dsh-anic: A DSH plugin for embedding AI-native iteration workflows into observable workflows
dsh-anic is a DSH plugin developed by maintainer xuanyuanchumo that transforms the AI-Native Iteration Cycle into a general-purpose workflow visualization and gatekeeping plugin: The white-box panel features a workflow graph, real-time call flow, gatekeeping ledger, HITL queue, skill health, and an autonomous-level dashboard; it provides 24 `anic_*` LLM tools and 77 HTTP routes (with six-domain partitioning); version cycle-91 adds workflow graph reachability (Tarjan SCC cycle removal), node health, and switch parsing state; while version cycle-109 converts host-side adjudication disclosure and skill visibility into verifiable three-states. Installation supports three commands: GitHub, npm, or Release tarball; after installation, an ANIC tab appears on the session page. Alternatively, use `npx dsh-anic init` to install it into non-DSH projects in skills-only mode. The plugin runs with the permissions of the current DSH process; before installation, you should read the source code and verify the license (MIT).
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