forge SKILL.md skillA

forge from ariaxhan/kernel-claude is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add ariaxhan/kernel-claude/forge@git:20260829.6827144

Pins git:20260829.6827144 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
ariaxhan/kernel-claude
Path
skills/forge/SKILL.md
Versions recorded
4
Latest version
git:20260829.6827144, committed Aug 29, 2026
First version recorded
Jul 11, 2026
Size
13,234 bytes
Repository stars
14
License
MIT

Autonomous development with experimental self-correction. Iterates through quality gates until antifragile or blocked.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

<skill id="forge">

<purpose>
Fully autonomous. No human checkpoints. Iterate until the solution is antifragile.

The forge metaphor is literal:
  HEAT   — generate competing approaches, inject entropy
  HAMMER — iterate implementation against failing tests
  QUENCH — quality gates, adversarial review, convergence check
  TEMPER — experiment on output, discover emergent patterns, self-correct
  ANNEAL — if brittle, reheat and try a different crystalline structure

TEMPER is the evolution: the forge doesn't just build — it measures, hypothesizes,
tests, and adapts. Every cycle produces data. Every data point refines the next cycle.

Run this overnight. Come back to shipped code + experimental evidence + emergent learnings.
</purpose>

<skill_load>
always: skills/quality/SKILL.md, skills/build/reference/testing.md, skills/build/reference/git.md, skills/build/SKILL.md
on_classify:
  bug:      skills/debug/SKILL.md
  refactor: skills/build/reference/refactor.md
on_domain:
  api:      skills/architecture/reference/api.md, skills/architecture/reference/backend.md
  auth:     skills/tearitapart/reference/security.md
  frontend: skills/frontend/SKILL.md
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add ariaxhan/kernel-claude/forge@sha256:a0b8d45d85b2a02c

The line at the top of this page pins the label git:20260829.6827144, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_ebi7iyx4heh4tjzy.svg)](https://markdownregistry.com/a/art_ebi7iyx4heh4tjzy)

5 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 4 versions of this file, between Jul 11, 2026 and Aug 29, 2026, about one every 16 days.

versioncommittedcommitsizeaudit
git:20260829.6827144 latest2026-08-29 6827144 13,234 BA view · diff
git:20260828.e3ca5142026-08-28 e3ca514 13,137 BA view · diff
git:20260711.60367c32026-07-11 60367c3 13,238 BA view · diff
git:20260711.c23e6cb2026-07-11 c23e6cb 13,236 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (13234 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

ariaxhan/kernel-claude · 14 stars · license MIT · pushed 2026-10-19 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ebi7iyx4heh4tjzy
GET https://markdownregistry.com/api/v1/resolve?ref=ariaxhan/kernel-claude/forge
GET https://markdownregistry.com/api/v1/blob/a0b8d45d85b2a02c1e8fb9da02ac43b2efa89dad0356f7e4263bd46442b462f8

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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Every file in ariaxhan/kernel-claude

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