发现 Skills

Structure multi-POV stories through catalyst environments. Use when building interconnected narratives, when perspectives need meaningful intersection, or when a shared setting needs to generate distinct storylines.

AI4PKM helper for orchestrator configuration, worker management, and CLI workflow integration.

Convert Deckset-format markdown slides with speaker notes to presentation video with TTS narration. Use when user requests to create video from slides, generate presentation video, or convert slides to MP4 format.

USE THIS SKILL when the user asks about procurement, purchasing, sourcing, spend analysis, category management, supplier evaluation, supplier selection, Kraljic matrix, strategic sourcing, competitive bidding, RFP/RFQ, supplier scorecard, procurement savings, make-vs-buy, contract negotiation, vendor management, or supplier consolidation. Also trigger for "spend under management," "tail spend," "maverick spend," or any discussion of buying goods and services more effectively.

Shop on Walmart for a user by searching products, comparing options, managing the cart, checking out, viewing orders, and starting returns. Always operates within the user's active mandate.

Reverse engineer web APIs by capturing browser traffic (HAR files) and generating production-ready Python API clients. Use when the user wants to create an API client for a website, automate web interactions, or understand undocumented APIs. Activate on tasks mentioning "reverse engineer", "API client", "HAR file", "capture traffic", or "automate website".

Interactive visualization library. Use when you need hover info, zoom, pan, or web-embeddable charts. Best for dashboards, exploratory analysis, and presentations. For static publication figures use matplotlib or scientific-visualization.

Query PubChem via PUG-REST API/PubChemPy (110M+ compounds). Search by name/CID/SMILES, retrieve properties, similarity/substructure searches, bioactivity, for cheminformatics.

Quantum physics simulation library for open quantum systems. Use when studying master equations, Lindblad dynamics, decoherence, quantum optics, or cavity QED. Best for physics research, open system dynamics, and educational simulations. NOT for circuit-based quantum computing—use qiskit, cirq, or pennylane for quantum algorithms and hardware execution.

Run and analyze molecular dynamics simulations with OpenMM and MDAnalysis. Set up protein/small-molecule systems, define force fields, run energy minimization and production MD, and analyze trajectories (RMSD, RMSF, contact maps, free-energy surfaces). For structural biology, drug binding studies, and biophysics.

Draft competitive research proposals for NSF, NIH, DOE, DARPA, and Taiwan NSTC, including agency-specific formatting, review criteria, budget preparation, broader impacts, significance statements, innovation narratives, and compliance with submission requirements.

Create and manage Starknet wallets for AI agents. Transfer tokens, check balances, manage session keys, deploy accounts, and interact with smart contracts using native Account Abstraction.

Design and implement web animations that feel natural and purposeful, based on Emil Kowalski's "Animations on the Web" course. Use proactively when the user asks about easing, timing, springs, transitions, animation performance, or how to animate specific UI elements. Covers CSS transitions, Framer Motion, GSAP, accessibility (prefers-reduced-motion), and common patterns like modals, tooltips, page transitions, hover states, and microinteractions.

Observability metrics workflow for metric model design aligned to service health and business impact. Use when teams define or revise service metrics/SLIs for reliable health and capacity decisions; do not use for business-feature implementation logic.

Systematic VPS cleanup — analyze files, categorize by importance, safely delete temporary/old data to free disk space

Creates AnythingLLM custom agent skills (plugin.json + handler.js). Use when asked to build, create, or scaffold an AnythingLLM agent skill. Knows the exact file format, schema, and deployment path for the user's Docker setup.

Build your MVP following the AGENTS.md plan. Use when the user wants to start building, implement features, or says "build my MVP", "start coding", or "implement the project".

Proactive reliability health check using auto-captured error and network failure data. Uses mcp__Amplitude__query_amplitude_data, mcp__Amplitude__get_charts, mcp__Amplitude__get_context.

Reverse-engineer Go-compiled malware using Ghidra and dedicated scripts, including function recovery, string extraction, and type reconstruction of stripped Go binaries.

Use out-of-band techniques, DNS interactions, and timing analysis to detect and exploit blind SSRF vulnerabilities to access internal services and cloud metadata endpoints.

Activates when querying financial/economic data from GCS. Use this skill for: subsidies, farm financials, property values, CVR enrichment, ownership data, støtte per hektar, samlet støtte, grundværdi. Keywords: økonomi, finance, subsidies, støtte, tilskud, CVR, property, ejendom, grundværdi

Use @effect/platform abstractions for cross-platform file I/O, process spawning, HTTP clients, and terminal operations. Apply this skill when writing code that interacts with the filesystem, spawns processes, makes HTTP requests, or performs console I/O to ensure portability across Node.js, Bun, and browser environments.

Audit and review all installed agent skills. Run on-demand or via cron to get a health report: skill inventory, usage tracking, version checks, dependency health, and actionable recommendations (keep, update, review, remove). Use when asked to review skills, check for skill updates, find unused skills, or audit the skill ecosystem.

Convert markdown vault to RDF/TTL knowledge graph. Extract persons, projects, meetings, and relationships into semantic triples.