wan-huiyan/agent-traffic-control · plugins/agent-traffic-control/skills/learning-loop/SKILL.md

learning-loop skillA

learning-loop is agent-read markdown (skill) from wan-huiyan/agent-traffic-control: Turn failures and user corrections into tested workflow improvements. Use for lessons and retrospectives..

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 wan-huiyan/agent-traffic-control/learning-loop@git:20260912.c635a3a
Exact content
mdr add wan-huiyan/agent-traffic-control/learning-loop@sha256:eea2f0208b3b0838

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_sifrliobqussxofg.svg)](https://markdownregistry.com/a/art_sifrliobqussxofg)

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Versions

versioncommittedcommitsizeaudit
git:20260912.c635a3a latest2026-09-12 c635a3a 2,970 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 (2970 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

wan-huiyan/agent-traffic-control · 3 stars · license MIT · pushed 2026-09-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_sifrliobqussxofg
GET https://markdownregistry.com/api/v1/resolve?ref=wan-huiyan/agent-traffic-control/learning-loop
GET https://markdownregistry.com/api/v1/blob/eea2f0208b3b08384b4c9c5d03a14de1ebf8695e1e9787108dcc215ff1b456e6

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