claude

agentic-value-loops

Agentic Value Loops plugin — Continuous improvement engine that ships verified increments with constant quality. Includes loops for Feature Development, Maintenance & Security, Documentation Sync, and AI Tuning.

18 on GitHubv1.0.0MITupdated 28 days ago
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Plugin agentic-value-loops from marketplace lemon-ai-hub in Andersonlimahw/lemon-ai-hub. Commands read from the repo's manifest — 28 days ago.

What it installs

Skills (6)

  • agentic-value-loops

    agentic-value-loops plugin. Routes to its sub-skills: ai-tuning-loop, documentation-sync-loop, feature-development-loop, loop-invariants, maintenance-security-loop. Use when the task matches any of the capabilities listed below.

  • ai-tuning-loop

    AI Tuning Loop. Goal: raise chat answer quality for one agent + category per iteration.

  • documentation-sync-loop

    Documentation Sync Loop. Goal: keep docs truthful — no drift between code and the docs/guardrails that agents rely on.

  • feature-development-loop

    Feature Development Loop. Goal: ship one new user-facing feature per iteration, fully behind the quality gate.

  • loop-invariants

    Universal rules and invariants that every Agentic Value Loop must follow.

  • maintenance-security-loop

    Maintenance & Security Loop. Goal: keep dependencies current and the app free of known vulnerabilities — one safe batch per iteration.

Subagents (1)

  • loop-orchestrator

    Use this agent to orchestrate any Agentic Value Loop. It triggers for feature development, maintenance runs, security patching, documentation syncing, or AI auto-tuning. It knows how to enforce the 7 loop phases and the loop invariants to guarantee quality gates pass.

View source on GitHub

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