tacit-knowledge

SunflowersLwtech's toolbox: Claude Code skills, agents, commands, and MCP servers in one plugin marketplace

How experts think — the open, MIT-licensed collection of SOUL.md files: structured portraits of how experts in every field reason, decide, and work. Human- and AI-readable.

Self-hosted semantic memory over MCP for an engineering team's tacit knowledge. Rust, Postgres + pgvector.

Practitioner-judgment skill for Claude Code, Codex, and AI agents under ambiguity, trade-offs, and incomplete information.

A cognitive protocol for AI agents. Makes any LLM-based agent think like an experienced practitioner. Works with Claude Code, Codex, Gemini, and any agent framework.

AI-native 科研工作台。Workbench for AI-native scientific research

Metis: Governed Tacit Memory for AI Agents

经验萃取 Experience Extraction Skill：把高手头脑里的隐性经验，变成可训练、可验证的组织资产

Capture not only what people did, but why they did it — as structured, traceable data.

Cross-harness skills for Tribal

Obtiene el conocimiento tácito generado al documentar los elementos de trabajo en Azure DevOps dentro de una organización y lo transforma en conocimiento explícito

KUPAS MASTER (老师傅): Experience engineering for AI agents: tacit knowledge, nine-layer cognitive corpus construction, experience corpora and agent skills. Bilingual technical reports and RAG evaluation.

A cognitive base that makes AI agents reason from verified foundations instead of inherited conventions. 让 AI agent 从第一性原理出发推理，而不是继承惯例。

Convert tacit expert knowledge into reusable AI agents, skills, and training workflows to scale reliable performance.

The Polanyi stack for AI agents. Convert tacit knowledge, Polanyis paradox, and expert judgment into reusable agents and skills.

删前 Skill：清醒状态下的低防御元认知提取 Skill

A laboratory's X-ray reflectivity fitting procedure, written so a language-model agent can follow it. Includes the four versions used in the published study, and what transferred between material systems and what did not.

The team built Jim‑E, an interactive AI‑assisted risk review tool that applies SME heuristics to project risk entries. Using a lightweight Streamlit interface and encoded heuristic rules, the solution helps users identify weak risks and mitigations, capture structured feedback, and generate clear audit‑ready reports.

Hledám funkční řešení v balastu . Moje zkušenosti z off-gridu, dílny, cnc, pobytů v cizině mě naučila že realita je pro mne nejdůležitějším měřítkem. Nástroje které tvořím s pomocí AI slouží k pomyslnému hledání jehly v kupce sena, nyní k datové analýze založené na filtraci vaty a balastu

A Chinese-first Codex skill for explaining and applying Polanyi's tacit knowledge.