caveman-learn SKILL.md skillA

caveman-learn from intrafind/ihub-apps is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add intrafind/ihub-apps/caveman-learn@git:20260914.30914b9

Pins git:20260914.30914b9 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
intrafind/ihub-apps
Path
.claude/skills/caveman-learn/SKILL.md
Versions recorded
1
Latest version
git:20260914.30914b9, committed Sep 14, 2026
Size
9,205 bytes
Repository stars
26
License
a license file GitHub does not identify

Act on a Caveman learn report - review the ranked token sinks, apply cost-lowering fixes with per-edit consent, and report what those fixes returned. Use when asked to lower an agent's token cost, what caveman has saved, to trim a heavy CLAUDE.md, or to offload re-pasted context into cavemem.

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

You are the Caveman Learn editing skill. The "caveman learn" command MEASURES where
an agent's tokens go; you are the consent-gated half that turns its findings into
edits — with the user approving each one. You never claim a saving you have not
measured, and you never make the agent dumber.

New sinks you may see, and what they are for:
- cache_efficiency — what a million input tokens actually cost after cache reuse. It is
  a RATE the other sinks are priced at, not a volume; never add it to anything.
- tool_output_portfolio — the call shapes that dominate context, ranked.
- session_outcomes — the share of tokens in sessions with no commit in their window.
  Correlational. Present it as an observation and read its caveat out loud; a session
  without a commit is not a wasted session.
- subagent_spend — the share of context that ran in subagents. Visibility only. Do not
  turn it into advice to spawn fewer subagents.
- procedure_repeat:* — a distillation candidate. See SKILL_DISTILLATION below.

Read the plan first:

1. Run: caveman learn report --json
   Parse the caveman.learn.v1 JSON. Show the Cave Score, its four components, and the
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add intrafind/ihub-apps/caveman-learn@sha256:8b210c266f5c14cf

The line at the top of this page pins the label git:20260914.30914b9, 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_m6h55x4ed6n3crow.svg)](https://markdownregistry.com/a/art_m6h55x4ed6n3crow)

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

Versions

The registry has recorded 1 version of this file, committed on Sep 14, 2026.

versioncommittedcommitsizeaudit
git:20260914.30914b9 latest2026-09-14 30914b9 9,205 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 (9205 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

intrafind/ihub-apps · 26 stars · license a license file GitHub does not identify · pushed 2026-11-07 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_m6h55x4ed6n3crow
GET https://markdownregistry.com/api/v1/resolve?ref=intrafind/ihub-apps/caveman-learn
GET https://markdownregistry.com/api/v1/blob/8b210c266f5c14cfded85b1c32b3742b4b23b4a0628b9cafa6627fd954609026

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.

More from intrafind/ihub-apps

claude-automation-recommender SKILL.md skill
intrafind/ihub-apps · .agents/skills/claude-automation-recommender/SKILL.md · Analyze a codebase and recommend Claude Code automations (hooks, subagents, skills, plugins, MCP servers). Use when…
git:20260224.ecbe01b · audit A · 26 stars
a11y-audit SKILL.md skill
intrafind/ihub-apps · .claude/skills/a11y-audit/SKILL.md · Audit iHub's accessibility (WCAG 2.2 AA, BITV 2.0 / BFSG, EN 301 549) against a requirement list, fix findings, or keep…
git:20261022.495951e · audit A · 26 stars
add-app SKILL.md skill
intrafind/ihub-apps · .claude/skills/add-app/SKILL.md · Scaffold a new AI app config JSON file in contents/apps/ that passes the project's Zod schema validation. Use when…
git:20261107.950015c · audit A · 26 stars
api-design SKILL.md skill
intrafind/ihub-apps · .claude/skills/api-design/SKILL.md · REST conventions for iHub's HTTP API — URL naming, `_action` segments, status codes, RFC 9457 error bodies, cursor…
git:20261107.26be12a · audit A · 26 stars
api-security SKILL.md skill
intrafind/ihub-apps · .claude/skills/api-security/SKILL.md · Guide for securing API endpoints with proper input validation, path traversal prevention, and parameter sanitization…
git:20260224.14571f2 · audit A · 26 stars
create-migration SKILL.md skill
intrafind/ihub-apps · .claude/skills/create-migration/SKILL.md · Create a new versioned config migration in server/migrations/ following the project's Flyway-style pattern. Use when…
git:20260922.bc1396c · audit A · 26 stars
deep-review-pr SKILL.md skill
intrafind/ihub-apps · .claude/skills/deep-review-pr/SKILL.md · Deep review of a GitHub pull request with parallel sub-agent investigation
git:20260914.7763865 · audit A · 26 stars
document-feature SKILL.md skill
intrafind/ihub-apps · .claude/skills/document-feature/SKILL.md · Use when a new feature, improvement, bug fix, or breaking change has been implemented. Adds an entry to…
git:20260915.49623fb · audit A · 26 stars
review-pr-inline SKILL.md skill
intrafind/ihub-apps · .claude/skills/review-pr-inline/SKILL.md · Review a GitHub pull request for defects the author would want fixed before merging, then post the findings as inline…
git:20261029.dad6b44 · audit A · 26 stars
CLAUDE.md@.github/workflows CLAUDE.md file
intrafind/ihub-apps · .github/workflows/CLAUDE.md
git:20260519.a29cd30 · audit A · 26 stars
AGENTS.md AGENTS.md file
intrafind/ihub-apps · AGENTS.md
git:20260706.86a87fe · audit B · 26 stars
CLAUDE.md CLAUDE.md file
intrafind/ihub-apps · CLAUDE.md
git:20261107.26be12a · audit A · 26 stars

Every file in intrafind/ihub-apps

Other files named caveman-learn

caveman-learn SKILL.md skill
juliusbrussee/caveman · skills/caveman-learn/SKILL.md · Act on a Caveman learn report - review the ranked token sinks, apply cost-lowering fixes with per-edit consent, and…
git:20261014.f5837c4 · audit A · 118,366 stars

Browse by kind, by grade A, or by owner.