Personal AI Infrastructure

Compose custom agents from base traits, voices, and specializations for specialized perspectives. Create agent teams for parallel work. USE WHEN create custom agents, spin up agents, specialized agents, agent personalities, available traits, compose agent, agent profile, spawn parallel agents, launch agents, agent teams, swarm.

Compose CUSTOM agents from Base Traits + Voice + Specialization, and manage predefined functional TEAMS. Traits combine expertise (security, technical, research), personality (skeptical, analytical, enthusiastic), and approach (thorough, rapid, systematic). ComposeAgent.ts merges base + user config, outputs unique prompt + ElevenLabs voice + prosody. Predefined teams: engineering, architecture, marketing, design, security, research, content, strategy. Observer team variant: read-only oversight that votes continue/halt/escalate. USE WHEN create custom agents, spin up agents, agent personalities, compose agent, spawn parallel agents, engineering team, security team, get the team on this, observer team. NOT FOR ad-hoc swarms or TeamCreate coordination (use Delegation).

Annual security report aggregation and analysis. USE WHEN annual reports, security reports, threat reports, industry reports, update reports, analyze reports, vendor reports, threat landscape.

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. 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, coherence assessments. Single workflow: Oscillate. Best integration point: Algorithm OBSERVE (before ISC) or THINK phase. USE WHEN aperture oscillation, oscillate scope, zoom in and out, tactical vs strategic, scope framing, design tension, system coherence check, local vs global design, wrong scope, scope negotiation. NOT FOR lens rotation across angles (use IterativeDepth).

Curated aphorism collection with CRUD — content-based matching, themed search, thinker research, DB maintenance. Quotes organized by author/theme/context/usage to prevent repetition. Four workflows: FindAphorism, AddAphorism, ResearchThinker, SearchAphorisms. Themes: Stoicism, Wisdom, Truth-seeking, Excellence, Resilience, Curiosity. USE WHEN aphorism, quote, find a quote, research thinker, add aphorism, quote for newsletter, what did X say about, quote bank. NOT FOR creative writing or social posts.

Scrape social platforms, business data, and e-commerce via Apify actors — Instagram, LinkedIn, TikTok, YouTube, Facebook, Google Maps business search with contact/review extraction, Amazon products/reviews/pricing, and multi-page web crawling with custom pageFunction extraction. File-based TypeScript wrappers filter data in code before it reaches model context (95-99% token savings vs MCP); parallel multi-platform queries; Google Maps -> LinkedIn lead enrichment. USE WHEN scrape Instagram, scrape LinkedIn, scrape TikTok, scrape YouTube, scrape Facebook, Google Maps leads, Amazon reviews, business intelligence, multi-platform social listening, competitive analysis, lead generation, social monitoring, Apify actors, web crawl, extract contacts. NOT FOR X/Twitter operations (use _X), 4-tier progressive scraping with proxy escalation (use BrightData), parallel headless automation with auth profiles (use Browser), or real-Chrome bot bypass and computer use (use Interceptor).

Static visual content across 20+ formats via Flux, Nano Banana Pro (Gemini 3 Pro), and GPT-Image-2. Workflows: Essay, D3Dashboards, Visualize, Mermaid, TechnicalDiagrams, Taxonomies, Timelines, Frameworks, Comparisons, AnnotatedScreenshots, RecipeCards, Aphorisms, Maps, Stats, Comics, StyleMatchedThumbnail, YouTubeThumbnailChecklist, AdHocYouTubeThumbnail, CreateLifeosPackIcon, LogoWallpaper, EmbossedLogoWallpaper, RemoveBackground. Output staged to ~/Downloads/ before project copy; --remove-bg returns transparent PNG; user customization dir overrides defaults (model/size flag details in body). USE WHEN art, illustration, diagram, flowchart, infographic, header image, blog social thumbnail, visualize, generate image, mermaid, architecture diagram, comic, icon, blog art, framework diagram, D3 chart, remove background, wallpaper. NOT FOR locked house-style YouTube/channel/video thumbnails (use _THUMBNAIL — it orchestrates Art's Generate/PickExpression/ThumbnailText tools), video or animation (use Remotion), or web UI design and integrated frontend layout (use Webdesign).

Search and retrieve arXiv academic papers by topic, category, or paper ID — with AlphaXiv-enriched AI-generated overviews. Uses arXiv Atom API across cs.AI/cs.LG/cs.CL/cs.CR/cs.MA/cs.SE/cs.IR. Three workflows: Latest, Search, Paper. USE WHEN arxiv, papers, latest papers, research papers, recent ML papers, paper lookup, summarize paper, latest LLM papers, AI safety papers, cs.AI latest. NOT FOR general research (Research), URL parsing (_PARSER), or annual reports (_ANNUALREPORTS).

AI audio editing pipeline: Whisper word-level transcription → Claude segment classification (KEEP/CUT_FILLER/CUT_FALSE_START/CUT_STUTTER/CUT_DEAD_AIR) → ffmpeg with 40ms qsin crossfades and room-tone fill → optional Cleanvoice cloud polish. Distinguishes rhetorical from accidental pauses; breaths attenuated 50%. Modes: --preview, --aggressive, --polish. Workflow: Clean. USE WHEN clean audio, edit audio, remove filler words, clean podcast, remove ums, cut dead air, polish audio, trim recording, cut stutters. NOT FOR video composition (use Remotion).

Divergent ideation and corpus expansion via Verbalized Sampling + extended thinking. Single-shot generates 5 internally diverse candidates (p<0.10 each), surfaces strongest. Multi-turn expands seed corpus (5-20 examples) into N-example diverse dataset for evals/training/test sets. Seven workflows: StandardCreativity, MaximumCreativity, IdeaGeneration, TreeOfThoughts, DomainSpecific, TechnicalCreativityGemini3, SyntheticDataExpansion (VS-Multi). USE WHEN be creative, brainstorm, divergent ideas, creative solutions, maximum creativity, tree of thoughts, radically different, name this, creative angle, expand this corpus, synthetic data, generate diverse examples, create test set. NOT FOR multi-cycle evolutionary ideation with Lamarckian meta-learning (use Ideate).

Three-layer bias analysis on any source — URL, file path, or raw text. Auto-fetches the content plus any underlying study cited, then audits (1) data-level biases (funding, sampling, question design, self-report, causal inflation, publication), (2) source-organization conflicts of interest, (3) journalism-added distortions (headline-vs-source swap, frame escalation, echo-chain). Output separates what the data actually supports from what's editorialized. USE WHEN bias analysis, analyze bias, bias check, check this study, who funded this, is this source biased, fact-check article, methodological flaws, source credibility, what's wrong with this claim. NOT FOR psychological author analysis (use _CRITICAL_ANALYSIS), research synthesis (use Research), entity due diligence (use _OSINT).

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 (Claude already does this? Contradiction? Redundant? One-off fix? Vague?) then classifies as CUT/RESOLVE/MERGE/EVALUATE/SHARPEN/MOVE/KEEP. Workflows: Audit (full system, token savings), QuickCheck (single file). Principle: less scaffolding = better output. USE WHEN BPE, bitter pill, audit setup, over-prompting, trim instructions, dead weight, simplify setup, clean up CLAUDE.md. NOT FOR attacking logical flaws in ideas (use RedTeam).

4-tier progressive scraping with automatic escalation: Tier 1 WebFetch, Tier 2 curl with Chrome headers, Tier 3 agent-browser (headless JS rendering), Tier 4 Bright Data MCP proxy (CAPTCHA, advanced bot detection, residential proxies). Two workflows: FourTierScrape for single URLs, Crawl for multi-page site mapping (light crawl up to 50 pages, Crawl API for full sites). Starts at Tier 1, escalates only when blocked — Tier 4 has usage costs. Output is markdown. Playwright is banned across LifeOS. USE WHEN Bright Data, scrape URL, web scraping, bot detection, crawl site, CAPTCHA, can't access, site blocking, extract page content, scrape whole site, spider domain, convert URL to markdown, getting blocked. NOT FOR simple public content (use WebFetch directly), social platform scraping with named actors (use Apify), parallel headless automation with persistent auth profiles (use Browser), or real-Chrome bot bypass with logged-in sessions and zero CDP fingerprint (use Interceptor).

Headless browser automation via agent-browser — Rust CLI daemon with persistent auth profiles for fast, scriptable, parallel browser work. Batch commands, network interception, device emulation, per-site profile auth (one-time headed login, headless forever after), parallel isolated sessions via --session. Workflows: ReviewStories (fan out YAML user stories to parallel reviewer agents), Automate (parameterized recipe templates), Update. Delegates background parallel scraping to general-purpose agents; falls back to Interceptor if a site has bot detection. USE WHEN headless browser, batch scrape, fast screenshot, dev server test, parallel browser, background automation, extract data, review stories, automate recipe, batch screenshots, scrape multiple pages in parallel. NOT FOR deploy verification or UI confirmation with real Chrome (use Interceptor), simple single-URL fetching (use WebFetch), CAPTCHA or bot-detection bypass (use BrightData or Interceptor), or social platform actor-based scraping (use Apify).

Deploy Cloudflare Workers/Pages. USE WHEN Cloudflare, worker, deploy, Pages, MCP server. SkillSearch('cloudflare') for docs.

Content extraction and analysis for video, podcast, article, and YouTube content. Extracts structured insights, key takeaways, and wisdom. USE WHEN extract wisdom, content analysis, analyze content, insight report, analyze video, analyze podcast, extract insights, key takeaways, what did I miss, extract from YouTube.

Content extraction and analysis — wisdom extraction from videos, podcasts, articles, and YouTube. USE WHEN extract wisdom, content analysis, analyze content, insight report, analyze video, analyze podcast, extract insights, key takeaways, what did I miss, extract from YouTube.

Find prior LifeOS work — sessions, ISAs, conversations — by topic, partial words, or date phrases like 'yesterday' / 'last week' / 'YYYY-MM-DD'. Deterministic Bun CLI searches five sources in parallel (work.json registry, session-names.json titles, MEMORY/WORK/ dir names, ISA bodies, conversation jsonl via ripgrep), parses date phrases into bounded since/until filters, scores by token-overlap × recency, dedupes by slug, returns ranked results with snippets. Standalone mode presents results then asks; paired mode executes the request informed by found context. USE WHEN context search, prior work, browse sessions, recall, remember, previous sessions, context recovery, what did we do, find session, search history, what was that project, pick up where we left off, resume, look up old work, cold start, yesterday's work, last week, find that session, the one about. NOT FOR searching published content like blog posts/newsletters/tweets (use _CONTENTSEARCH) or the typed-graph Knowledge Archive (use Knowledge).

Personal AI Infrastructure core. AUTO-LOADS at session start. The authoritative reference for how the PAI system works, how to use it, and all system-level configuration. USE WHEN any session begins, user asks about the system, identity, configuration, workflows, security, or any other question about how the PAI system operates.

Multi-agent collaborative debate producing visible round-by-round transcripts with real intellectual friction. Members custom-composed via ComposeAgent with domain expertise tailored to the topic — never generic. Workflows: DEBATE (3 rounds, full transcript + synthesis, parallel within rounds, 40-90s), QUICK (1 round, fast perspective check). 4-6 well-composed agents outperform 12 generic ones. Collaborative-adversarial — debate to find the best path. USE WHEN council, debate, multiple perspectives, weigh options, deliberate, get different views, what would experts say, pros and cons. NOT FOR pure adversarial attack (use RedTeam).

Generate production-ready TypeScript CLIs via 3-tier template system: Tier 1 llcli-style manual arg parsing (zero deps, Bun + TS, 80% of cases), Tier 2 Commander.js (subcommands, nested options, 15%), Tier 3 oclif reference (enterprise, 5%). Every CLI ships full implementation, README + QUICKSTART, Bun package.json, strict tsconfig, JSON output, exit code compliance. Workflows: CreateCli, AddCommand, UpgradeTier. Gates: zero TS errors, exit codes 0/1, --help comprehensive, jq-pipeable JSON. USE WHEN create CLI, build CLI, command-line tool, wrap API, add command, upgrade tier, TypeScript CLI. NOT FOR LifeOS skill scaffolding (use CreateSkill).

MANDATORY for ALL skill work — you MUST invoke this skill BEFORE creating, modifying, adding a workflow/tool to, renaming, validating, or canonicalizing ANY skill. Handrolling skill files (writing SKILL.md or Workflows/Tools/References by hand) is FORBIDDEN per skills/CLAUDE.md — ALWAYS spawn this first and let it orchestrate; reading its workflows and doing the steps yourself is the exact anti-pattern it prevents. Owns the LifeOS skill lifecycle: scaffold (public TitleCase vs private _ALLCAPS, flat 2-level, mandatory Gotchas + Examples, BPE check), validate, canonicalize, test, improve, optimize descriptions. USE WHEN create skill, new skill, make a skill, build a skill, set up a skill, private skill, make a X skill, add a workflow, add a tool, edit/change/update/rename a skill, skill frontmatter, validate skill, check skill, canonicalize, scaffold skill, test skill, improve skill, optimize description, skill not triggering, overtriggering. NOT FOR TypeScript CLI generation (use CreateCLI).

Manage the public daemon profile — a digital representation of what you're working on. DaemonAggregator reads LifeOS sources (TELOS, KNOWLEDGE, PROJECTS, MEMORY/WORK, identity) → daemon-data.json. SecurityFilter strips names/paths/credentials via deterministic patterns (NOT LLM). Workflows: UpdateDaemon, ReadDaemon, PreviewDaemon, DeployDaemon. USE WHEN daemon, update daemon, daemon profile, deploy daemon, preview daemon, read daemon, public profile, digital presence. NOT FOR LifeOS system management (use _LIFEOS).

Parallelize work via six patterns: built-in agents (Algorithm/Explore/Plan/general-purpose via Task), worktree-isolated agents (conflict-free parallel edits), background agents (run_in_background, non-blocking), custom agents (ComposeAgent → Task), agent teams (TeamCreate + TaskCreate + SendMessage for multi-turn coordination), parallel task dispatch. Two-tier: lightweight (haiku, max_turns=3, one-shot) vs full (multi-step). Decision rule: agents need to talk or share state → Teams; independent one-shot → Subagents. Auto-invoked by Algorithm at 3+ workstreams. USE WHEN parallel execution, agent team, swarm, spawn agents, fan out, divide and conquer, multi-agent, coordinate agents. NOT FOR single-agent personality composition (use Agents).

Document processing. USE WHEN document, process file. SkillSearch('documents') for docs.

Word document processing. USE WHEN docx, Word document. SkillSearch('docx') for docs.

Comprehensive AI agent evaluation framework with three grader types (code-based: deterministic; model-based: LLM rubric; human: gold standard) and pass@k / pass^k scoring. Evaluates agent transcripts, tool-call sequences, and multi-turn conversations — not just single outputs. Capability evals (~70% target) and regression evals (~99% target). Workflows: RunEval, CompareModels, ComparePrompts, CreateJudge, CreateUseCase, RunScenario, CreateScenario, ViewResults. Integrates with ALGORITHM ISC rows for automated verification. Domain patterns pre-configured for coding, conversational, research, computer-use agents. USE WHEN eval, evaluate, benchmark, regression test, compare models, create judge, test agent, pass@k, scenario simulation. NOT FOR scientific method framing (use Science).

Content-adaptive wisdom extraction — reads content first, detects what wisdom domains are present, then builds custom sections around what it finds instead of forcing static headers. A security talk gets 'Threat Model Insights'; a business podcast gets 'Contrarian Business Takes'. Five depth levels: Instant, Fast, Basic, Full (default 5-12 sections), Comprehensive (10-15+ themes). Output always includes dynamic sections, One-Sentence Takeaway, 'If You Only Have 2 Minutes', References. Spicy/contrarian takes mandatory. YouTube via fabric -y; articles via WebFetch. Workflow: Extract. USE WHEN extract wisdom, analyze video, analyze podcast, extract insights, key takeaways, summarize interview, distill content. NOT FOR static Fabric extract_wisdom pattern (use Fabric).

Execute any of 240+ specialized prompt patterns natively across Extraction, Summarization, Analysis, Creation, Improvement, Security, Rating. Common: extract_wisdom, create_threat_model, analyze_claims, improve_writing, review_code, mermaid, youtube_summary. CLI used only for YouTube transcript (-y) and URL fallback (-u). Two workflows: ExecutePattern, UpdatePatterns. USE WHEN fabric, fabric pattern, run fabric, update patterns, threat model, analyze claims, improve writing, review code, mermaid, STRIDE, sigma rules. NOT FOR multi-agent investigation (Research) or content-adaptive extraction (ExtractWisdom).

Physics-based reasoning framework (Musk methodology) that deconstructs problems to irreducible fundamental truths rather than reasoning by analogy. Three steps: DECONSTRUCT (break to constituent parts and actual values), CHALLENGE (classify every element as hard constraint / soft constraint / unvalidated assumption — only physics is truly immutable), RECONSTRUCT (build optimal solution from fundamentals alone, ignoring inherited form). Outputs: parts breakdown, constraint table, reconstructed solution. Workflows: Deconstruct, Challenge, Reconstruct. USE WHEN first principles, fundamental truths, challenge assumptions, real constraint, rebuild from scratch, start over, physics first, question everything, reasoning by analogy. NOT FOR structural feedback loops (use SystemsThinking).

Apply hardening techniques to LifeOS's test and code surface — property-based testing via fast-check (ISCs as universally-quantified claims, random inputs shrunk to minimal counterexamples), mutation testing via Stryker, CRAP-complexity scoring, DRY duplication detection, acceptance-test mutation (perturb ISC text to catch fluff). Strengthens existing tests, never adds functionality; detail in body. USE WHEN harden, hardening, property test, property based testing, PBT, fast-check, mutation test, mutation testing, Stryker, CRAP score, CRAP analysis, DRY scan, jscpd, acceptance test mutation, strengthen tests, sharpen ISCs, find bugs example tests miss, universal quantified claim, shrink counterexample, what bugs am I missing, test the tests, test of the test. NOT FOR writing new feature tests (use bun test directly), grading agent output quality (use Evals), UI verification with real Chrome (use Interceptor), finding security vulnerabilities (use _HELIOS), or building new functionality.

Mine a single piece of content (URL, YouTube video, article, raw text, or file) for anything genuinely useful to LifeOS, judged against the whole system — TELOS, the Algorithm, skills, hooks, memory, Pulse, routing, doctrine. Fetches it, extracts candidate ideas/techniques/patterns/tools/framings, tags each with a Prior Status (NEW/PARTIAL/DONE/REJECTED), ranks by usefulness × novelty × effort, and reports where each maps and how we would use it. Report-only; adopting anything is a separate approved step. USE WHEN harvest, harvest this, harvest <URL>, harvest <YouTube>, harvest this video, harvest this article, /harvest, /ha, mine this for the system, anything useful in this for us, what can LifeOS take from this, analyze this for LifeOS-usefulness, should we adopt anything from this. NOT FOR ingesting content into the Knowledge Archive (use _HARVEST), broad multi-source upgrade or bookmark scans (use Upgrade / pu), or general research synthesis (use Research).

Evolutionary ideation engine — loop-controlled multi-cycle idea generation through 9 phases (CONSUME, DREAM at noise=0.9, DAYDREAM at 0.5, CONTEMPLATE at 0.1, STEAL cross-domain borrowing, MATE recombination, TEST fitness scoring, EVOLVE selection, META-LEARN Lamarckian strategy adjustment). Loop Controller drives adaptive continue/pivot/stop logic; strategies evolve across cycles based on what worked. Produces ranked novel solution candidates with full provenance. Six workflows: FullCycle (default), QuickCycle, Dream, Steal, Mate, Test. USE WHEN ideate, id8, novel ideas, evolve ideas, dream up solutions, innovate, breakthrough ideas, idea evolution, multi-cycle creativity, need genuinely new approaches. NOT FOR quick single-pass brainstorming (use BeCreative).

Real Chrome/Brave + macOS Computer Use from inside the browser — zero CDP fingerprint, real sessions, six verb trees (References/CommandReference.md; more triggers in routing table). Mandatory for visual deploy verification. Drive clickwork yourself, never narrate it. USE WHEN verify deploy, confirm UI, screenshot verification, computer use, macos automation, debug web, troubleshoot, visual check, console logs/errors, runtime/JS/react errors, mismatch warning, network traffic/log, HAR/pcapng export, hydration/blank-page debug, flash then blank/page broken, why is this not working/what's happening on the page, authenticated page, bot detection bypass, agent-browser failing, reproduce bug, drive native app, about to ask the operator to click/navigate/fill a form/log in/approve OAuth, OAuth consent flow, authorize an app, complete a web login, walk through a web UI, do this in your browser. NOT FOR batch headless automation (Browser), residential-proxy crawling (BrightData), or social actor scraping (Apify).

Reads seven constitutional files (TELOS, DA_IDENTITY, PRINCIPAL_IDENTITY, PROJECTS, system prompt, PRINCIPAL_TELOS, ARCHITECTURE_SUMMARY) via TelosFreshness, surfaces stalest items, drives contextual peer conversation. Routes to ContextCheckin; falls back to Phase0Setup on fresh install. ContextAudit surfaces TBD markers. USE WHEN /interview, resume interview, context check-in, telos check-in, what's stale, freshness check, fresh LifeOS install, configure DA name, review TELOS, quarterly context refresh. NOT FOR single edits (Telos), bulk intake (Migrate), identity-only (_PROFILE).

OSINT and investigation including people search, company intel, domain lookup, social media discovery, and threat intel. USE WHEN OSINT, due diligence, company intel, background check, find person, people search, domain lookup, entity lookup, threat intel, who is.

OSINT and people-finding — structured investigations, company intel, due diligence, and ethical people search across public records and social media. USE WHEN OSINT, due diligence, company intel, background check, find person, locate, people search, reconnect, public records, reverse lookup, social media search, verify identity, domain lookup, entity lookup, organization lookup, company lookup, threat intel.

Owns the Ideal State Artifact — universal primitive holding articulated ideal state of any project, task, application, library, or work session as a hard-to-vary explanation. Six workflows: Scaffold (fresh ISA at effort tier), Interview (adaptive Q&A), CheckCompleteness (score against tier gate), Reconcile (merge ephemeral feature-file excerpt back to master, keyed on stable ISC IDs), Seed (bootstrap from repo README/code/commits), Append (record Decisions/Changelog/Verification entries). Locked twelve-section order: Problem, Vision, Out of Scope, Principles, Constraints, Goal, Criteria, Test Strategy, Features, Decisions, Changelog, Verification. Auto-invoked by Algorithm at OBSERVE. USE WHEN ISA, ISC, ideal state, ideal state criteria, project specification, hill-climb, articulating done. NOT FOR creating new skills (use CreateSkill).

Structured multi-angle exploration that runs 2-8 sequential passes through the same problem, each from a different scientific lens, to surface requirements and edge cases invisible from any single angle. Grounded in 20 techniques across cognitive science (Hermeneutic Circle), AI/ML (Self-Consistency, Ensemble Methods), requirements engineering (Viewpoint-Oriented RE), design thinking (Six Hats, Causal Layered Analysis). Each pass outputs new ISC criteria; passes stop when yields repeat. Best in OBSERVE phase at Extended+ effort. Single workflow: Explore (Fast = 2 lenses). USE WHEN iterative depth, explore deeper, multi-angle analysis, surface hidden requirements, blind spot check, what am I missing. NOT FOR scope/zoom analysis (use ApertureOscillation).

Manage the LifeOS Knowledge Archive — a curated, typed graph of notes across four entity domains: People, Companies, Ideas, and Research. Operations: search, add, harvest, develop, ingest (with ripple updates to related notes), contradictions, graph, retrieve, mine. Every note ships with typed `related:` frontmatter links across 8 relationship types. USE WHEN knowledge, knowledge base, search knowledge, what do we know about, archive, harvest, knowledge status, develop note, add to knowledge, ingest, contradictions, knowledge graph, retrieve, mine conversations. NOT FOR session/ISA context recovery (use ContextSearch), published content semantic search across blog/newsletter/X/LinkedIn (use _CONTENTSEARCH), or one-shot URL/YouTube ingestion via the Arbol harvester pipeline (use _HARVEST).

Install and onboard a user into LifeOS — the Life Operating System (current state → ideal state via TELOS + the Algorithm). The agentic installer detects your OS + harness, wires hooks with permission, scaffolds your USER tree, pulls in sources you provide, and runs the TELOS / current→ideal interview that seeds your Pulse dashboard. USE WHEN install LifeOS, set up LifeOS, lifeos setup, lifeos-setup, lifeos interview, onboard me, run the interview, integrate LifeOS into my harness, update LifeOS, uninstall LifeOS, first-time setup. NOT FOR building or cutting a LifeOS release (private release tooling), editing TELOS after onboarding (use Telos / Interview), or LifeOS system maintenance (use the private maintenance skill).

Generic civic intelligence aggregator for any US city — daily local digest of construction permits, crime, new businesses, public officials, legislation, elections, arrests, and local news, keyed off principal's Hometown. Writes JSON consumed by Pulse LOCAL tab. Crime delegates to _CRIMESTATS. Workflows: DailyBrief, Construction, Crime, Business, Officials, Legislation, Elections, Arrests, News. USE WHEN local news, hometown news, council meeting, building permits, mayor, ballot measures, ordinance, recent arrests, civic intel, local digest. NOT FOR national news or arbitrary-city crime.

Iterative improvement loop — refine a target across multiple Algorithm cycles toward ideal state. USE WHEN loop, iterate, refine, multiple passes, keep improving, revisit, rework.

Visual and video content creation. AI images, technical diagrams, mermaid flowcharts, infographics, comics, and special effects. USE WHEN art, diagrams, mermaid, flowcharts, infographics, video, animation, thumbnails, visualizations, generate image, technical diagrams.

Visual and video content creation — illustrations, diagrams, mermaid flowcharts, infographics, header images, PAI pack icons, thumbnails, comics, and programmatic video via Remotion. USE WHEN art, header images, visualizations, mermaid, diagrams, flowcharts, infographics, pack icons, video, animation, motion graphics, Remotion, video rendering, YouTube thumbnails, comics, comparisons, frameworks, maps, timelines, taxonomies, stats, aphorisms, recipe cards, annotated screenshots, D3 dashboards, embossed logo wallpaper, remove background, essay illustration, technical diagrams, content to animation, generate image, Midjourney.

Intakes external content, classifies chunks against LifeOS taxonomy, commits with provenance. Sources: .md/.txt, stdin, LifeOS dirs, CLAUDE.md/Cursor/OpenAI Custom Instructions, Obsidian/Notion/Apple Notes exports. MigrateScan classifies → routing table. MigrateApprove with --approve-all/--approve-target/--review/--dry-run. Confidence ≥70% auto, 40-70% confirm, <40% walk-through. USE WHEN /migrate, migrate content, import from other LifeOS, bring in old notes, import Cursor rules, import CLAUDE.md, bulk import, Obsidian/Notion/Apple Notes import. NOT FOR single-file edits, conversational interviews, identity edits.

Autonomous optimization loop — hill-climb any target. Code with metrics, or skills/prompts/agents with LLM-as-judge. USE WHEN optimize, hill climb, improve metric, reduce latency, optimize skill, optimize prompt, eval mode.

Open source intelligence gathering. USE WHEN OSINT, due diligence, background check, research person, company intel, investigate. SkillSearch('osint') for docs.