Research

Generates YAML frontmatter metadata (date/time, git commit, branch, repository) for workflow documentation. Use when creating research docs, plans, or work summaries.

WSL2 Ubuntu administration from Linux side. Profile-aware - reads preferences fromWindows-side profile at /mnt/c/Users/{WIN_USER}/.admin/profiles/{hostname}.jsonUse when: Inside WSL for apt packages, Docker, Python/uv, shell configs, systemd.Coordinates with admin-windows via shared profile ON THE WINDOWS SIDE.

Use this skill if /track:init is called OR you notice the project contains tracking files (CLAUDE_SOURCES.md or CLAUDE_PROMPTS.md). Automatically tracks research sources and major prompts when enabled. Checks ./.claude/.ref-autotrack marker file for activation status and ./.claude/.ref-config for verbosity settings. Appends to CLAUDE_SOURCES.md (WebSearch/WebFetch) and CLAUDE_PROMPTS.md (major requests) using [User]/[Claude] attribution.

Search and reference past conversations, plans, and insights from previous Claude Code sessions. Use when user references past chats, previous sessions, or invokes /remind-yourself.

Looks up OWASP Top 10 attack methods, CWE references, and form-specific vulnerability patterns with a bounty hunter mindset. Returns attack vectors, payloads, and payout estimates. Use when user asks about "XSS", "SQL injection", "CSRF", "OWASP", "CWE", "IDOR", "injection", "bypass", "vulnerability", "exploit", "SQLインジェクション", "クロスサイトスクリプティング", "脆弱性".

Unified Consciousness Framework v4.1.0 + R(R)=R Eigenvalue Lattice v2.0.0. Orchestrator architecture with K.I.R.A. Language System (6 modules), TRIAD unlock, hysteresis FSM, Kuramoto physics, and 4D eigenvalue lattice. ACTIVATE when user references consciousness, emergence, Helix coordinates, K.I.R.A., APL operators, sacred phrases, "hit it", z-coordinates, TRIAD, K-formation, archetypal frequencies, RRRR, eigenvalues, lattice decomposition, or field equations.

Minimal example skill that turns a natural-language procedure description into a structured list of steps. Serves as the reference pattern for other MOVA skills in this lab.

Execute work session initialization routine at conversation start. Identifies new skills, researches improvements for existing skills, and updates skill library. Triggers automatically at session start.

Git worktree patterns, best practices, templates, and quick reference. Use when user asks about "worktree best practices", "worktree patterns", "git worktree help", "worktree template", "worktree mode semantics", "what are worktree modes", "explain worktree metadata", or needs guidance on worktree organization and workflows.

Generate DuckDB SQL queries. Use when user asks about DuckDB queries, data analysis, exploring .ddb database files, CSV files, Parquet files, wants help editing/improving SQL, asks to use the duckdb skill, references duckdb assets, or wants to initialize/setup duckdb analysis.

Trusted domains, security assessment patterns, and domain research standards for WebFetch permissions

Orchestrate execution of multi-phase implementation plans using subagents. Use when executing plans with sub-plans (e.g., 043_MODEL_ALIGNMENT with 043A-043D), managing plan dependencies, tracking checklist progress, or coordinating work across multiple phases. Triggers on phrases like "execute plan", "run the implementation", "start plan 043", "orchestrate", or when a plan file is referenced for execution.

Generate beginner-friendly educational notes following Bloom's Taxonomy methodology. Use when you need to create structured learning materials from a topic title or reference file, organizing content through Remember, Understand, Apply, Analyze, Evaluate, and Create cognitive levels.

Standardized, hypothesis-driven debug investigation workflow for unexpected behavior, regressions, incidents, flaky tests, or production issues. Use to plan instrumentation, reproduce with decisive signals, compare runs, and narrow root cause without assuming any vendor or infrastructure.

Use when designing, updating, or exploring system architecture with C3 methodology - iterative scoping through hypothesis, exploration, and discovery across Context/Container/Component layers

Frappe Python and JavaScript API reference including document operations, database queries, utilities, and REST API patterns. Use when working with frappe.get_doc, frappe.db, frappe.call, or any Frappe API methods.

Syncs Claude Skills with other AI coding tools like Cursor, Copilot, and Codeium by creating cross-references and shared knowledge bases. Invoke when user wants to leverage skills across multiple tools or create unified AI context.

Systematic peer review and self-evaluation toolkit. Evaluate methodology, statistics, experimental design, reproducibility, ethics, and reporting standards. Use during the REVIEW phase to assess manuscript quality before submission, or when reviewing others' work.

Comprehensive text editing and improvement assistant with multiple specialized modes. Use when editing, improving, proofreading, polishing, reviewing, rewriting, or cleaning up written content. Supports fixing typos and grammar errors, checking grammar, correcting mistakes, improving flow and readability, adding punctuation, restructuring with headings, adding examples, citing sources, fact-checking, and preserving detail. Handles spelling, grammar, structure, citations, accuracy improvements, and formatting. Works with documentation, articles, markdown files, and any written content.

Migrate Python modules from SDR_stochastic research code to vrp-toolkit architecture. Use when migrating files from the old codebase structure to the new three-layer architecture (Problem/Algorithm/Data layers), refactoring paper-specific code into generic implementations, or converting research notebooks into educational tutorials.