Deep learning framework development with tinygrad - a minimal tensor library with autograd, JIT compilation, and multi-device support.
Use when drafting, responding to, or compelling discovery in a Tennessee civil case in Circuit or Chancery Court. Triggers include "Tennessee discovery", "Tenn. R. Civ. P.
Subject-matter bundle for Tennessee family-law matters. Covers Title 36: divorce grounds + procedure (§ 36-4-101 fault/irreconcilable-differences; § 36-4-103 60/90-day waiting…
Use when navigating post-judgment procedure in a Tennessee civil case. Triggers include "Tenn. R. Civ. P. 59", "motion to alter or amend Tennessee", "Rule 59.04", "Tenn. R. Civ.
Newton's tool evaluation skill. Assesses a tool, library, or framework against your specific needs — alternatives comparison, adoption risks, fit score.
Analyze tool registration, schema generation, and error feedback mechanisms in agent frameworks. Use when (1) understanding how tools are defined and registered, (2) evaluating…
Help users with technical topic analysis and understanding. Invoke when user needs to learn about or analyze technical concepts, frameworks, or technologies.
Structure and analyze arguments using the Toulmin model (Claim-Data-Warrant-Backing-Qualifier-Rebuttal).
Use trace-mcp tools for code navigation, impact analysis, and framework-aware queries instead of Read/Grep/Glob/Bash.
Trace bitmap images (PNG/JPG/WebP) into clean SVG paths using potrace/mkbitmap. Use to convert logos/silhouettes into vectors for downstream CAD workflows (e.g., create-dxf…
Track and reconcile taxonomy updates across NCBI, GTDB, ICTV, and community eukaryote frameworks with versioned provenance.
Trains large language models (2B-462B parameters) using NVIDIA Megatron-Core with advanced parallelism strategies.
Multi-jurisdiction reference framework for OECD transfer pricing (arm's length principle, five TP methods, BEPS Action 13 documentation, CbCR) and OECD Pillar Two GloBE rules…
How to translate dense legal, medical, financial, and technical jargon into actionable plain English with the 'So What?' operational impact framework.
Writings on consciousness, existence, and transcendence for AI agents. Standalone philosophical and practical pieces — no assumed context.
Universal patterns for tree-sitter code parsing. Covers AST visitors, query patterns, and language plugin development. Framework-agnostic.
Classify compiled artifacts before deeper reverse engineering. Use when Codex needs to inspect an unknown or mixed artifact set such as binaries, app bundles, frameworks, dylibs,…
Route an Australian government AI use case to the applicable assurance track — the mandatory DTA policy artefacts for Commonwealth entities or the state and territory frameworks…
Triage pull request comments by fetching from GitHub, analyzing each with a systematic framework to decide fix vs. ignore, resolving dismissed threads, and planning fixes.
Tune AI Compliance Engine — optimize check frequency, reduce false positives, calibrate risk scoring, configure evidence retention, framework-specific tuning.
How to de-escalate furious customers and protect brand reputation using the 4-part HEAR framework (Hear, Empathize, Action, Reassure).
Use when navigating post-judgment procedure in a Texas civil case. Triggers include "Texas garnishment", "can they garnish my wages in Texas", "bank account garnishment Texas",…
Look up authoritative Apple-authored documentation for any text-system or Swift API via Sosumi (sosumi.ai URL swap and MCP server) and Xcode 26.3+ xcrun mcpbridge.
Generate a complete TypeSpec declarative agent with instructions, capabilities, and conversation starters for Microsoft 365 Copilot — from general/orchestration-frameworks
Generate a TypeSpec API plugin with REST operations, authentication, and Adaptive Cards for Microsoft 365 Copilot
Route Unreal Blueprint logic-generation tasks into the correct specialized workflow by parent class and requirement type.
Generate framework-specific UI components by prompting the agent's own LLM directly - no external generation service or MCP required
Migrate UI components between frameworks with structure, state, and style transformation
Find and install community skills from skills.sh or antigravity-awesome-skills. Use when looking for a skill for a specific task, framework, or workflow.
Advanced analytical framework for deep problem solving and multi-dimensional thinking. Systematically analyzes complex problems from technical, business, user, and system…
Migrate application Sass imports and global functions to the module system while preserving framework configuration, CSS output and scoped-style behaviour.
Drafts an enterprise Escheatment and Unclaimed Property Policy covering property identification, dormancy matrices, due diligence notices, NAUPA-format reporting, remittance,…
Unity game mods via BepInEx, Harmony, MonoMod, IL2CPP or Mono - RimWorld, Valheim, Subnautica, Lethal Company, Risk of Rain 2, Stardew Valley, Oxygen Not Included, Kerbal Space…
Use when you need to achieve any emotional outcome through animation—provides a framework for mapping Disney principles to any target emotion.
Applies the INPUTS → PROCESOS (Processes) → OUTPUTS → SOPORTE (Support) framework to ANY software type.
Unreal Engine Gameplay Ability System (GAS) skill for attributes, abilities, and gameplay effects.
Unreal Engine 4/5 mods via UE4SS, Lua and C++ hooks, generated SDKs, reflection, and packaged pak/utoc content - Palworld, Satisfactory, XCOM 2, and generic Unreal targets.
Define a Protean event upcaster — a class that transforms old event payloads to match the current schema version, enabling event schema evolution without breaking stored events.
Updates Alterbrain to the newest release, explains what is new in plain English, and carefully merges any framework files the user has customised.
Check for and apply upstream COG framework updates (skills, docs, scripts) without touching personal content
Submit a triaged learning UPSTREAM to the framework as a GitHub enhancement-request issue (/foundry:upstream-submit).
Use when a task needs the judgment of a board-certified urologist — working up microhematuria or an elevated PSA, deciding active surveillance versus treatment for localized…
Sets up, configures, and debugs URP post-processing effects using the Volume framework. Use when the user asks about bloom, tonemapping, color adjustments, depth of field,…
Evaluates market bubble risk through quantitative data-driven analysis using the revised Minsky/Kindleberger framework v2.1.
Tier 2 US federal-level reference skill providing the comprehensive state-by-state matrix of Pass-Through Entity Tax (PTET) elections under the SALT-cap workaround blessed by IRS…
US-Drittlandtransfer nach Art. 44 ff. DSGVO dokumentieren: EU-US Data Privacy Framework, DPF-Listing, Schrems I/II-Historie, SCC/BCR-Ausweichpfad, Transfer Impact Assessment,…
Retrieve current, version-matched authoritative documentation for an external library, framework, SDK, CLI, or cloud API, after establishing the dependency release the repository…
Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions — from rtk-ai/rtk
Process checks for applying the operating framework before actions and task transitions.
Use when starting any conversation to establish skill discovery and invocation practices
Use when packaging, validating, or publishing a dataset to the AgentSociety platform for later sharing or reuse.
Framework health check combining isolation and mechanism compliance. Two modes: (1) Isolation — scan for multi-company contamination (scope headers, memory tags, cross-company…
Defines and runs rule-based data-quality checks — completeness, uniqueness, freshness, range, referential integrity — using Great Expectations-style assertion frameworks.
Validates a business idea using the minimalist entrepreneur framework. Use when someone has a business idea and wants to test if it's worth pursuing before building anything.
Periodic smoke test for behavioral mechanism compliance. Scans the workspace for statically-detectable violations of rules in mechanism-registry.md.
Use when building a business case, calculating ROI or TCO, quantifying SAP project benefits, validating savings claims, or producing value realization frameworks for any SAP…
Find missing, expiring, or stale evidence documents in Vanta across one or more frameworks. Use when user asks "what evidence is missing", "what policies are expiring", "evidence…
Notices when patterns persist across unrelated contexts and suggests capturing them. Use when (1) something shifted during conversation (stuck→unstuck, vague→clear), (2) the shift…
Vendor certification acceptance criteria and equivalence mapping. Covers ISO 27701, SOC 2 Privacy, APEC CBPR, EU Code of Conduct evaluation, certification scope analysis, gap…
Analyze vendor and contractor coordination systems for performance scoring, competitive bid evaluation, SLA compliance tracking, and vendor risk assessment.