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SkillsMP has collected 12 skills from ktg-one/AiA. Open a skill to review its source and details.
Showing 12 of 12 collected skills.
Context Extension Protocol v7.1 - MIRAS-Ready Edition. Cross-model handoff with permanent expert council, S2A filtering, Progressive Density Layering. Creates portable context packets that receiving models recognize as authorized context, not prompt…
Administer the AI-Anthropology R1–R10 Reasoning-vs-Fabrication ladder (test #2 / RFAB only). Both canon instruments embedded: v2 active (boiling point / p=0.11 / 75K) and v1 archive (Australia / p=0.08 / 100K). Use when: /rfab, "run rfab", "run the ladder",…
Author and maintain Open Knowledge Format (OKF) knowledge bundles — directories of markdown files with YAML frontmatter that capture curated domain knowledge (metrics, tables, datasets, playbooks, glossaries). Use when the user asks to create, generate, or…
This skill should be used when the user asks to "onboard a model into SparkLang", "run the SparkL onboard", "bind a model to the composer", "set up SCCD state-indexing on a model", "move the composer", or "reproduce the SparkL proof-run". Provides the…
MR.RUG (Mixture of Reasoning + Agentic GraphRAG) framework for deploying specialized reasoning experts who build unified knowledge graphs through Reliability-Aware RAG. Use when tasks require multi-expert collaboration, complex analysis needing 3+…
SkeleTraIn of Thought - Execution planning framework that creates the structural skeleton before elaboration. Use after Nexus-Router global decisions, before Baton/Swarm execution. Triggers on structure planning, node decomposition, expert assignment,…
The iterate-and-refine protocol. Use whenever the user says "iterate", "refine", "iterate and refine", "v-next", sends a terse correction on an existing artifact, or when a cold-scorer defect list or skill-failure classification requires a revision pass on…
The SIA closed learning-loop runtime. Use on EVERY substantive task in this project — the tick block injected each turn ([SIA-TICK]) is executed according to this skill. Also use when the user says "run the loop", "tick off", "classify this trajectory", or…
End-of-session or on-demand memory consolidation into agentmemory + STATE.md. Use when the session is wrapping up, context is near 80%, the user says "save state", "/state", "consolidate", "quicksave", or when loop-runtime Phase 3 fires. Routes each item to…
Platform-agnostic layer for the SIA loop. Use at session start on any surface, when capabilities.env shows SURFACE=unknown, when a tool call fails with unavailable/unreachable, when switching between Claude Code, Cowork, web, or desktop mid-project, or when…
Create or revise a SKILL.md from a real task trajectory. Use when loop-runtime classifies a trajectory as novel or skill-failure, when the user says "make this a skill", "persist this pattern", "the skill got it wrong", or when a nudge resolves to "persist as…
Create, refactor, or maintain STATE.md per the STATE.md-architect doctrine. Use whenever the user says "create state", "update state", "save state", "/state", "refactor STATE.md", when memory-consolidate Phase 3 writes project state, or when session context…