agentic-token-efficiency-master-rule SKILL.md skillA
agentic-token-efficiency-master-rule from alivirgo/major-ai-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add alivirgo/major-ai-skills/agentic-token-efficiency-master-rule@git:20260910.c429a71Pins git:20260910.c429a71 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- alivirgo/major-ai-skills
- Path
skills/agentic-token-efficiency-master-rule/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260910.c429a71, committed Sep 10, 2026
- First version recorded
- Aug 26, 2026
- Size
- 5,016 bytes
- Repository stars
- 2
- License
- MIT
Plan context use, bounded file inspection, tool output, and response length for coding-agent tasks with an explicit token budget.
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
# Agentic Token Efficiency Master Constitution (Zero-Waste Agent Architecture) ## Overview In multi-turn autonomous coding environments (Antigravity, Claude Code, OpenAI Codex, OpenClaw), token consumption scales quadratically ($O(N^2)$) if context is not rigorously managed. Unoptimized agents dump 2,000-line files into context, execute verbose shell commands, and generate lengthy conversational commentary - exhausting context windows, degrading attention, and multiplying API costs 10x. The **Agentic Token Efficiency Master Constitution** defines the 5 non-negotiable operational axioms that every high-performance AI coding agent must enforce across tool execution, context ingestion, and code mutation. --- ## The 5 Operational Axioms of High-Performance Agents ``` ┌─────────────────────────────────────────────────────────────┐ │ The 5 Token Efficiency Axioms │ │ │ │ AXIOM 1: SURGICAL SLICING ──► Read 40 lines, not 2,000 │ │ AXIOM 2: ATOMIC PATCHING ──► Replace 5 lines, not file │ │ AXIOM 3: PORCELAIN SHELL ──► Silent, compact CLI flags │ …
Read the whole file at its exact version.
How to install
mdr add alivirgo/major-ai-skills/agentic-token-efficiency-master-rule@sha256:81a1fa3c9e1c8effThe line at the top of this page pins the label git:20260910.c429a71, 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.
[](https://markdownregistry.com/a/art_e6mwuldgmwtd4vpg)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Aug 26, 2026 and Sep 10, 2026, about one every 8 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260910.c429a71 latest | 2026-09-10 | c429a71 | 5,016 B | A | view · diff |
| git:20260826.1e28b95 | 2026-08-26 | 1e28b95 | 5,053 B | A | view · diff |
| git:20260826.04755d9 | 2026-08-26 | 04755d9 | 5,058 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (5016 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
alivirgo/major-ai-skills · 2 stars · license MIT · pushed 2026-10-21 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_e6mwuldgmwtd4vpg GET https://markdownregistry.com/api/v1/resolve?ref=alivirgo/major-ai-skills/agentic-token-efficiency-master-rule GET https://markdownregistry.com/api/v1/blob/81a1fa3c9e1c8eff0eec95232b323d9ab586bb21d655102a3e6c9e019fce2a0a
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.