Build systems that use Pinecone to find documents for AI answers or retain agent memories across sessions. Guides index setup, data loading, meaning-based and keyword search, memory separation, and end-to-end checks.
- Build an AI assistant that answers from documents
- Keep agent facts and decisions across sessions
- Combine meaning-based search with exact terminology
github/awesome-copilot☆ 40.2KUpdated Oct 21, 2026
Map an existing codebase into seven documents covering its technology, structure, architecture, conventions, integrations, tests, and concerns. Link findings to file evidence, mark unknowns, and highlight differences between stated plans and the actual implementation.
- Get oriented in an unfamiliar codebase
- Prepare documentation for a project handover
- Compare documented architecture with implementation
github/awesome-copilot☆ 40.2KUpdated Oct 21, 2026
Choose the right WeKnora command to answer questions from a knowledge base or retrieve source passages. Covers cited answers, custom agents, document searches, and continuing a conversation through the command-line tool.
- Ask questions with citations from a knowledge base
- Retrieve source passages for further analysis
- Find documents by title or filename
Tencent/WeKnora☆ 34.9KUpdated Oct 20, 2026
Set up a lasting wiki knowledge base for a NanoClaw group. The skill helps define its topic, organize source files and wiki pages, and establish workflows for adding material, answering questions, and checking the wiki.
- Build a wiki around a research topic
- Turn collected documents into connected knowledge
- Define wiki maintenance rules with an agent
nanocoai/nanoclaw☆ 31KUpdated Oct 21, 2026
Expert knowledge for Azure Database for MySQL development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when planning MySQL Flexible Server tiers, HA/DR, automated deployments, backups/replication, or secure app connectivity, and other Azure Database for MySQL related development tasks. Not for Azure SQL Database (use azure-sql-database), Azure SQL Managed Instance (use azure-sql-managed-instance), SQL Server on Azure Virtual Machines (use azure-sql-virtual-machines), Azure Database for PostgreSQL (use azure-database-postgresql).
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MicrosoftDocs/Agent-Skills☆ 790Updated Oct 19, 2026
Expert knowledge for Azure Database for PostgreSQL development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when using Flexible Server, pgvector/Apache AGE, Private Link/TLS, replicas/PITR, or Azure AI/ML integrations, and other Azure Database for PostgreSQL related development tasks. Not for Azure SQL Database (use azure-sql-database), Azure SQL Managed Instance (use azure-sql-managed-instance), SQL Server on Azure Virtual Machines (use azure-sql-virtual-machines), Azure Database for MySQL (use azure-database-mysql).
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MicrosoftDocs/Agent-Skills☆ 790Updated Oct 19, 2026
Perform a reflective consolidation pass over a hyalo-managed knowledgebase directory — detecting structural issues, fixing broken links, flagging stale content, normalizing metadata, and reporting what changed. Use this skill when the user says /hyalo-tidy, "consolidate the knowledgebase", "clean up the KB", "run KB hygiene", "tidy", or "what needs attention in the knowledgebase". Also use when the user asks about knowledgebase health, broken links, orphan files, stale iterations, or metadata inconsistencies.
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ractive/hyalo☆ 27Updated Oct 18, 2026
"Apply the Knowledge-Based View (Grant, 1996) and Nonaka and Takeuchi's SECI model to analyze how organizations create, transfer, and integrate knowledge for competitive advantage. Use this skill when the user needs to design knowledge management systems, understand why knowledge transfer fails across teams, evaluate knowledge creation processes, or when they ask 'how do we capture tacit knowledge', 'why does knowledge stay siloed', or 'how can we turn individual expertise into organizational capability'.".
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charlieviettq/awesome-agent-skill☆ 26Updated Jul 20, 2026
Curate the project's knowledge base and memory in .unikit/memory/ — the indexed reference library of coding standards and framework usage patterns. ALWAYS use this skill whenever the user adds knowledge from a source: a URL, a file, a folder path, a PDF, an article, or a book — any path/link/document is a strong signal for the knowledge base, not a quick rule. Also use it to research or document how the project uses a framework, or to add a researched core/stack knowledge entry. Sub-commands by phrasing: "migrate the rules" or "promote rules" runs migrate-rules; "optimize the knowledge base" or "optimize the rules" runs optimise (extract large sections into references); "validate" re-syncs RULES_INDEX.md; "--module <id>" targets a module. For a quick one-line convention or correction typed as a prompt ("always do X", "never use Y", "remember this") with no source, use /unikit-rules; for architecture decisions use ARCHITECTURE.md.
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NintendaDev/unikit-ai☆ 19Updated Oct 14, 2026
Reviews a set of knowledge files or a knowledge base listing and returns a draft hygiene table, one row per file: duplication signals with the matching file, staleness signals, conflicts between files on the same topic with both passages quoted, missing or unverified owners, and one proposed action per file (Keep, Update, Merge into, Retire, Assign owner, Confirm with owner) for the owner to decide. Never edits, merges, moves or deletes a file. Use when the user asks to "review our knowledge base for duplicates", "which KB articles are stale", "find conflicting articles", "which articles have no owner" or "run a hygiene check on these files". Do not use for review-date sweeps of a document library with owner reminders, use sharepoint-review-sweeper instead; for writing one article, use knowledge-article-drafter. Drafts for human review; never approves, authorises or signs off.
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kesslernity/awesome-copilot-agent-skills☆ 9Updated Sep 19, 2026
Legal casebase App-in-Skill (Busabase-backed) intake and anonymization QA desk for law-firm judgment and award documents. Use when the user invokes $kelly-legal-casebase-ingest, mentions internal case database, 智能案例库, 裁判文书入库, 脱敏, 结构化, 分类标注, 案例审核, 质量验收, or wants a Busabase-backed desk where reviewers approve, revise, or block agent-prepared case records before they become searchable knowledge assets.
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mr-kelly/skills☆ 5Updated Oct 20, 2026
Launch the Understand Anything web dashboard to explore an existing codebase knowledge graph, a map of its structure and relationships. Open the current project or a specified directory and receive the local access URL.
- Explore an analyzed codebase visually
- Open the current project's dashboard
- View graph data from another project directory
Egonex-AI/Understand-Anything☆ 87.3KUpdated Oct 12, 2026
Build AI applications that answer questions using retrieved documents. Covers vector databases, text embeddings that represent meaning as numbers, search strategies, and result reranking to connect language models with external knowledge.
- Building Q&A systems for internal documents
- Adding domain knowledge to chatbots
- Implementing natural language document search
wshobson/agents☆ 41.3KUpdated Oct 20, 2026
Turn documents into a growing Markdown wiki and a knowledge graph, a map of entities and their relationships. Preserve source text, update linked pages as new material arrives, and answer questions with supporting evidence.
- Build a reusable knowledge base from documents
- Trace relationships between terms and topics
- Answer questions with source evidence
github/awesome-copilot☆ 40.2KUpdated Oct 21, 2026
Official · ClaudeFreeSummary Guide Zoom Virtual Agent integration into websites and mobile apps, covering embedded chat, conversation startup and cleanup, and handoff to live support. It also directs developers to platform references and knowledge-base synchronization workflows.
- Embed a support bot on a website
- Wrap web chat in an Android or iOS app
- Implement handoff from a bot to live support
anthropics/knowledge-work-plugins☆ 30.9KUpdated Oct 20, 2026
Tencent IMA OpenAPI skill for notes and knowledge base management. Use when user mentions knowledge base, notes, memos, file uploads, web page collection, or knowledge search. Supports notes CRUD, knowledge base file upload, web link addition, and content search.
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openakita/openakita☆ 2KUpdated Sep 24, 2026
Builds a portable, embedding-free knowledgebase from a set of files and delivers it as a self-contained `.skill` bundle (BM25 index + bundled searcher + query protocol). Use when a user wants to turn uploaded files, a folder, or a corpus into a searchable knowledgebase they can hand to any agent — phrased as "make a knowledgebase", "build a KB skill", "package these docs for retrieval", "create a searchable bundle", or references to a `.skill` KB. The output runs anywhere with Node or Python — no model, no install, no network. Distinct from `bm25` (ephemeral in-session search) and `building-github-index` (markdown project-knowledge index).
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oaustegard/claude-skills☆ 154Updated Oct 21, 2026
Build and maintain a persistent, LLM-maintained markdown wiki following Andrej Karpathy's LLM Wiki pattern — the agent incrementally compiles raw sources into an interlinked knowledge base instead of re-deriving answers from scratch. Use this whenever the user wants to ingest a source (an article, paper, transcript, chapter, meeting notes), file knowledge or conversation findings into the wiki, query the accumulated knowledge base, lint or health-check the wiki, or mentions "the wiki", "knowledge base", "ingest this", "file this", "what do we know about X", or accumulating notes on a topic over time — even if they don't say "LLM Wiki" explicitly.
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zoltanmaric/coppersushi☆ 69Updated Oct 20, 2026
Study unfamiliar codebases and produce evidence-backed knowledge artifacts. Use for repository orientation, architecture mapping, subsystem tracing, onboarding, or codebase documentation.
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OthmanAdi/codebase-knowledge-builder☆ 24Updated Aug 31, 2026
Test Retrieval-Augmented Generation (RAG) systems for data poisoning, prompt injection via retrieved documents, and data exfiltration through manipulated context windows. Use this skill when assessing RAG-based chatbots, knowledge bases, enterprise AI assistants, or any system that augments LLM responses with external document retrieval. Covers document injection, embedding manipulation, knowledge base poisoning, and cross-document inference attacks.
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ShulkwiSEC/bb-huge☆ 23Updated Jul 11, 2026
Create and operate ChatDOC Studio knowledge bases through pd_router using a Bearer API key and JavaScript helpers. Use when Codex needs to upload one or more PDF/DOC/DOCX files, skip failed files without aborting the whole job, create a knowledge base from successful uploads, or call the ChatDOC Studio knowledge-base skill endpoints through `https://platform.paodingai.com/openapi/chatdoc-studio/...`.
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PaodingAI/skills☆ 17Updated Oct 14, 2026
Official · OpenClawFreeSummaryAI rating 90 Browse Feishu knowledge spaces, locate pages from wiki links, and organize pages through creation, moves, and renaming. Resolve the linked content so an appropriate document or content tool can read or edit it.
- Locate a page from a Feishu wiki link
- Browse pages within a knowledge space
- Create a page under a chosen parent
openclaw/openclaw☆ 392.7KUpdated Oct 20, 2026
Extract business areas, workflows, and process steps from a codebase and display them as an interactive horizontal flow graph. Use an existing knowledge graph, a map of project components, or run a lightweight scan of project files.
- Understanding business workflows from code
- Mapping business areas and process steps
- Creating a business view from an existing knowledge graph
Egonex-AI/Understand-Anything☆ 87.3KUpdated Oct 12, 2026
Use the weknora CLI to manage knowledge bases and documents, search stored material, and ask questions grounded in it. This shared guide covers authentication, structured JSON results, error handling, and previews of changes.
- Setting up authentication for a WeKnora server
- Managing knowledge bases and uploaded documents
- Searching stored material and asking questions about it
Tencent/WeKnora☆ 34.9KUpdated Oct 20, 2026