Build and attach an Eidetic topic base — a PULL knowledge-base ("wiki base") over an external corpus (scraped API docs, a product methodology, a book) that you attach to a project…
Collect and verify project information for pce-memory with multi-model validation using Codex CLI. Use when gathering project context, onboarding to a new codebase, or building a…
Profile Electron app memory usage, detect leaks, analyze renderer process memory, and optimize memory consumption
面向 AI Agent 的基础长期记忆系统，提供热内存与文件归档两层记忆能力. 热内存（SESSION-STATE.md）抗压缩与重启，通过 WAL 协议确保先写状态再回复. 精选归档（MEMORY.md + daily/）提供人类可读的长期记忆与每日日志. 适用于 AI 编程助手、智能对话等需要跨会话记忆的基础场景.
Local vector memory system with LanceDB + Pure JS embedding。No native modules or external APIs r。Use when 需要数据库操作、SQL查询、数据存储管理时使用。不适用于数据库架构设计决策。适用于独立开发者、企业团队和自动化工作流场景。
面向 AI Agent 的基础本地记忆系统，提供热内存与文件归档两层记忆能力. 热内存（SESSION-STATE.md）抗压缩与重启，通过 WAL 协议确保先写状态再回复. 精选归档（MEMORY.md + daily/）提供人类可读的长期记忆与每日日志. 所有数据完全存储在本地文件系统，无需 Ollama 或任何外部 API，隐私至上.
Compress large language models using knowledge distillation from teacher to student models. Use when deploying smaller models with retained performance, transferring GPT- — from…
Draft or create Emmy governance documents from an already-developed system, process, policy, or operating model.
Guides efficient learning by prioritizing encoding over retrieval. Use when discussing study strategies, flashcards, active recall, spaced repetition, Anki, or when user asks how…
The LLM-facing contract for the deterministic claude-wiki-pages Bun engine — how ANY agent should call it.
Trigger: Engram, mem_save, cloud sync, missing title. Reduce malformed-save risk and guide version-matched legacy repair.
Combines search results from multiple sources into coherent, deduplicated answers with source attribution. — from frumu-ai/tandem
How to work in an Entity vault project (the `entity-vault` starter pack, GBrain-compatible): a typed-entity vault of people, companies, meetings, and concepts, each a dossier with…
Scaffold a new EmptyOS app end-to-end with every convention wired from the start — manifest, capabilities, EOS_UI helpers, settings panel, deep-link routing, test file, vault-map…
Memory-allocation discipline for AgentDeck ESP32 firmware (esp32/). Use whenever writing or reviewing firmware code that allocates — new / malloc / ps_malloc / heap_caps_alloc /…
Use when targeting European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) or deciding whether a computer-science…
Generate practice tests, flashcards, study schedules, and timed simulations from any study material.
Turn past exams into a realistic mock exam that mirrors how the real one will feel — same question types, same structure, same point distribution, same phrasing style.
Structured interview and observation techniques for extracting tacit knowledge from domain experts
Build an interactive German learning explainer with Russian explanations, a carried-through anchor example, inline interactive figures, and a five-question quiz.
Analyze the knowledge graph for insights. Use when asked to "analyze connections", "graph report", "show hubs", "find orphans", or "knowledge map".
Guidance for deep knowledge graph traversal across memories, entities, and relationships. Use when needing comprehensive context before planning, investigating connections between…
Uses Rekall memory forensics framework to analyze memory dumps for process hollowing, injected code via VAD
Turns product or tech specs into concrete Notion tasks that Claude code can implement. Breaks down spec pages into detailed implementation plans with clear tasks, accepta — from…
Produz pacote de estudo aprofundado para defesa oral acadêmica (Salão de IC, qualificação, defesa de TCC, dissertação ou tese, apresentação em congresso com banca).
Skill especializada en facilitación y knowledge crunching para Domain Storytelling, enfocada en detectar huecos lógicos en narrativas (plot holes), usar anotaciones para registrar…
Fair Disclosure und Knowledge-Qualifikation in M&A-Vertraegen: Anwendungsfall Vertragsparteien verhandeln Wissenszurechnung, Kenntnis-Definitionen und Fair-Disclosure-Mechanismus…
Für Fair Disclosure und Knowledge Management: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Prüfprodukt mit Risiko und nächstem Schritt. Fachgebiet: Corporate-Kanzlei.
Für Fair Disclosure und Knowledge: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Prüfprodukt mit Risiko und nächstem Schritt. Fachgebiet: Mittelstands-Corporate/M&A.
Use when the user asks about FDE playbooks, past engagements, eval plans, the knowledge base, vault notes, vector memory, or wants to save knowledge to Obsidian.
Extract content from the public notes website at notes.dsebastien.net. Use when fetching MoCs, notes, or any content from the Obsidian Publish site.
Genera y practica fichas de estudio (flashcards) con sistema Leitner de repetición espaciada. Categoriza por materia y tema.
Run the Gemini file processor on any folder — extracts content from PDF, PPTX, XLSX, DOCX, CSV, JSON, and any text format, then generates Obsidian-ready summaries.
Complete the wiki: no empty pages, no dangling [[wikilinks]], with the graph clustered around the project's core topics.
Answer questions about personal finances by searching only the ~/vault/finance/ section of the Obsidian vault.
Process credit card bills, bank statements, or screenshots, extract expenses, update current month snapshot and 6/12-month forecasts in the Obsidian finance vault.
Find hub notes (highly connected notes with many links). Triggers on "hubs", "hub notes", "most connected", "popular notes", "highly connected notes".
Ingest public or authenticated knowledge bases and docs portals with Firecrawl browser. Use for JS-heavy docs, login-gated portals, paginated help centers, support knowledge…
Memory infrastructure audit pack. pgvector configuration validation and knowledge graph integrity check. 2 memory tools.
Search FirmVault legal case documents — medical records, legal filings, insurance papers, correspondence.
Find and repair broken wikilinks in vault. Triggers when user mentions "fix links", "broken links", "repair vault", "fix broken links".
FlashAttention IO-aware attention algorithm for memory-efficient transformer training and inference. Tiling, recomputation strategy, hardware memory hierarchy, FlashAttention-2/3…
강의노트에서 핵심 개념을 추출하여 질문-답 형식의 플래시카드를 생성하는 스킬. 사용자가 "플래시카드 만들어줘", "암기카드 생성", "flashcard", "Anki 카드 만들어줘", "핵심 개념 정리해줘" 등을 요청할 때 사용한다. 마크다운 파일 또는 Anki 호환 CSV로 내보낸다.
Run timed flashcard drills when user says "drill " (e.g., "drill bitwise", "drill 1-bitwise", "drill arrays").
Orchestrate Knowledge Transfer flow with assessment, documentation, shadowing, validation, and handover
Migrate pre-fn-30 legacy flat memory files (`.flow/memory/pitfalls.md`, `conventions.md`, `decisions.md`) into the categorized YAML schema.
Use when writing Flowstone-compatible project or hub notes — small Markdown notes with [[wiki-links]] so the knowledge graph stays connected; never touches repo READMEs.
Exports sealed Obsidian vault notes into soul_traces.jsonl format for HuggingFace persistence. Implements snapshot isolation, git pre-flight checks, and consumes the…
Structured memory system for AI agents. Context death resilience (checkpoint/recover), structured storage, Obsidian-compatible markdown, and local semantic search.
Knowledge base from the GAO Technology Readiness Assessment Guide (GAO-20-48G, 2020). Use for evaluating technology maturity in acquisition programs and projects: Technology…
Process the garden vault. Files inbox captures into atomic notes, adds wiki-links, dedupes, updates MOCs, and commits. Run on a schedule (cron or routine), not by hand.
Render an Anki .apkg deck from wiki pages for spaced-repetition study. LLM writes card pairs; genanki packages them. CSV sidecar is the re-ingestable source.
Use DeepWiki-Open to analyze a GitHub, GitLab, or Bitbucket repository and generate a navigable AI-written wiki with code structure explanations and diagrams for onboarding or…
Generate project status reports from Jira issues and publish to Confluence. When Claude needs to: (1) Create a status report for a project, (2) Summarize project progress — from…
Gerente de Projetos do Sistema Maestro. Cria, decompõe, acompanha e conclui tarefas no vault Obsidian.
GitHub issues management assistant for Logseq Template Graph. Analyzes issues, triages with labels, plans implementations, generates responses, creates PRs, and manages issue…
Standards and workflows for writing, formatting, sanitizing, and publishing high-quality GitHub repositories, complementing openwiki-skill.
GitHub Wiki has a flat namespace — no real folders, sidebar ordering tricks, link gotchas
Use Memora to give MCP-compatible agents persistent semantic memory, document recall, and knowledge-graph context across sessions.
Use Memanto to add local or cloud-backed persistent memory to Claude Code, Cursor, Codex, and other coding agents through remember, recall, answer, upload, and integration…