Project report / GitHub evidence

LACP Lightweight Agent Context Protocol Model Card

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LACP Lightweight Agent Context Protocol Model Card

FieldValue
Repository0xNyk/lacp
CategoryAgent Context Protocol and Interoperability Tooling
Stars / forks snapshot261 / 33
LanguageTypeScript
LicenseLicense file present (public page)
Raw captureraw-github/0xnyk_lacp.md
Updated byhourly public metadata update, 2026-06-01 19:51 +0800

1. Role in Self Evolve

0xNyk/lacp provides a lightweight agent context protocol aimed at reusable context passing and tool interoperability. It matters because self-evolving agents need repeatable harness control, measurable feedback loops, and reusable skill procedures before claiming stable improvement.

2. Working Principle

define lightweight context exchange boundaries for agent workflows -> normalize session and memory payload handoff across tools -> reduce protocol mismatch cost in multi-agent chains -> preserve context continuity while keeping transport overhead low

3. Evidence Path

web-observed GitHub page showed 261 stars, 33 forks, 249 commits, and protocol-oriented positioning for agent context exchange. Shell GitHub API access remained blocked by DNS and local gh auth was invalid, so this card treats the snapshot as web-observed rather than API-verified.

4. Teaching Use

Use this card to explain Agent Context Protocol and Interoperability Tooling: it shows how harness/runtime/benchmark layers convert agent behavior into reproducible and auditable engineering workflows.

5. Limits

The repository was not cloned in this iteration; no benchmark run, plugin install, workflow execution, or agent loop experiment was executed. Counts and claims are visible public-page/search signals unless independently revalidated later.