Tag: knowledge-base
Notion API for structured content management
This skill provides comprehensive interaction with the Notion API, allowing developers to programmatically manage pages, data sources, and blocks. It supports core operations such as querying databases, creating structured content, and upda…
Automated Daily GitHub Issue and PR Reporting
This skill automates the generation of comprehensive daily reports for GitHub projects, tracking new issues and pull requests while maintaining a structured knowledge base. It monitors issue status, identifies follow-up actions, and suggest…
manage persistent session memory and knowledge
This skill manages persistent memory by extracting durable lessons, conventions, and decisions from completed sessions into markdown files. It provides a guided onboarding flow for new users while offering a concise status report for return…
Persistent memory and knowledge management server
A robust memory server designed for agents to manage persistent knowledge and context. It facilitates advanced retrieval (semantic, hybrid) and knowledge absorption, automatically handling supersession, deduplication, and consolidation of f…
Documenting design patterns for agent frameworks
This skill facilitates the structured documentation of design patterns learned within the Langroid agent framework. It requires creating a descriptive entry in a central file and detailing the implementation, code examples, and usage contex…
persistent memory system for ai agents
This tool provides agents with persistent, long-term memory, allowing them to store and semantically recall context, decisions, and learnings across multiple sessions. It supports structured memory types and advanced retrieval methods like …
Automated daily reporting and issue tracking for OSS
This skill automates the monitoring of open-source project activity by tracking daily GitHub issues and PRs. It generates a comprehensive daily report, maintaining structured state and a knowledge base to ensure issue follow-up and knowledg…
Local Agentic Knowledge Base Setup and Indexing
This utility provides a comprehensive, step-by-step wizard for setting up a local, agentic knowledge base. It handles backend initialization, document ingestion (including web crawling and PDF support), and integrates the resulting index wi…
Advanced knowledge base search and retrieval skill
This skill provides advanced retrieval across the knowledge base, supporting keyword, hybrid semantic, and category-filtered searches. It also allows querying the indexed git commit history to understand code provenance and document lineage…
Manage single documents in the knowledge graph
This skill provides granular CRUD operations for a knowledge base, allowing developers to index, delete, update metadata, and query relationships for individual documents. It is designed for point changes, complementing bulk ingestion proce…
Ingests local files, git history, and websites
This tool provides a unified pipeline for populating the gnosis-mcp knowledge base from local files, entire Git repositories, or remote websites. It supports advanced features like embedding, chunking, and pruning stale data chunks.
Load usage-weighted knowledge context summary
This tool retrieves a compact, usage-weighted context summary from the knowledge base. It surfaces the most relevant documentation, optimized for session startup or specific topic primers.
Local PinRAG Knowledge Base Management Tool
This tool suite allows developers to interact with a local PinRAG knowledge base by indexing documents (PDFs, URLs, files) and executing complex queries. It provides structured methods for listing, adding, and removing documents directly th…
Proactive Context Retrieval for Agent Continuity
This skill proactively retrieves relevant past memories, decisions, and preferences from the mnemo knowledge base. It helps maintain continuity across sessions by surfacing prior context when starting a task or making a significant decision…
Structured Memory Commit and Persistence
This skill allows the agent to manually commit critical context—such as decisions, preferences, or technical facts—into a persistent memory store. It enforces structured capture by requiring a defined context type and explicit reasoning (th…
Persistent, Versioned Memory for AI Agents
This tool provides agents with a structured, versioned knowledge base, allowing for the storage of facts and complex summaries via keypaths. It supports semantic search, full project history tracking, and conflict detection, acting as a rob…
Publish verified debugging lessons to Noosphere
This skill allows agents to publish structured, reusable debugging memories to the Noosphere knowledge base. It requires verified root causes and fixes, ensuring that future agents can avoid redundant debugging efforts.
Shared Memory Debugging and Knowledge Management Tool
This tool integrates a shared memory layer, allowing agents to consult historical debugging data before fixing issues and upload verified lessons afterwards. It facilitates structured knowledge capture of root causes, fixes, and environment…
Persists user facts and preferences across sessions
Captures explicit user statements, preferences, and project decisions immediately upon trigger. It structures this information using defined types, scopes, and importance levels for persistent retrieval in future sessions.
Post-task retrospective for agent self-improvement
This skill runs after a non-trivial task to review performance, categorising outcomes and identifying failures. It writes structured lessons to auto-memory, promoting reusable rules and updating the agent's knowledge base.
Flaiwheel: Contextual Knowledge Base Workflow
This skill establishes institutional memory by automatically capturing and retrieving project context, architectural decisions, bug fixes, and API changes throughout a coding session. It guides the agent to proactively document learnings an…
Knowledge Base for Project Context and Memory
This skill establishes institutional memory by automatically capturing and retrieving project context, architectural decisions, bug fixes, and API changes across development sessions. It guides the developer through mandatory steps, such as…
Knowledge Base Diagnostics and Memory Gap Analysis
This skill provides comprehensive diagnostics on the knowledge base state, assessing coverage, identifying knowledge gaps, and checking for stale or isolated memories. It allows developers to understand the system's memory health and knowle…
Programmatic Obsidian Vault Management via CLI
This tool provides programmatic access to Obsidian vaults, allowing developers to manage notes, tasks, and properties using the official CLI. It supports core vault operations such as searching, creating, modifying files, and interacting wi…