pjt222/agent-almanac · i18n/caveman-lite/skills/evolve-skill-from-traces/SKILL.md

evolve-skill-from-traces skillA

evolve-skill-from-traces is agent-read markdown (skill) from pjt222/agent-almanac: Evolve SKILL.md files from agent execution traces using a three-stage pipeline: trajectory collection from observed runs, parallel multi-agent patch proposal for error and success analysis, and conflict-free consolidation of overlapping edits via prevalence-weighting. Based on the Trace2Skill methodology..

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 pjt222/agent-almanac/evolve-skill-from-traces@v1.0
Exact content
mdr add pjt222/agent-almanac/evolve-skill-from-traces@sha256:0a9e6143d4efc105

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_luro6comxxuwef7q.svg)](https://markdownregistry.com/a/art_luro6comxxuwef7q)

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Versions

versioncommittedcommitsizeaudit
v1.0 latest2026-08-17 a784899 15,955 BA view · diff
v1.02026-06-05 33b561c 15,926 BA view · diff
v1.02026-06-05 75ded7a 15,902 BA view · diff
v1.02026-04-24 0b91b04 15,944 BA view · diff
v1.02026-04-19 e334ebd 16,021 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 (15955 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

pjt222/agent-almanac · 33 stars · license MIT · pushed 2026-09-16 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_luro6comxxuwef7q
GET https://markdownregistry.com/api/v1/resolve?ref=pjt222/agent-almanac/evolve-skill-from-traces
GET https://markdownregistry.com/api/v1/blob/0a9e6143d4efc1050a22984fc5d6b26c39cc2b32de4b0cb3f9de9182aaa3c423

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