Create and edit Bento presentations — single-file .bento.html decks whose document is plain JSON in a "#bento-doc" script block. Use whenever the user wants a slide deck or presentation: starting from NOTHING (it downloads the latest Bento app from bento.page automatically), from source material, or by improving an…
ADMET-guided genetic molecule optimization workflow from seed SMILES; use when the agent needs to build or run an RDKit/SA-Score/ADMET-AI GA pipeline for molecule optimization, enforce molecule lineage logs, render optimization-history HTML dashboards, and write candidate triage reports.
Predict protein structure for monomers and multimers with AlphaFold2 via the ColabFold runner (Mirdita et al. 2022, github.com/sokrypton/ColabFold; AlphaFold2 Jumper et al. 2021). Reach for this skill to fold a sequence or complex with the AF2/AF2-Multimer evoformer, to validate designed sequences by self-consistency…
Score an LLM's biological-protocol reasoning on the BioProBench benchmark: protocol QA, step ordering, error detection, protocol generation, and LLM-judged error reasoning; or generate the responses.
Use when adding a new built-in chart type to drizzle-cube. Covers type definition, component, config, the unified chartRegistry entry, lazy loading, icons, and exports.
Use when adding a new analysis/query mode to drizzle-cube (e.g., cohort, path analysis). Covers backend types, query builder, executor/compiler integration, frontend adapter, store slice, hooks, UI components, tests, and icon.
Use before finishing or opening a PR for a large / multi-file change to drizzle-cube, to ensure code quality does not regress. Runs fallow audit (complexity, duplication, dead code, circular deps scoped to the diff, reporting issues the change introduces) plus a madge circular-dependency snapshot. Report-only — it…
Helps choose the right battery type and charging solution for Arduino/ESP32/RP2040 projects. Use when user asks about battery options, charging circuits, power source selection, or says "what battery should I use". Covers chemistry selection, safety, voltage regulation, and charging circuits.
Automated code review for Arduino/ESP32/RP2040 projects focusing on best practices, memory safety, and common pitfalls. Use when user wants code feedback, says "review my code", needs help improving code quality, or before finalizing a project. Generates actionable checklists and specific improvement suggestions.
Extracts key specifications from component datasheet PDFs for maker projects. Use when user shares a datasheet PDF URL, asks about component specs, needs pin assignments, I2C addresses, timing requirements, or register maps. Downloads and parses PDF to extract essentials. Complements datasheet-parser for quick lookups.
Help users add icons to their projects using the Unicon icon library. Unicon provides 19,000+ icons from Lucide, Phosphor, Hugeicons, Heroicons, Tabler, Feather, Remix, and Simple Icons. Use when adding icons to React, Vue, Svelte, or any web project; using the unicon CLI to search, get, or bundle icons; setting up…
Help users add icons to their projects using the Unicon icon library. Unicon provides 19,000+ icons from Lucide, Phosphor, Hugeicons, Heroicons, Tabler, Feather, Remix, Simple Icons (brand logos), and Iconoir. Use when adding icons to React, Vue, Svelte, or web projects; using the unicon CLI to search, get, or bundle…
Help users connect the Unicon MCP server to Claude Desktop, Cursor, and other MCP clients. Use when setting up MCP config, verifying installs, debugging MCP connection issues, or using Unicon tools for icon search and generation through AI assistants.
Aggregate breadcrumbs, escalations, and audit logs from the last 14–30 days to surface recurring correction patterns that should be fixed at the source level (brief template, config/, WORKER-RULES.md) rather than re-fixed each session. Use during weekly maintenance Phase 2, after a redo dispatch, or when the operator…
Cross-check a worker's shipped output against the dispatching brief's Inputs/Outputs/Verify sections. Catches the class of defect where a file exists but its content is wrong (e.g., caption MD existed but wasn't embedded in the dashboard). Use after a worker breadcrumb lands, before declaring a session shipped, or…
EU AI Act compliance checking and risk classification. Automated compliance validation for high-risk AI systems with Article 11 technical documentation generation.
Cut and tag a Clippy Pet release from main, following the guard rules enforced by .github/workflows/release.yml. Use when the user asks to create a release, cut a release, tag a version, or ship a new version.
Run Clippy Pet's full pre-commit check suite (manifest/spritesheet validator, shellcheck, docs build) based on what changed. Use before committing or opening a PR in this repo, or when the user asks to validate, check, or lint the project.