发现 Skills

Evaluate an existing analysis project for compliance with standard structure conventions. Reports missing, misplaced, or non-compliant items and can offer fixes. Use this when auditing an analysis project or bringing a disorganized repository into compliance.

Convert DGN files (v7-v8) to Excel databases. Extract elements, levels, and properties from infrastructure CAD files.

Explains how to execute Synapse plugins programmatically. Use when the user mentions "run_plugin", "ExecutionMode", "LocalExecutor", "RayActorExecutor", "RayJobExecutor", "PluginDiscovery", "from_path", "from_module", or needs help with running plugins programmatically.

Premium UI/UX design audit and refinement skill inspired by Jony Ive and Steve Jobs. Focuses exclusively on visual design — hierarchy, whitespace, typography, color, alignment, motion, and accessibility — without touching application logic. Use when auditing app screens, elevating visual polish, enforcing design system consistency, or planning phased design improvements. Triggers on tasks involving UI review, design audits, visual refinement, spacing/layout fixes, or making an app feel premium and inevitable. Do not use for feature development, application logic, data modeling, API design, or any backend/infrastructure work.

Toolkit for creating animated GIFs optimized for Slack, with validators for size constraints and composable animation primitives. This skill applies when users request animated GIFs or emoji animations for Slack from descriptions like "make me a GIF for Slack of X doing Y."

Quality gates checklist for completing code work before finishing implementation cycles

Primary Python toolkit for molecular biology. Preferred for Python-based PubMed/NCBI queries (Bio.Entrez), sequence manipulation, file parsing (FASTA, GenBank, FASTQ, PDB), advanced BLAST workflows, structures, phylogenetics. For quick BLAST, use gget. For direct REST API, use pubmed-database.

Direct REST API access to KEGG (academic use only). Pathway analysis, gene-pathway mapping, metabolic pathways, drug interactions, ID conversion. For Python workflows with multiple databases, prefer bioservices. Use this for direct HTTP/REST work or KEGG-specific control.

Neuropixels neural recording analysis. Load SpikeGLX/OpenEphys data, preprocess, motion correction, Kilosort4 spike sorting, quality metrics, Allen/IBL curation, AI-assisted visual analysis, for Neuropixels 1.0/2.0 extracellular electrophysiology. Use when working with neural recordings, spike sorting, extracellular electrophysiology, or when the user mentions Neuropixels, SpikeGLX, Open Ephys, Kilosort, quality metrics, or unit curation.

Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verification

Generate, edit, and compose images via the Gemini API. Use when creating images from text, editing existing images, composing multiple images, or generating images with specific aspect ratios and resolutions.

React composition patterns that scale. Use when refactoring components with boolean prop proliferation, building flexible component libraries, or designing reusable APIs. Triggers on tasks involving compound components, render props, context providers, or component architecture. Includes React 19 API changes.

Aura protocol reference documentation — 12-phase workflow, agent roles, constraints, and coding standards. Read when you need to understand the full workflow or look up conventions.

Run a user story mapping workshop with adaptive questions and a structured map output. Use when you need backbone activities, tasks, and release slices for a workflow.

Use when the task involves reading, creating, or editing `.docx` documents, especially when formatting or layout fidelity matters; prefer `python-docx` plus the bundled `scripts/render_docx.py` for visual checks.

Screen recording + AI vision analysis via direct Gemini REST API. No browser, no Colab MCP, no CDP. Pure REST with a 6-model fallback chain for effectively unlimited vision calls.

Security scanner for OpenClaw skills. Just say 'scan' before any skill link or name to get a security report. Audits for vulnerabilities, prompt injection, data exfiltration, obfuscation, and other threats — with smart context-aware analysis that understands a skill's stated purpose.

Правила работы для предотвращения типичных ошибок LLM — сначала думай, делай только нужное, правь точечно, работай от результата.

Implement modern, performance-conscious animations using Framer Motion, CSS, and scroll-triggered effects. Use when adding page transitions, hover effects, scroll animations, or micro-interactions to websites.

Create custom commands for Pi (prompt templates) or OpenCode. Define command prompts, arguments, shell output injection, file references, and configure agents, models, and descriptions.

Semantic code understanding with IDE-like symbol operations. Use when: (1) Large codebase analysis (>50 files), (2) Symbol-level operations (find, rename, refactor), (3) Cross-file reference tracking, (4) Project memory and session persistence, (5) Multi-language semantic navigation. Triggers: "find symbol", "rename function", "find references", "symbol overview", "project memory". IMPORTANT: Prioritize Serena's symbolic tools over file-based grep/read for code exploration.

Integrate Didit Face Search standalone API to perform 1:N facial search against all previously verified sessions. Use when the user wants to detect duplicate accounts, search for matching faces, check if a face already exists in the system, prevent duplicate registrations, search against blocklist, or implement facial deduplication using Didit. Returns ranked matches with similarity percentages.

Staff/Principal Engineer Tech Spec — conducts iterative technical interview (one question at a time), detects inconsistencies, explores trade-offs, and produces a complete Tech Spec document. Converses in user's language, outputs English documents.

API development: REST, GraphQL, OpenAPI, versioning, auth, rate limiting.