Menu
SkillsMP has collected 234 skills from danielmiessler/Personal_AI_Infrastructure. Open a skill to review its source and details.
Showing 40 of 234 collected skills.
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…
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:…
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…
Generates static visual content across 20+ formats via Flux, Nano Banana Pro (Gemini 3 Pro), and GPT-Image-1. Covers blog header illustrations, editorial art, Mermaid flowcharts, technical architecture diagrams, D3.js dashboards, taxonomies, timelines, 2x2…
Search and retrieve arXiv academic papers by topic, category, or paper ID — with AlphaXiv-enriched AI-generated overviews. Uses arXiv Atom API (no auth) for discovery and search across cs.AI, cs.LG, cs.CL (NLP/LLMs), cs.CR (security), cs.MA (multi-agent),…
AI-powered audio and video editing pipeline: Whisper word-level transcription (insanely-fast-whisper on MPS) → Claude segment classification (KEEP / CUT_FILLER / CUT_FALSE_START / CUT_STUTTER / CUT_DEAD_AIR / CUT_EDIT_MARKER) → ffmpeg execution with 40ms qsin…
Divergent ideation and corpus expansion using Verbalized Sampling + extended thinking. Single-shot mode generates 5 internally diverse candidates (p<0.10 each) and surfaces the strongest. Multi-turn mode expands a small seed corpus (5-20 examples) into a…
Audits any AI instruction set for over-prompting using the core test: would a smarter model make this rule unnecessary? Applies Five Questions to every rule — Does Claude already do this? Contradiction? Redundant? One-off fix? Vague? — then classifies each as…
4-tier progressive scraping with automatic escalation: Tier 1 WebFetch (fast, built-in), Tier 2 curl with Chrome headers (basic bot bypass), Tier 3 agent-browser (headless JavaScript rendering via Rust CLI daemon), Tier 4 Bright Data MCP proxy (CAPTCHA,…
Headless browser automation via agent-browser — Rust CLI daemon with persistent auth profiles for fast, scriptable, parallel browser work. Supports batch commands, network interception, device emulation, per-site profile auth (one-time headed login, headless…
Multi-agent collaborative debate that produces visible round-by-round transcripts with genuine intellectual friction. All council members are custom-composed via ComposeAgent (Agents skill) with domain expertise, unique voice, and personality tailored to the…
Generate production-ready TypeScript CLIs using a 3-tier template system: Tier 1 llcli-style manual arg parsing (zero deps, Bun + TypeScript, ~300-400 lines — 80% of cases), Tier 2 Commander.js (subcommands, nested options, auto-help — 15%), Tier 3 oclif…
Complete PAI skill development lifecycle across two tracks. Structure track: scaffold new skills (TitleCase dirs, flat 2-level max, Workflows/ + Tools/ + References/ only), validate against canonical format, canonicalize existing skills. Effectiveness track…
Manage the public daemon profile — a living digital representation of what you're working on, thinking about, reading, and building. DaemonAggregator.ts reads PAI sources (TELOS missions/goals/books/wisdom, KNOWLEDGE/Ideas titles, PROJECTS.md, MEMORY/WORK…
Parallelize work via six patterns: built-in agents (Engineer/Architect/Algorithm/Explore/Plan via Task), worktree-isolated agents (conflict-free parallel file edits), background agents (run_in_background: true, non-blocking), custom agents (ComposeAgent via…
Comprehensive AI agent evaluation framework with three grader types (code-based: deterministic/fast; model-based: nuanced/LLM rubric; human: gold standard) and pass@k / pass^k scoring. Evaluates agent transcripts, tool-call sequences, and multi-turn…
Content-adaptive wisdom extraction that reads the content first, detects what wisdom domains are actually present, then builds custom sections around what it finds — instead of forcing static headers every time. A security talk gets 'Threat Model Insights'…
Execute any of 240+ specialized prompt patterns natively (no CLI required for most) across categories: Extraction (30+), Summarization (20+), Analysis (35+), Creation (50+), Improvement (10+), Security (15), Rating (8). Common patterns: extract_wisdom,…
Physics-based reasoning framework (Musk/Elon methodology) that deconstructs problems to irreducible fundamental truths rather than reasoning by analogy. Three-step structure: DECONSTRUCT (break to constituent parts and actual values), CHALLENGE (classify…
Evolutionary ideation engine — loop-controlled multi-cycle idea generation through 9 phases (CONSUME, DREAM at noise=0.9, DAYDREAM at noise=0.5, CONTEMPLATE at noise=0.1, STEAL cross-domain borrowing, MATE recombination via Fisher-Yates shuffle, TEST fitness…
Real Chrome browser automation via Interceptor extension — controls the actual browser from inside (zero CDP fingerprint, passes all major bot detection checks including BrowserScan, Pixelscan, CreepJS, Fingerprint.com). Stays logged in, uses your real…
Runs a phased conversational interview across all PAI context files using InterviewScan.ts, which orders targets by PHASE and assigns conversation mode per file. Phase 1 (foundational TELOS) always runs first regardless of completeness: MISSION, GOALS,…
Owns the Ideal State Artifact — the universal primitive that holds the articulated ideal state of any thing (project, task, application, library, infrastructure, work session) as a hard-to-vary explanation. The ISA is a single document that articulates the…
Structured multi-angle exploration that runs 2-8 sequential passes through the same problem, each from a systematically different scientific lens, to surface requirements and edge cases invisible from any single angle. Grounded in 20 established techniques…
Manage the PAI Knowledge Archive — a curated, typed graph of notes across four entity domains: People, Companies, Ideas, and Research. Operations: search (3-pass: lexical + frontmatter + wikilink), add (creates note with mandatory typed cross-links), harvest…
Iterative improvement loop — revisit and refine a target across multiple Algorithm cycles toward an ideal state. USE WHEN loop, iterate, refine, improve iteratively, multiple passes, keep improving, loop mode, revisit, rework.
Intakes existing content from external sources, classifies each chunk against the PAI destination taxonomy, and commits approved chunks with provenance. Sources: .md/.markdown/.txt, stdin, PAI TELOS/MEMORY/KNOWLEDGE dirs, CLAUDE.md/.cursorrules/OpenAI Custom…
Autonomous optimization loop — hill-climb any target. Code with metrics, or skills/prompts/agents with LLM-as-judge eval. USE WHEN optimize, autoresearch, hill climb, improve metric, reduce latency, improve performance, benchmark optimization, bundle size,…
Generate prioritized PAI upgrade recommendations via 4 parallel threads: Thread 0 (prior-work audit — reads current Algorithm, PATTERNS.yaml, hooks, settings, recent ISAs, and KNOWLEDGE to assign Prior Status tags), Thread 1 (user context — TELOS goals,…
Ethical people-finding and identity verification using 15 parallel research agents (5 types x 3 each = 45 concurrent search threads) across people search aggregators, social media, public records, and reverse lookups. Covers TruePeopleSearch,…
Meta-prompting standard library — the PAI system for generating, optimizing, and composing prompts programmatically. Owns three pillars: Standards (Anthropic Claude 4.x best practices, context engineering principles, 1,500+ paper synthesis, Fabric pattern…
Military-grade adversarial analysis that deploys 32 parallel expert agents (engineers, architects, pentesters, interns) to stress-test ideas, strategies, and plans — not systems or infrastructure. Two workflows: ParallelAnalysis (5-phase: decompose into 24…
Creates programmatic video with React via Remotion — builds compositions, sequences, and motion graphics rendered to MP4. Uses useCurrentFrame() for all animation (no CSS animations). Integrates PAI_THEME constants from Theme.ts and Art skill aesthetic…
Structured incident investigation grounded in Toyota Production System, Kaoru Ishikawa, James Reason's Swiss Cheese model, Dean Gano's Apollo method, and Google SRE blameless-postmortem culture. Five workflows: FiveWhys (linear/branching causal chain,…
Transforms product documentation into sales-ready narrative packages combining story explanation, charcoal gestural sketch art, and talking points. Pipeline: extract narrative arc → determine emotional register (wonder, determination, hope) → derive visual…
The scientific method as a universal problem-solving algorithm — goal-first, hypothesis-plural, falsifiable experiments, honest measurement. Seven core workflows: DefineGoal, GenerateHypotheses (minimum 3 required — single-hypothesis testing is confirmation…
Structural analysis of complex systems grounded in Donella Meadows, Peter Senge, Jay Forrester, Russell Ackoff, and the Santa Fe Institute tradition. Five workflows: Iceberg (walk Events → Patterns → Structures → Mental Models to find why the same thing keeps…
Design and integrate web interfaces using Anthropic's Claude Design (claude.ai/design) as the primary engine, with optional downstream handoff to the frontend-design plugin for production code. Drives Claude Design through the Interceptor skill for…
Persistent world-model harness that stress-tests ideas, strategies, and investments against 11 time horizons from 6 months to 50 years. Each horizon model is a deep (~10 page) analysis of geopolitics, technology, economics, society, environment, security, and…
Constructs fiction across seven simultaneous narrative layers (Meaning, Character Change, Plot, Mystery, World, Relationships, Prose) powered by Will Storr's Science of Storytelling, Pressfield's structure framework…