All skills
Planning with Files
Keeps task_plan.md, findings.md and progress.md on disk as the agent's persistent working memory for multi-step work.
Task Observer (One Skill to Rule Them All)
A meta-skill that logs friction and user corrections during real work and converts them into skill updates or new-skill proposals at a weekly review.
GitHub Triage (Read-Only Analyzer)
Analyzes every open GitHub issue and PR in parallel and writes permalink-backed triage reports without ever mutating the repository.
NotebookLM Automation (notebooklm-py)
Install, authenticate and operate Gemini Notebook (NotebookLM) end-to-end through the notebooklm-py CLI or its typed async Python API, with ID-pinned, authorization-aware workflows.
Arbor — Autonomous Optimization via Hypothesis Tree Refinement
Runs a long-horizon experiment loop that improves a code/model/prompt artifact against an evaluator, using a persistent hypothesis tree and a held-out test merge gate to avoid overfitting.
Design Is — Dieter Rams Ten-Principle Design Audit
Audits a UI against Dieter Rams' ten principles with cited evidence, then issues a NEW/REFINE/REDESIGN verdict and a ready-to-run /make-plan handoff prompt.
Bulk RNA-seq Orchestrator
An end-to-end router that takes bulk RNA-seq from raw FASTQ through QC, quantification, a counts matrix, DESeq2, pathway enrichment, and publication figures.
Frontend Design Router (frontend)
A router skill that dispatches any UI/UX request to four rulesets — taste, brand design systems, performance, and design ops — so output looks like something a senior Linear/Stripe designer would ship.
ulw-plan (Prometheus Planning Consultant)
Turns Claude into an explore-first planning consultant that grounds in your codebase, asks only the decisions you must own, and — only after your explicit okay — writes one decision-complete work plan.
Review Work (5-Agent Parallel Review Orchestrator)
A post-implementation review gate that spawns five parallel sub-agents — goal verification, hands-on QA, code quality, security, and context mining — and passes only if all five pass.
Programming Discipline (Python · Rust · TypeScript · Go)
A four-language engineering constitution that forces reference reading before coding, then enforces strict types, TDD, and file-size discipline.
init-deep — Hierarchical AGENTS.md Knowledge Base Builder
Scans a repository and auto-generates a hierarchical set of AGENTS.md files at the root and in complexity-scored subdirectories.
ulw-plan — Explore-First Planning Consultant
A planning-only skill that grounds in your codebase, asks just the decisions you must own, and writes one decision-complete work plan after your explicit approval.
init-deep — Hierarchical AGENTS.md Knowledge Base Generator
Analyzes a repo in parallel and generates AGENTS.md at the root plus in complexity-scored subdirectories.
Visual QA (Web & TUI Verification)
After any UI change, this skill captures fresh evidence, runs pixel/column diffs, then dispatches two parallel read-only reviewers to reach a single good/bad verdict.
ULW-Research — Maximum-Saturation Research
A research orchestrator that fans parallel explore/librarian/browsing workers across your codebase, the web, official docs and OSS repos, recursively expands every lead, and ships a fully cited PDF/DOCX report.
Frontend Design Router
A master frontend skill that routes UI, redesign, motion, and performance-audit requests into four specialized rulesets so the output ships at senior-designer quality.
init-deep — Hierarchical AGENTS.md Knowledge Base Generator
Explores and scores your repo in parallel, then generates hierarchical AGENTS.md docs at the root and in high-complexity subdirectories.