Your AI’s expertise should be portable.
Lectic compiles YouTube videos, lectures, transcripts, and notes into durable, signed .lectic knowledge packs. Use them across Claude Code, Codex, ChatGPT, or your own agents via MCP — with every claim cryptographically anchored in source evidence.
Lectic Core
Intelligent intake, evidence anchoring, and cryptographic pack signing.
lectic verify: exit 0Built for real expertise. Not one-off chat prompts.
Other tools try to turn your AI into a generic chatbot or trap your notes inside a single SaaS vendor. Lectic treats expertise as a durable, signed asset that outlives individual sessions and travels anywhere.
Portable Packs & Team Distribution
A single signed file carrying compiled heuristics, decision rules, evidence excerpts, capability maps, and execution methods. Distribute to your engineering team with version pinning, one-command install, and auto-updates.
Packed 38 units, 4 sources · Bundled sources & INSTALL.md
$ lectic publish Engineering --to https://github.com/org/repo
Team: lectic install <url> --as engineering --pin
$ lectic update engineering
Updated engineering from 2.0.0 to 2.1.0 — 3 new conventions added, 1 modified
lectic install ... --pin and every connected AI works inside your team standards.Drop Folder & Intelligent Intake
Drag browser tabs, bookmarks, or notes straight into Documents/Lectic Inbox—no background server or clipper process required. When you next chat, your AI automatically surfaces your drops, matches creators, and asks where they belong.
Found dropped tab · Matched creator 'TheFutAccountant'
Add to "FUT Accountant Early Trading"?
The Evidence Guarantee
AI should show its work. Every unit of knowledge in Lectic is anchored to an exact substring in the source transcript. Run lectic verify in CI or before making critical decisions.
[OK] 16 units verified (0 broken)
Exit code: 0 (CI pipeline passed)
Search, Inspect & Install
Discover and install verified, community-compiled knowledge packs with zero friction. Open, decentralized Homebrew-style registry index. Preview methods and evidence guarantees before installing.
Found: distributed-systems-adr v1.0.0 by Alex R.
$ lectic inspect registry:distributed-systems-adr
Verified: 24 units, 2 methods · Signed by Alex R.
$ lectic install registry:distributed-systems-adr --pin
Installed distributed-systems [pinned: v1.0.0]
See how Lectic intakes, compiles, and verifies.
Explore real-world collections built in Lectic. Select an incoming source below to watch how Lectic's intelligent candidate matcher routes it, verifies evidence, and powers AI execution.
1. Incoming Source Material
Select a source to feed into Lectic. Notice how Lectic extracts creator and topic signatures to find the candidate collection:
Lectic detected creator TheFutAccountant and trading keywords. Which collection should this be added to?
2. Verified Pack & Assistant Use
Once organized, the collection compiles into a signed .lectic pack that any assistant can verify and execute.
Market timing heuristics, supply cycle analysis, and low-risk coin compounding methods.
key: c6da57f62a8f239a
Comparing approaches to AI knowledge.
Most AI memory tools trap your knowledge in single-vendor black boxes or hallucinate citations. Lectic gives you portable, cryptographic ownership.
| Capability | Chat & Project Memory | Vector DB / RAG | Digital Twin SaaS | Lectic (.lectic Packs) |
|---|---|---|---|---|
| Portability | Locked to 1 chat vendor | Custom backend required | Locked to SaaS platform | ✓ Single portable file |
| Universal Assistant Access | Single assistant only | Custom API code needed | Proprietary web chat | ✓ Any MCP Client (Claude, Codex, etc.) |
| Evidence Verification | None (Black box) | Similarity score only | None | ✓ Deterministic (exit 0/1 CI check) |
| Cryptographic Signing | No | No | No | ✓ HMAC-SHA256 Publisher Key |
| Intelligent Ingestion | Manual copy-paste | Blind chunking | Manual upload | ✓ Creator & topic candidate routing |
| Discovery & Marketplace | None | None | Proprietary app store | ✓ Decentralized Git-backed registry |
| Team Onboarding | Manual prompt pasting | Custom backend infrastructure | Per-seat cloud licensing | ✓ 1-command install (--as, --pin, updates) |
| Local & Offline First | Cloud only | Usually cloud API | Cloud only | ✓ 100% on your machine |
One command connects your assistants.
Lectic is an open-source Python tool (3.10+). Install it once, run setup, and your signing identity and MCP connectors are configured automatically.
One-Time Installation & Setup
Connects Claude Code and OpenAI Codex, enables the zero-daemon Drop Inbox in your Documents folder, and configures your pack signing identity.
pip install lectic && lectic setup
Daily Operations
lectic inbox
Review dropped links & browser tabs
lectic search [query]
Search verified pack registry
lectic inspect TARGET
Preview methods & evidence guarantee
lectic install registry:NAME --pin
1-command install from registry
lectic pack "Name" --team
Export signed team pack with sources
lectic publish "Name" --to <url>
Publish to team host or registry
lectic verify "Name"
CI evidence check (exit 0/1)
lectic status
Knowledge, inbox & evidence health
Stop re-teaching. Start compiling.
Save your trusted material once. Keep it organized without guessing. Move it between assistants and machines as signed, evidence-anchored packs.