Caveman Internal Protocol
SkillDocs & knowledgeInternal token-compression protocol for Cavekit agent artifacts, handoff notes, artifact summaries, context bundles, review notes, status lines. NOT the user-facing /caveman skill; that one compresses assistant replies to the user. This skill compresses machine-to-machine prose so the next agent in the loop reads fewer tokens. Three intensities (lite / full / ultra) with automatic selection based on budget pressure. Used by task-builder, builder, inspector, verifier, convergence-monitor, and the stop-hook status block.
Use Caveman Internal Protocol in Claude, ChatGPT or Ahel Desktop
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Also: Claude Code · Cursor · Codex
Then ask your AI: use the Caveman Internal Protocol skill
Details
Instructions available. Your AI can read the instructions. Execution depends on the setup they require.
Account requirements not reviewed. Check the skill instructions before use; Ahel provides instructions and does not run this skill.
No other account needed.
Add Ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.
What this skill tells your AI
The instructions your AI receives, as published by hashgraph-online/awesome-codex-plugins in plugins/JuliusBrussee/blueprint/skills/caveman-internal/SKILL.md and read by Ahel’s review.
Scope
IN-scope (compress)
- Artifact summaries written to
.cavekit/artifacts/ - Context bundles between tasks (
.cavekit/context-bundles/) - Review notes and gap lists (non-user-facing)
state.mdnotes:field andloop-log.mdentries- Status-block body (dashboard injected by the stop hook)
- Inter-agent handoff memos
OUT-of-scope (never compress)
- Source code (any language, any file)
- Git commit messages and PR descriptions
- Kits (specs), build sites, DESIGN.md
- Error messages that a human will act on
- Security warnings and deprecation notices
- Structured findings tables (P0/P1/P2/P3, coverage matrices)
- Regression test names and assertion messages
Compressing out-of-scope content is a bug. If a reader cannot act on a compressed artifact, regenerate it verbose and log a caveman fallback — see "Fallback protocol" below.
Intensity levels
Lite — trim the fat (~20% savings)
Professional tone. Grammar intact. Drop filler, pleasantries, hedging. Keep articles and full sentences.
Rate-limit middleware passes unit tests. Integration failed on 429 header case sensitivity. Fix in progress.
Full — default (~40% savings)
Classic caveman. Drop articles, filler, pleasantries. Fragments fine.
Technical terms stay exact. Pattern: [thing] [action] [reason]. [next].
Rate-limit mw pass unit. Integration fail on 429 header case. Fixing.
Ultra — maximum grunt (~65% savings)
Telegraphic. Abbreviate common terms (DB, auth, config, req, res, fn, impl, mw, mcp). Arrow notation for causality. One-word answers when enough.
mw ok, int fail header case → fix
Automatic intensity selection
Consult the session budget ledger before writing an internal artifact:
| Budget remaining | Intensity |
|---|---|
| > 50 % | lite |
| 20 – 50 % | full |
| < 20 % | ultra |
Override rules:
depth = thoroughtasks clamp to lite regardless of pressure (accuracy matters more than tokens when the stakes are high).phase = inspectingclamps to lite for the gap-analysis output.- Security-sensitive artifacts clamp to lite.
- If the caller sets
caveman_intensityexplicitly in the artifact envelope, use that and skip auto-selection.
See references/budget-thresholds.md for the detailed decision table.
Fallback protocol
If a downstream reader cannot reconstruct intent from a compressed artifact:
- Regenerate the artifact in full prose (no compression).
- Append a one-line entry to
state.md's "Caveman fallbacks" section:- 2026-04-17T12:34Z T-017 verifier fallback: artifact summary re-expanded - If the same artifact category fails 3+ times in one session, clamp that
category to
litefor the rest of the session and log tostate.md.
Envelope
Every compressed artifact carries a tiny header:
<!-- caveman: intensity=full version=1 -->
Readers that see this header know the body is compressed and apply the reverse-expansion grammar (re-add articles, re-expand abbreviations) when rendering for a human.
Examples
| Verbose | Full | Ultra |
|---|---|---|
| "The build completed successfully after three waves." | "Build complete. 3 waves." | "Build ok 3w" |
| "All tests pass, but one test was skipped due to a missing fixture." | "Tests pass. One skipped, missing fixture." | "Tests ok 1 skip fx" |
| "The reviewer flagged two critical issues in the auth middleware." | "Reviewer: 2 P0 in auth mw." | "Rev 2 P0 auth mw" |
Integration with the existing caveman skill
The user-facing caveman skill governs how the assistant speaks to the user
during a session (answers, explanations, replies). This caveman-internal
skill governs how agents write artifacts for each other. Both must be on
or both off for a coherent experience, so caveman_mode = off in config also
disables this skill.
Signals
- GitHub stars
- 1k
- Forks
- 316
- Last commit
- Oct 2026
Advanced
- Item type
- skill
- Key
caveman-internal- Source
- github.com/hashgraph-online/awesome-codex-plugins
github.com/hashgraph-online/awesome-codex-plugins
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