Persistent kb
by Rapa Canola
Local, SQLite-backed cross-session memory for agents to store and retrieve lessons, decisions, and facts via FTS5.
Secure checkout via Stripe
Works with the AI tools you already use
See it in action
You say
What did we learn from the database migration issues last November? Show me the specific fix.
Your agent does
[ID: 42] Title: Production Database Migration Fix Kind: lesson | Tags: postgres, devops, fix Content: Encountered 'lock timeout' during v2 schema migration. Resolved by setting statement_timeout to 60s. Use scripts/migrate_v2_patch.sql for future staging runs. (Created: 2023-11-15)
What you get
About this skill
What it does
Persistent KB provides your AI agent with a long-term, local memory using a SQLite-backed knowledge base. It allows agents to save cross-session facts, lessons learned, and project decisions into a structured database that survives context window resets and machine reboots.
Why use this skill
Unlike standard LLM "memory" which is often session-bound or cloud-hosted, this skill offers a privacy-first, developer-centric approach. It solves the "amnesia" problem where agents forget technical hurdles or design decisions made in previous chats. By using FTS5 (Full-Text Search), it enables fast retrieval of relevant context without cluttering the current prompt window.
Supported tools
- SQLite: Local storage with high-performance FTS5 indexing.
- Python 3.10+: Zero-dependency implementation (standard library only).
- CLI: A robust script (kb.py) for easy integration with any shell-enabled agent.
The Output
The skill produces structured summaries of stored knowledge, including entry IDs, categories (lessons, decisions, references), and tags. It handles conflict resolution by superseding old facts, ensuring the agent always retrieves the most current information while maintaining history.
How to install
Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.
Reviews
No reviews yet
Be one of the first to try it. Every listed skill passes our trust checks below.
Security scanned
Passed our 8-point scan before listing
Fresh listing
Recently published to Agensi
30-day refund
Not a fit? Get your money back
Trust & safety
Security scanned
Verified clean 3 months ago
- 30-day refund guarantee
- One-time purchase, yours forever
- Secure checkout via Stripe
Creator
5 skills on Agensi
Frequently Asked Questions
Popular in AI Agents & LLM Ops
agentic-workflow
A risk-aware, evidence-based engineering lifecycle protocol for robust agentic task execution and safety.
designing-hybrid-context-layers
Architects the right retrieval strategy for every query — teaching your agent when to use RAG, a knowledge graph, or a temporal index instead of defaulting to vector search for everything.
ai-productivity
High-speed intake for shaping vague prompts, triaging complex tasks, and compressing context for efficient execution.
agent-handoff-orchestrator (for hermes agent / openclaw)
Generate high-fidelity, structured handoff packets for seamless multi-agent collaboration and session persistence.