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Collect, filter, and freshness-qualify news items.

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Code review: systematic single-file, parallel multi-reviewer, full-repo audit, PR diff review.

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Verify cross-component wiring and data flow.

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Language-specific patterns and tooling: Go, Kotlin, PHP, Swift, TypeScript.

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Mandatory rules for agents in git worktree isolation.

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Constructive critique via 5 HackerNews personas with claim validation.

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Security: review git changes for vulnerabilities, threat-model a system's attack surface, audit supply-chain risks.

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Extract video transcripts: yt-dlp subtitles to clean paragraphs.

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Research: structured investigation, fact-checking, explanation traces.

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Convert PDF, Office, HTML, data, media, ZIP to Markdown.

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Statistical rule discovery from Go codebase patterns.

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Improve architecture across modules by deepening interfaces.

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Toolkit management: create and evaluate skills and agents, manage routing tables, generate Claude.md.

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Broad Jev interrogation: generate up to 50 context-specific questions about a plan, spec, design, code artifact, or any topic — using all primitive shapes and structured forms to surface hidden problems before they ship.

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Deterministic palette/matrix pixel art (not AI). Use for procedural tile art, color-quantized output, matrix sprites.

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Classify user requests and route to the correct agent + skill. Primary entry point for all delegated work.

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Request router: picks the agent, skill, and pipeline with /do's rules, then uses Jev to validate the requested outcome and attach extra skills.

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Standalone WebGL fragment shaders for card visual effects: holographic foil, shimmer, rarity glow.

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Generate blog topic ideas: problem mining, gap analysis, expansion.

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Write, compose, integrate, and improve programs that call Jev, TypeSafe's System One judgment model.

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Anti-rationalization enforcement for maximum-rigor task execution.

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Testing: TDD, E2E, preferred patterns, test-value audits, verification, agent testing.

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Generate headless Claude Code cron jobs with safety.

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Browser-based HTML presentation generation.

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