pjt222/agent-almanac · i18n/caveman-lite/skills/forage-solutions/SKILL.md

forage-solutions skillA

forage-solutions is agent-read markdown (skill) from pjt222/agent-almanac: AI solution exploration using ant colony optimization — deploying scout hypotheses, reinforcing promising approaches, detecting diminishing returns, and knowing when to abandon a strategy. Use when facing a problem with multiple plausible approaches and no clear winner, when the first approach is not working but alternatives are unclear, when debugging with no obvious root cause requiring parallel hypothesis investigation, or when previous attempts have converged prematurely on a suboptimal appr.

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/forage-solutions@v1.0
Exact content
mdr add pjt222/agent-almanac/forage-solutions@sha256:88c5a04c5bd9c663

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_k2gy3mrzsz7nebsv.svg)](https://markdownregistry.com/a/art_k2gy3mrzsz7nebsv)

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Versions

versioncommittedcommitsizeaudit
v1.0 latest2026-08-17 a784899 15,873 BA view · diff
v1.02026-06-05 33b561c 15,844 BA view · diff
v1.02026-04-24 0b91b04 15,828 BA view · diff
v1.02026-04-19 e334ebd 15,875 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 (15873 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 2026-09-18 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_k2gy3mrzsz7nebsv
GET https://markdownregistry.com/api/v1/resolve?ref=pjt222/agent-almanac/forage-solutions
GET https://markdownregistry.com/api/v1/blob/88c5a04c5bd9c663da9691d7a2ef57ba1a17ccce6d35731769d592e625e6fc49

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