Causari vs Packages

The first content-addressable ledger for AI agents. Every prompt, model, read, write and reasoning becomes an immutable causal event, captured at the wire, no agent...

Browse 14,416 PyPI packages indexed on SkillFed by category or search directly - each with locked license, maintenance, and install-friction facts.

About Causari

The first content-addressable ledger for AI agents. Every prompt, model, read, write and reasoning becomes an immutable causal event, captured at the wire, no agent cooperation required. Trace, bisect, revert and explain every line your agents wrote. re audit reads plain git history, detects AI-authored commits from verifiable metadata ( Co-Authored-By trailers, bot authors, aider markers) and measures how many of those lines are still alive at HEAD. Every number carries its evidence class: VERIFIED (explicit metadata) is never mixed with PROBABLE (heuristic).

About Packages

Browse 14,416 PyPI packages indexed on SkillFed by category or search directly - each with locked license, maintenance, and install-friction facts. Your agent can ask this index directly: connect over MCP. JSX-as-timeline plus a media-inspection CLI is a genuinely coherent answer to the question of how agents should drive video editing. diffusionstudio/editor gives agents a programmatic interface to professional video editing. A browser-automation bridge that makes a ChatGPT subscription do double duty as Codex's model backend, clever cost arbitrage with real fragility risk.