wshobson/agents · plugins/llm-finetuning/skills/trace-to-training-data/SKILL.md

trace-to-training-data skillA

trace-to-training-data is agent-read markdown (skill) from wshobson/agents: Convert evaluation traces and production logs into SFT examples and preference pairs. Use when graded traces or failure examples exist and need to become training data, when applying rejection sampling to model outputs, or when building DPO pairs from passing and failing runs..

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 wshobson/agents/trace-to-training-data@git:20260714.baa5bd7
Exact content
mdr add wshobson/agents/trace-to-training-data@sha256:9f7ec8803b8b10f8

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_s2lz6k4epoaznlg3.svg)](https://markdownregistry.com/a/art_s2lz6k4epoaznlg3)

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Versions

versioncommittedcommitsizeaudit
git:20260714.baa5bd7 latest2026-07-14 baa5bd7 6,251 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 (6251 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

wshobson/agents · 39,757 stars · license MIT · pushed 2026-09-14 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_s2lz6k4epoaznlg3
GET https://markdownregistry.com/api/v1/resolve?ref=wshobson/agents/trace-to-training-data
GET https://markdownregistry.com/api/v1/blob/9f7ec8803b8b10f8ac7f965ea89be62c5006c03420a328782a0a1ae87e42e022

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