andersonlimahw/lemon-ai-hub · plugins/agentic-value-loops/SKILL.md

agentic-value-loops skillA

agentic-value-loops is agent-read markdown (skill) from andersonlimahw/lemon-ai-hub: 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..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add andersonlimahw/lemon-ai-hub/agentic-value-loops@git:20260801.d400e34
Exact content
mdr add andersonlimahw/lemon-ai-hub/agentic-value-loops@sha256:77e1ce3134e0f8c3

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_mapk7ewx7adffmqc.svg)](https://markdownregistry.com/a/art_mapk7ewx7adffmqc)

0 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
git:20260801.d400e34 latest2026-08-01 d400e34 1,324 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (1324 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

andersonlimahw/lemon-ai-hub · 14 stars · license none · pushed 2026-09-13 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_mapk7ewx7adffmqc
GET https://markdownregistry.com/api/v1/resolve?ref=andersonlimahw/lemon-ai-hub/agentic-value-loops
GET https://markdownregistry.com/api/v1/blob/77e1ce3134e0f8c342c7adccb2e3f744395ef80bd544f06695e2b3583c0eb2c5

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.