utilities

Developer utilities and tools — CLI generation, skill scaffolding, agent delegation, system upgrades, evals, documents, parsing, audio editing, Fabric patterns, Cloudflare infrastructure, browser automation, meta-prompting, and aphorisms. USE WHEN create CLI, build CLI, command-line tool, wrap API, add command, upgrade tier, TypeScript CLI, create skill, new skill, scaffold skill, validate skill, update skill, fix skill structure, canonicalize skill, parallel execution, agent teams, delegate, workstreams, swarm, upgrade, improve system, system upgrade, check Anthropic, algorithm upgrade, mine reflections, find sources, research upgrade, PAI upgrade, eval, evaluate, test agent, benchmark, verify behavior, regression test, capability test, run eval, compare models, compare prompts, create judge, view results, document, process file, create document, convert format, extract text, PDF, DOCX, XLSX, PPTX, Word, Excel, spreadsheet, PowerPoint, presentation, slides, consulting report, large PDF, merge PDF, fill form,

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仓库: danielmiessler/Personal_AI_Infrastructure
最近来源活动: 2026年2月28日 13:24
检测到的 SKILL.md 语言: 英语
星标: 15,967
分支: 2,205

安装方式

默认使用会先检查来源的 Prompt；你也可以切换为直接命令，或下载本地副本。

用 Codex 或 Claude 帮你安装复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。

直接命令不会经过审查 Prompt；运行前请先检查来源。

npx skills add https://github.com/danielmiessler/Personal_AI_Infrastructure --skill utilities

命令会保持在同一行。复制前请横向滚动并检查完整内容。

想先保存到本地？可下载 SkillsMP 当前能够提供的文件。

检查来源文件

决定是否安装前，请先阅读 SKILL.md，以及 SkillsMP 当前展示的配套文件。

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100 个文件

SKILL.md

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apertureoscillation

3-pass scope oscillation that holds a question constant while shifting the scope envelope — narrow/tactical, wide/strategic, then synthesis — to surface design tensions invisible at any single zoom level. Requires two distinct inputs: the tactical target (what you're building) and strategic context (the larger system it serves). Pass 1 captures the component's own internal logic. Pass 2 reveals what the system needs it to be. Pass 3 finds where those views diverge — that delta is the output. Produces: design tensions, scope recommendations, and coherence assessments. Single workflow: Workflows/Oscillate.md. BPE-fragile — quarterly test recommended to verify smarter models don't naturally oscillate scope without prompting. Best integration point: Algorithm OBSERVE phase (before ISC) or THINK phase (before approach commitment). NOT a lens rotation (that's IterativeDepth) and NOT idea generation (that's BeCreative). NOT FOR deep incident causal chains (use RootCauseAnalysis) or assumption decomposition (use Firs

2026-05-01

aphorisms

Manages a curated aphorism collection with full CRUD — content-based matching, themed search, thinker research, and database maintenance. Organizes quotes by author, theme, context, and newsletter usage history to prevent repetition. Four workflows: FindAphorism (analyze newsletter content, match themes, return 3-5 ranked recommendations with rationale), AddAphorism (parse quote + author, extract themes, validate uniqueness, update theme index), ResearchThinker (deep research on philosopher, add sourced quotes to database), SearchAphorisms (search by theme, keyword, or author). Database at ~/.claude/skills/aphorisms/Database/aphorisms.md — stores full quote text, author attribution, theme tags, context/background, source reference, and usage history per entry. Theme index supports 12+ categories: Work Ethic, Resilience, Learning, Stoicism, Risk, Wisdom, Truth-seeking, Excellence, Curiosity, Freedom, Rationality, Clarity. Supported thinkers: Hitchens, Feynman, Deutsch, Sam Harris, Spinoza, plus any requested a

2026-05-01

apify

Scrape social media platforms, business data, and e-commerce via Apify actors — Instagram profiles/posts/hashtags/comments, LinkedIn profiles/jobs/posts, TikTok profiles/hashtags/videos/comments, YouTube channels/search/comments, Facebook posts/groups/comments, Google Maps business search with contact/review/image extraction, Amazon products/reviews/pricing, and general-purpose multi-page web crawling with custom pageFunction extraction logic. File-based TypeScript wrappers (scrapeInstagramProfile, searchGoogleMaps, scrapeAmazonProduct, scrapeWebsite, etc.) filter and transform data in code before returning to model context, achieving 95-99% token savings over direct MCP protocol. Parallel multi-platform queries via Promise.all for social listening dashboards. Lead enrichment pipeline: Google Maps → qualified filter → optional LinkedIn enrichment. Competitive analysis across Instagram, YouTube, and TikTok simultaneously. USE WHEN scrape Instagram, scrape LinkedIn, scrape TikTok, scrape YouTube, scrape Faceboo

2026-05-01

查看这个仓库的全部 Skills

Utilities

Unified skill for developer utility and tooling workflows.

Workflow Routing

Request Pattern

Route To

Create CLI, build CLI, command-line tool, wrap API, TypeScript CLI, add command, upgrade tier

CreateCLI/SKILL.md

Create skill, new skill, scaffold skill, skill template, canonicalize, validate skill, update skill, fix skill structure

CreateSkill/SKILL.md

Parallel execution, agent teams, delegate, 3+ workstreams, agent specialization, swarm

Delegation/SKILL.md

Upgrade, improve system, check Anthropic, system upgrade, analyze for improvements, new Claude features, algorithm upgrade, mine reflections, find sources, research upgrade, PAI upgrade

PAIUpgrade/SKILL.md

Eval, evaluate, test agent, benchmark, verify behavior, regression test, capability test, run eval, compare models, compare prompts, create judge, view results

Evals/SKILL.md

Document, process file, create document, convert format, extract text, PDF, DOCX, XLSX, PPTX, Word, Excel, spreadsheet, PowerPoint, slides, consulting report, large PDF, merge PDF, fill form, tracked changes, redlining

Documents/SKILL.md

Parse, extract, URL, transcript, entities, JSON, batch, YouTube, PDF content, article, newsletter, Twitter, browser extension, collision detection, detect content type, extract article, extract YouTube, parse content

Parser/SKILL.md

Clean audio, edit audio, remove filler words, clean podcast, remove ums, cut dead air, polish audio, transcribe, analyze audio, audio pipeline

AudioEditor/SKILL.md

Fabric, fabric pattern, run fabric, update patterns, sync fabric, summarize, threat model pattern

Fabric/SKILL.md

Cloudflare, worker, deploy, Pages, MCP server, wrangler, DNS, KV, R2, D1, Vectorize

Cloudflare/SKILL.md

Browser, screenshot, debug web, verify UI, troubleshoot frontend, automate browser, browse website, review stories, run stories, web automation

Browser/SKILL.md

Meta-prompting, template generation, prompt optimization, programmatic prompt composition, render template, validate template, prompt engineering

Prompting/SKILL.md

Aphorism, quote, saying, find quote, research thinker, newsletter quotes, add aphorism, search aphorisms

Aphorisms/SKILL.md

Utilities

Unified skill for developer utility and tooling workflows.

Workflow Routing

Request Pattern

Route To

Create CLI, build CLI, command-line tool, wrap API, TypeScript CLI, add command, upgrade tier

CreateCLI/SKILL.md

Create skill, new skill, scaffold skill, skill template, canonicalize, validate skill, update skill, fix skill structure

CreateSkill/SKILL.md

Parallel execution, agent teams, delegate, 3+ workstreams, agent specialization, swarm

Delegation/SKILL.md

Upgrade, improve system, check Anthropic, system upgrade, analyze for improvements, new Claude features, algorithm upgrade, mine reflections, find sources, research upgrade, PAI upgrade

PAIUpgrade/SKILL.md

Eval, evaluate, test agent, benchmark, verify behavior, regression test, capability test, run eval, compare models, compare prompts, create judge, view results

Evals/SKILL.md

Documents/SKILL.md

Parser/SKILL.md

Clean audio, edit audio, remove filler words, clean podcast, remove ums, cut dead air, polish audio, transcribe, analyze audio, audio pipeline

AudioEditor/SKILL.md

Fabric, fabric pattern, run fabric, update patterns, sync fabric, summarize, threat model pattern

Fabric/SKILL.md

Cloudflare, worker, deploy, Pages, MCP server, wrangler, DNS, KV, R2, D1, Vectorize

Cloudflare/SKILL.md

Browser, screenshot, debug web, verify UI, troubleshoot frontend, automate browser, browse website, review stories, run stories, web automation

Browser/SKILL.md

Meta-prompting, template generation, prompt optimization, programmatic prompt composition, render template, validate template, prompt engineering

Prompting/SKILL.md

Aphorism, quote, saying, find quote, research thinker, newsletter quotes, add aphorism, search aphorisms

Aphorisms/SKILL.md

utilities

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同仓库更多 Skills

同仓库更多 Skills

Utilities

Workflow Routing

Utilities

Workflow Routing