Agents

Use when Git worktrees must be created, consumed, removed, leased, or routed through a worktree manager.

Search, compare, verify, and score AI subscriptions, licenses, and digital accounts across deal marketplaces.

Use when Clan 26.05 inventory, services, vars, deployment, migrations, or NixOS workflow docs are involved.

Use when creating, auditing, refactoring, validating, benchmarking, packaging, or tuning a skill and its triggers.

Use when designing, building, reviewing, or improving web or mobile UI, UX, layout, accessibility, or components.

Use when updating a nixpkgs package or contributing a package bump with nix-update or nixpkgs-review.

Use when the user asks for official LiveBench releases, categories, tasks, model scores, or published costs.

Use when Apple Shortcuts, Shortcuts.app, .shortcut files, signing, automation, or debugging are involved.

Use when finding or verifying PC game prices, editions, bundles, regional access, fees, or checkout totals.

Use when asked to deslop, review, or clean AI-generated code in a bounded diff without changing behavior.

Use when Pillow is needed for web-image resize, crop, trim, conversion, optimization, thumbnails, or OG cards.

Use when reading public Polymarket markets, events, CLOB prices, books, or aggregates without account access.

Use when the user asks whether a codebase is ready for autonomous AI development or wants a maturity-gap report.

Use when the user asks for a self-contained HTML visual explanation, diagram, plan review, diff review, or recap.

Use before design, refactoring, debugging, delegation, or verification where smallest-change discipline matters.

Use for documentation, RFCs, READMEs, PR text, commit messages, or other developer-facing technical prose.

Use when forecasting a World Cup match from current scores, odds, form, xG, players, or source disagreement.

Use when completing a Java OOP or FOP assignment from a PDF specification with minimal compliant code.

Use when prompts or documents must be compressed aggressively while preserving meaning for an LLM.

Diagnose and repair broken macOS Wi-Fi, DNS failures, and no-internet connections with staged, consent-gated fixes.

Use when React or Next.js performance, data fetching, bundles, rendering, or Server Actions security are involved.

Use when finding and answering unanswered GitHub Discussions for open-source contribution.

Use when comparing current AI models or providers by benchmarks, speed, latency, quality, or price.

Use when building or reviewing truthful, accessible data visualizations, charts, dashboards, or React visualizations.

Use when ImageMagick is requested for image resizing, conversion, batch edits, thumbnails, or metadata inspection.