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

关于此技能

适用场景: Ideal for AI agents that need autopilot execution. 本地化技能摘要: # 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.

功能特性

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

# 核心主题

argmin-com argmin-com
[0]
[0]
更新于: 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 teams, 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

适用场景: Ideal for AI agents that need autopilot execution. 本地化技能摘要: # 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.

核心价值

推荐说明: 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 Code

适用 Agent 类型

适用场景: Ideal for AI agents that need autopilot execution.

赋予的主要能力 · autopilot

适用任务: Applying Autopilot execution
适用任务: Applying Broad directives (engage autopilot):
适用任务: Applying "improve the subpages"

! 使用限制与门槛

  • 限制说明: "do whatever you need to do"
  • 限制说明: Narrow directives (do NOT engage autopilot):
  • 限制说明: "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.

评审后的下一步

先决定动作,再继续看上游仓库材料

Killer-Skills 的主价值不应该停在“帮你打开仓库说明”,而是先帮你判断这项技能是否值得安装、是否应该回到可信集合复核,以及是否已经进入工作流落地阶段。

实验室 Demo

Browser Sandbox Environment

⚡️ Ready to unleash?

Experience this Agent in a zero-setup browser environment powered by WebContainers. No installation required.

Boot Container Sandbox

常见问题与安装步骤

以下问题与步骤与页面结构化数据保持一致,便于搜索引擎理解页面内容。

? FAQ

autopilot 是什么?

适用场景: Ideal for AI agents that need autopilot execution. 本地化技能摘要: # 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.

如何安装 autopilot?

运行命令:npx killer-skills add argmin-com/landing-page/autopilot。支持 Cursor、Windsurf、VS Code、Claude Code 等 19+ IDE/Agent。

autopilot 适用于哪些场景?

典型场景包括:适用任务: Applying Autopilot execution、适用任务: Applying Broad directives (engage autopilot):、适用任务: Applying "improve the subpages"。

autopilot 支持哪些 IDE 或 Agent?

该技能兼容 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。可使用 Killer-Skills CLI 一条命令通用安装。

autopilot 有哪些限制?

限制说明: "do whatever you need to do";限制说明: Narrow directives (do NOT engage autopilot):;限制说明: "what's wrong with X" (report only) /full-audit — NOT autopilot。

安装步骤

  1. 1. 打开终端

    在你的项目目录中打开终端或命令行。

  2. 2. 执行安装命令

    运行:npx killer-skills add argmin-com/landing-page/autopilot。CLI 会自动识别 IDE 或 AI Agent 并完成配置。

  3. 3. 开始使用技能

    autopilot 已启用,可立即在当前项目中调用。

! 参考页模式

此页面仍可作为安装与查阅参考,但 Killer-Skills 不再把它视为主要可索引落地页。请优先阅读上方评审结论,再决定是否继续查看上游仓库说明。

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.

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