Behaviour Twin KIT

Use when writing, reviewing, or refactoring Python to ensure adherence to modern best practices (type syntax, `uv` instead of `python`, linting, formatting, etc.)

Apple firmware and binary reverse engineering with the ipsw CLI tool. Use when analyzing iOS/macOS binaries, disassembling functions in dyld_shared_cache, dumping Objective-C headers from private frameworks, downloading IPSWs or kernelcaches, extracting entitlements, analyzing Mach-O files, or researching Apple security. Triggers on requests involving Apple RE, iOS internals, kernel analysis, KEXT extraction, or vulnerability research on Apple platforms.

Translate DOCX to RTL languages (Arabic, Hebrew, Urdu) preserving exact formatting, tables, colors, layouts. Handles quote normalization and multi-pass matching.

Reference for LocalStack AWS service availability by tier (Free/Base/Ultimate). Essential for KECS development to understand which AWS-compatible services can be used locally without cost.

Upload and process data into local Weaviate collections with support for single objects, batch uploads, and multi-modal content

QA harness for LLM agents: scenario suites, flake controls, tool sandboxing, LLM-as-judge scoring, and regression protocols.

Functional mythological compression for OCTAVE documents. Semantic shorthand for LLM audiences, not prose decoration

Every AI output has structural blind spots determined by the generation process itself. Future Tokens operations are named, composable instruments that target specific blind spots. They surface new information on every pass because expanding the output changes the blind spot geometry.

Provides the complete content of 'The Swift Programming Language (6.3 beta)' book by Apple. Use this skill when you need to verify Swift syntax, look up language features, understand concurrency, resolve compiler errors, or consult the formal language reference.

Connect to local Weaviate vector database and verify connection health

Create, view, update, and delete Weaviate collections with schema management (for local Weaviate)

Set up and manage a local Weaviate instance using Docker

Search and retrieve data from local Weaviate using semantic search, filters, RAG, and hybrid queries

Textum PRD→Scaffold→Story workflow for Codex with low-noise outputs and gate checks.

Create, edit, and manage Copilot Studio agent YAML files — topics, actions, knowledge sources, triggers, variables, and more.

List all available kind discriminator values from the Copilot Studio YAML schema. Use when the user asks what kinds/types are available.

Test a published Copilot Studio agent — send test messages, run batch test suites, or analyze evaluation results.

List all topics in the Copilot Studio agent with their trigger types, phrases, and action counts. Use when the user wants to see what topics exist.

Validate a Copilot Studio YAML file against the schema and best practices. Use when the user asks to check, validate, or verify a YAML file.