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testing security llm ai AI 技能

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GitHub

delta-derivation

plurigrid

Extract information delta between Claude.ai conversation exports using ACSets morphisms and bisimulation verification

GitHub

amp-skill

plurigrid

Interruption pattern detection and retrieval from Amp thread history. Use for analyzing tool rejection patterns and improving agent behavior.

GitHub

exo-distributed

plurigrid

Distributed LLM inference across Apple Silicon clusters with exo. Run models across Mac Studios via Thunderbolt RDMA, auto peer discovery, and MLX sharding. Use for multi-device inference, model parallelism, or...

GitHub

docx

plurigrid

Comprehensive document creation, editing, and analysis with support for

GitHub

goose-introspection

plurigrid

Goose session introspection and self-discovery via DuckDB reafference database. Query past sessions, find self, and enable cross-session awareness.

GitHub

interpreting-culture-index

plurigrid

Use when interpreting Culture Index surveys, CI profiles, behavioral assessments, or personality data. Supports individual interpretation, team composition (gas/brake/glue), burnout detection, profile compariso...

GitHub

docs-acset

plurigrid

Google Docs/Sheets management via ACSet condensation. Transforms documents into GF(3)-typed Interactions, tracks comments/cells, detects saturation when all comments resolved. Use for document workflows, spread...

GitHub

anima-theory

plurigrid

ANIMA as limit construction over condensed skill applications. Formalizes prediction markets as belief ANIMAs, structure dishes as condensation media, and impact as equivalence class change. Use for understandi...

GitHub

random-walk-fusion

plurigrid

Navigate skill graphs via deterministic random walks. Fuses derivational chains, algebraic structure, color determinism, and bidirectional flow for skill recombination.

GitHub

skill-specification

plurigrid

Agent Skills formal specification for cross-platform compatibility. Ensures skills are evolutionarily robust across Claude, Codex, Cursor, Amp, and future agents.

GitHub

say-narration

plurigrid

Use macOS text-to-speech for agent narration and announcements. Sub-agents announce themselves using different language voices speaking English. Use for multi-agent workflows where each agent has a distinct voi...

GitHub

gmail-anima

plurigrid

Gmail inbox management via ANIMA condensation. Transforms messages into GF(3)-typed Interactions, routes to triadic queues, detects saturation for inbox-zero-as-condensed-state. Use for email triage, workflow a...

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