curiosity-driven
Schmidhuber's curiosity-driven learning: Intrinsic motivation via compression progress. Seek states that improve world model.
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Schmidhuber's curiosity-driven learning: Intrinsic motivation via compression progress. Seek states that improve world model.
Gradient-free optimization via discrete perturbations and trit-based learning
WEV Verification Skill
TrueALIFE: Self-Indexing Automata at the Edge of Chaos
Writing effective fuzzing harnesses for security testing.
CIDER integration for Clojure development with nREPL
Generates creative domain name ideas for your project and checks availability
Compositional algorithm and data analysis via algebraic databases
This skill should be used when the user asks to "scan for TODOs", "find placeholders", "clean up stubs", "remove temporary code", "audit for incomplete code", or "erase substitutions from codebase". Scans exist...
Verify Strong Parallelism Invariance (SPI) and GF(3) conservation for
Proof-of-Frog Skill 🐸
Testing for timing side channels and constant-time implementation verification.
Unison language - content-addressed functional programming with abilities for effects, distributed computing, and structural types. Use for pure functional code, effect management, distributed systems, and refa...
GF(3) color envelope preservation across navigator compositions
Tailscale mesh VPN for secure peer-to-peer networking. WireGuard-based overlay network with MagicDNS and ACLs.
Elements of ∞-Category Theory (Riehl-Verity) for foundational ∞-categorical
Stigmergic agent coordination through environment modification, not messages. Vehicle semantics where carrier encodes meaning.
Resource Sharing Skill
UV/UVX zero-install Python with comma-syntax deps, justfile patterns, PEP 723 scripts
Geiser REPL integration for Chicken Scheme with SplitMixTernary 3-coloring and crdt.el sexp patterns.
Guide you through Trail of Bits' 5-step secure development workflow. Runs Slither scans, checks special features (upgradeability/ERC conformance/token integration), generates visual security diagrams, helps doc...
Analyzes smart contract codebases to identify state-changing entry points for security auditing. Detects externally callable functions that modify state, categorizes them by access level (public, admin, role-re...
Skill Validation GF(3) - SLAVE (-1)
Run LLMs on Apple Silicon with MLX/mlx_lm - unified memory, 4-bit quantization, streaming generation, prompt caching. Optimal for M-series chips.
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