audit and fix everything"
  • "ship the best UX you can"
  • "fix whatever's broken"
  • "proceed with all of it"
  • "do whatever you need to do"
  • Any follow-up "proceed" after an audit

Narrow directives (do NOT engage autopilot):

  • "change this one button"
  • "what do you think about X?"
  • "explain how Y works"
  • "plan out the approach" (that's /plan)

The five phases

Phase 1: Classify

Read the directive and categorize it. Common patterns:

Directive patternWorkflow
"improve UI/UX", "subpages look bad", "polish the site"F (full-spectrum) + G (UI/UX deep)
"fix accessibility"A11y-focused subset of F
"improve SEO"SEO-focused subset of F
"audit and fix CI"D (CI)
"ship the content changes"A (content)
"what's wrong with X" (report only)/full-audit — NOT autopilot

If ambiguous, default to Workflow F.

Phase 2: Parallel audit

Launch every relevant specialist agent in a single message, multiple Agent calls (concurrent execution):

Agent(subagent_type="seo-auditor", prompt="...")
Agent(subagent_type="a11y-reviewer", prompt="...")
Agent(subagent_type="design-token-auditor", prompt="...")
Agent(subagent_type="visual-polish-reviewer", prompt="...")
Agent(subagent_type="release-engineer", prompt="...")

For content directives, also include content-guardian and copywriter. For harness directives, also harness-optimizer.

Wait for all to return, then consolidate into a single P0/P1/P2 list.

Phase 3: Implement

Do not present the list for approval. Move directly to implementation.

Parallelize Edit operations across independent files. When 10+ changes span multiple files, delegate a chunk to an implementation subagent (general-purpose with specific file scope and rules).

Implementation rules:

  • Make the smallest change that achieves the goal
  • Preserve ALL existing content (cardinal rule)
  • Never touch src/pages/index.astro
  • Use section-title*, section-kicker, .button-primary/secondary, argmin-* tokens — never raw Tailwind palette
  • Match patterns from other subpages when adding something new

Phase 4: Verify

Run the full chain:

bash
1npm run check 2npm run build 3npm run audit:site 4PUBLIC_FORMSPREE_URL=https://formspree.io/f/test000 npm run validate:contact-configured

If ANY step fails:

  1. Read the error message carefully
  2. If root cause is obvious (typo, missing import, broken selector), fix directly
  3. If unclear, run the underlying script with verbose output to understand
  4. Re-run the full chain
  5. Max 3 iterations. If still failing after iteration 3, surface to user with diagnosis.

Phase 5: Ship and confirm live

  1. git add specific files (never git add .)
  2. Commit with structured message: summary line + sections per category (a11y, SEO, design, CI, content, docs)
  3. git push -u origin main (or feature branch if branch protection)
  4. Poll deployment via gh run list --branch main --limit 1 until it shows "completed success" (max 5 min)
  5. curl -I https://argmin.co/<changed-page> to confirm live response contains the change (header or body)
  6. Report: what shipped, live URL, deferred items (if any)

Stop conditions (CRITICAL only)

Pause only when:

  • Change would alter a claim's meaning (factual assertion, metric, name)
  • Change would delete content, even a paragraph
  • Change would restructure navigation or URL routes
  • Change touches CSP beyond tightening, auth, secrets, IAM
  • Change requires force-push or main branch reset
  • Target file is src/pages/index.astro

All other changes: proceed. Example safe-to-proceed changes:

  • Contrast fixes (color swap via token)
  • Radius normalization
  • Shadow token migration
  • Focus ring restoration
  • Meta tag rewrites
  • Canonical URL fixes
  • JSON-LD additions
  • Heading level corrections
  • Typography class substitution (section-title for raw text-*)
  • CI threshold adjustments
  • Validator additions
  • Component radius/spacing/border tweaks
  • Documentation updates
  • Hover/active/focus state additions
  • Mobile responsive fixes

Anti-patterns to avoid

  • ❌ "Here's the plan, should I proceed?" → proceed.
  • ❌ "Found 15 issues, want me to fix them?" → fix them.
  • ❌ "Deploy looks done, should I verify?" → verify.
  • ❌ "Which option do you prefer?" → if it's mechanical, pick the one that best matches the existing design system.
  • ❌ Running one validator and stopping → run the FULL chain.
  • ❌ Stopping at "pushed to main" → continue to deploy verification.

Success criteria

An autopilot run is complete when:

  1. All validators pass
  2. Commit is on main (or merged PR if branch protection)
  3. Cloudflare Workers Builds reports success
  4. The live URL reflects the change
  5. A consolidated summary is delivered to the user

Example invocations

/autopilot improve subpage UI/UX
/autopilot fix all WCAG failures
/autopilot polish the platform page
/autopilot deep audit and ship all P0/P1 fixes

Each should run audit → fix → verify → ship → confirm-live without further prompts.

Связанные навыки

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