tylerjrbuell/reactive-agents-ts · .agents/skills/harness-improvement-loop/SKILL.md

harness-improvement-loop skillB

harness-improvement-loop is agent-read markdown (skill) from tylerjrbuell/reactive-agents-ts: Agentic harness diagnostic + improvement loop. Probes the framework with real model runs, uses the rax-diagnose CLI to root-cause failures from structured trace data, ships ONE coordinated architectural fix, verifies via before/after diff, commits with empirical evidence. Use at the start of any harness improvement session — replaces ad-hoc grep + log-spelunking with a deterministic feedback loop..

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 tylerjrbuell/reactive-agents-ts/harness-improvement-loop@git:20260722.cc051cf
Exact content
mdr add tylerjrbuell/reactive-agents-ts/harness-improvement-loop@sha256:499a19e0ce2a6136

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_7rm2ncbjtgib56gk.svg)](https://markdownregistry.com/a/art_7rm2ncbjtgib56gk)

0 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
git:20260722.cc051cf latest2026-07-22 cc051cf 39,078 BB view · diff
git:20260711.e9d22662026-07-11 e9d2266 35,045 BB view · diff
git:20260707.56e6e8e2026-07-07 56e6e8e 34,821 BB view · diff
git:20260626.b55b67d2026-06-26 b55b67d 32,759 BB view · diff
git:20260505.72cf0912026-05-05 72cf091 27,132 BA view

Audit of the latest version

B  16 of 17 checks passed. Deterministic, no model, same answer every run.
  • fail: No link to a raw IP address (matched: http://127.0.0.1:8910)
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (39078 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 script tag

Source

GitHub

tylerjrbuell/reactive-agents-ts · 28 stars · license MIT · pushed 2026-09-15 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_7rm2ncbjtgib56gk
GET https://markdownregistry.com/api/v1/resolve?ref=tylerjrbuell/reactive-agents-ts/harness-improvement-loop
GET https://markdownregistry.com/api/v1/blob/499a19e0ce2a613643d0f6ebfdd38e84e8e338e01c16d2e8a86830edc1012139

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