jSydorowicz21/Universal-AI-Infrustructure

Universal AI Infrastructure (UAI) — a community fork of Daniel Miessler's Personal AI Infrastructure (PAI), extending it toward feature parity across Claude Code and Codex.

2Stars on the repository
107Mods indexed here, across every type
12d agoLast push, which is what freshness is scored on
customA LICENSE file GitHub cannot name, so bodies are not copied

ExtractWisdom

25

jSydorowicz21/Universal-AI-Infrustructure

Skill Claude CodeCodex

Content-adaptive wisdom extraction that reads content first, detects which wisdom domains are present, and builds custom sections around them, with five depth levels and mandatory contrarian takes; pulls YouTube via fabric and articles via WebFetch. USE WHEN extract wisdom, analyze video, analyze podcast, extract…

not rated 2 12d ago A 87 tokens

Fabric

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jSydorowicz21/Universal-AI-Infrustructure

Skill Claude CodeCodex

Execute any of 240+ specialized prompt patterns natively across Extraction, Summarization, Analysis, Creation, Improvement, Security, Rating. Common: extractwisdom, createthreatmodel, analyzeclaims, improvewriting, reviewcode, mermaid, youtubesummary. CLI used only for YouTube transcript (-y) and URL fallback (-u).…

not rated 2 12d ago A 136 tokens

FirstPrinciples

27

jSydorowicz21/Universal-AI-Infrustructure

Skill Claude CodeCodex

Physics-based reasoning framework (Musk methodology) that deconstructs a problem to irreducible fundamental truths, classifies every element as hard constraint, soft constraint, or assumption, then reconstructs the optimal solution from fundamentals alone. USE WHEN first principles, fundamental truths, challenge…

not rated 2 12d ago A 91 tokens

HTML

28

jSydorowicz21/Universal-AI-Infrustructure

Skill Claude CodeCodex

Renders the current session's output (analysis, research, red team, report, plan) as an extremely well-designed, self-contained HTML artifact via a deterministic renderer — the model distills content into typed JSON, the tool owns all layout/typography/color. USE WHEN /HTML, HTML artifact, render this as HTML, make…

not rated 2 12d ago A 131 tokens

Hardening

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jSydorowicz21/Universal-AI-Infrustructure

Skill Claude CodeCodex

Hardens LifeOS tests via property/mutation testing. 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…

not rated 2 12d ago A 141 tokens

ISA

30

jSydorowicz21/Universal-AI-Infrustructure

Skill Claude CodeCodex

Owns the Ideal State Artifact — the primitive holding a project or task's articulated ideal state; scaffolds, interviews, grills a half-formed idea into shape via checkpointed discovery, scores completeness, reconciles feature excerpts to master, seeds from a repo, and appends decisions/changelog/verification across a…

not rated 2 12d ago A 115 tokens

Ideate

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jSydorowicz21/Universal-AI-Infrustructure

Skill Claude Code

Evolutionary ideation engine — loop-controlled multi-cycle idea generation through phases of dreaming, cross-domain stealing, recombination, fitness testing, selection, and Lamarckian meta-learning, producing ranked novel solution candidates with provenance. USE WHEN ideate, id8, novel ideas, evolve ideas, dream up…

not rated 2 12d ago A 93 tokens

Interceptor

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jSydorowicz21/Universal-AI-Infrustructure

Skill Claude CodeCodex

Real Chrome/Brave + macOS Computer Use from inside the browser — zero CDP fingerprint, real sessions; mandatory for visual deploy verification. Drive clickwork yourself. USE WHEN verify deploy, confirm UI, screenshot verification, computer use, macos automation, debug web, troubleshoot, visual check, motion/animation…

not rated 2 12d ago A 193 tokens

Interview

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jSydorowicz21/Universal-AI-Infrustructure

Skill Claude Code

Evidence-grounded context refresh: reads constitutional files, TELOS, and CURRENTSTATE/IDEALSTATE dimension files via TelosFreshness, pulls observed data (Oura sleep/HRV, Conduit app-time, work registry, git, expenses via StateEvidence), and drives a peer conversation that opens with claim-vs-evidence contradictions…

not rated 2 12d ago A 188 tokens

IterativeDepth

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jSydorowicz21/Universal-AI-Infrustructure

Skill Claude CodeCodex

Structured multi-angle exploration running 2-8 sequential passes over the same problem, each through a different scientific lens, to surface hidden requirements and edge cases invisible from one angle; each pass yields new ISC criteria. USE WHEN iterative depth, explore deeper, multi-angle analysis, surface hidden…

not rated 2 12d ago A 84 tokens

LocalIntelligence

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jSydorowicz21/Universal-AI-Infrustructure

Skill Claude CodeCodex

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 a dedicated crime-stats skill.…

not rated 2 12d ago A 126 tokens

Loop

36

jSydorowicz21/Universal-AI-Infrustructure

Skill Claude Code

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

not rated 2 12d ago A 37 tokens

Migrate

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jSydorowicz21/Universal-AI-Infrustructure

Skill Claude Code

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…

not rated 2 12d ago A 158 tokens

Novelty

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jSydorowicz21/Universal-AI-Infrustructure

Skill Claude CodeCodex

Evolutionary explanation-discovery engine for hard-to-vary causal theories of unknown phenomena. USE WHEN develop a new theory, explain a mystery, solve an explanatory gap, discover a mechanism, consciousness, origin, or scientific breakthrough. Also use for multi-cycle creative exploration. NOT FOR a single-pass…

not rated 2 12d ago A 77 tokens

Optimize

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jSydorowicz21/Universal-AI-Infrustructure

Skill Claude Code

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.

not rated 2 12d ago A 52 tokens

PrivateInvestigator

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jSydorowicz21/Universal-AI-Infrustructure

Skill Claude CodeCodex

Ethical people-finding and identity verification via parallel research agents across people-search sites, social media, public records, and reverse phone/email/image/username lookups, with confidence-scored results requiring 3+ matching identifiers. USE WHEN find person, locate person, reconnect, lost contact, old…

not rated 2 12d ago A 120 tokens

Prompting

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jSydorowicz21/Universal-AI-Infrustructure

Skill Claude CodeCodex

Meta-prompting standard library for generating, optimizing, and composing prompts programmatically via Standards, Handlebars Templates, and Tools; output is always a prompt to use elsewhere, not final content. USE WHEN meta-prompting, template generation, prompt optimization, prompt engineering, write a prompt, create…

not rated 2 12d ago A 90 tokens

RedTeam

42

jSydorowicz21/Universal-AI-Infrustructure

Skill Claude CodeCodex

Adversarial analysis deploying parallel expert agents to stress-test ideas, strategies, and plans — decomposes into atomic claims, attacks them, then steelmans and counter-argues, producing severity-ranked findings with remediation. USE WHEN red team, attack idea, counterarguments, critique, stress test, devil's…

not rated 2 12d ago A 90 tokens

Remotion

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jSydorowicz21/Universal-AI-Infrustructure

Skill Claude CodeCodex

Creates programmatic video with React via Remotion — compositions, sequences, and motion graphics animated with useCurrentFrame() and rendered to MP4. USE WHEN video, animation, motion graphics, video rendering, React video, render video, animate content, make a short, create animations, video overlay, explainer…

not rated 2 12d ago A 121 tokens

Research

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jSydorowicz21/Universal-AI-Infrustructure

Skill Claude Code

Multi-agent web research with mandatory URL verification, confidence-tagged output, and four depth modes (quick to deep investigation). USE WHEN research, do research, quick research, extensive research, deep investigation, find information, investigate, extract alpha, analyze content, retrieve content, AI trends…

not rated 2 12d ago A 173 tokens

RootCauseAnalysis

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jSydorowicz21/Universal-AI-Infrustructure

Skill Claude Code

Structured incident investigation using Five Whys, Fishbone, blameless Postmortem, Fault Tree, Kepner-Tregoe, and FMEA — traces failures to systemic root causes rather than blaming humans. USE WHEN root cause, RCA, 5 whys, fishbone, postmortem, incident analysis, fault tree, why does this keep failing, blameless…

not rated 2 12d ago A 93 tokens

Sales

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jSydorowicz21/Universal-AI-Infrustructure

Skill Claude CodeCodex

Transforms product documentation into sales-ready packages — a story explanation, charcoal gestural sketch art, and talking points — via a narrative-arc pipeline. USE WHEN sales, proposal, pitch deck, value proposition, sales narrative, sales deck, sales package, turn this into a pitch, create a sales story, sales…

not rated 2 12d ago A 110 tokens

Science

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jSydorowicz21/Universal-AI-Infrustructure

Skill Claude CodeCodex

The scientific method as a universal problem-solving algorithm — goal-first, plural falsifiable hypotheses, designed experiments, and honest measurement, scaling from TDD to feature validation to MVP launch. USE WHEN think about, figure out, experiment, iterate, optimize, hypothesis, science, full cycle, quick…

not rated 2 12d ago A 85 tokens

SecurityMarketData

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jSydorowicz21/Universal-AI-Infrustructure

Skill Claude CodeCodex

Query curated cybersecurity market and company intelligence. USE WHEN security market data OR cybersecurity funding OR cyber M&A OR security-company/investor research OR market maps OR deal activity OR Return on Security OR The Signal. NOT FOR vulnerability research, security news, or investment advice.

not rated 2 12d ago A 57 tokens

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