Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add alivirgo/Major-AI-Skills --skill combine-human-speed-with-ai-scalegit clone --depth 1 https://github.com/alivirgo/Major-AI-SkillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/alivirgo/major-ai-skills/combine-human-speed-with-ai-scale)<a href="https://agentmods.dev/skills/alivirgo/major-ai-skills/combine-human-speed-with-ai-scale"><img src="https://agentmods.dev/badge/skills/alivirgo/major-ai-skills/combine-human-speed-with-ai-scale/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/alivirgo/major-ai-skills/combine-human-speed-with-ai-scale"><img src="https://agentmods.dev/badge/skills/alivirgo/major-ai-skills/combine-human-speed-with-ai-scale.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00026 | $0.00971 |
| Opus 5 | $0.00013 | $0.00485 |
| Sonnet 5 | $0.00005 | $0.00194 |
| Haiku 4.5 | $0.00003 | $0.00097 |
Grade A, and why
combine-human-speed-with-ai-scale scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured yesterday.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 97 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Combine Human Judgment with AI Scale (The Centaur Workflow) (AI Skill)
Overview
Treating AI as a fully autonomous replacement for human thinking leads to generic outputs and undetected errors. Conversely, refusing to use AI out of skepticism leaves massive productivity gains on the table.
The Centaur Workflow Model pairs human strategic direction, domain taste, and editorial judgment with AI's unmatched scale, speed, and pattern synthesis.
The Centaur Division of Labor
┌─────────────────────────────────────────────────────────────┐
│ The Centaur Division of Labor │
│ │
│ HUMAN RESPONSIBILITY (20% Input, 80% Leverage): │
│ • Strategic intent & goal definition │
│ • Domain taste, humor, & empathetic tone │
│ • High-stakes trade-off decisions │
│ • Final truth & safety verification │
│ │
│ AI ENGINE (80% Raw Execution at Scale): │
│ • Synthesizing 50-page PDFs into structured tables │
│ • Scaffolding boilerplate code & unit test suites │
│ • Generating 10 variations of a layout or headline │
│ • Format conversions (JSON $\leftrightarrow$ CSV $\leftrightarrow$ Markdown)│
└─────────────────────────────────────────────────────────────┘
The 4-Stage Centaur Production Loop
┌───────────────────────────────────────────────────────────────────────────┐
│ 1. SEED (Human) ──► Define the insight, angle, and hard constraints │
│ 2. DRAFT (AI) ──► Scaffold the comprehensive structure & code │
│ 3. STEER (Human) ──► Spot-fix awkward cadence, verify logic & edge cases│
│ 4. SHIP (Combined) ──► High-speed delivery with 100% human quality control│
└───────────────────────────────────────────────────────────────────────────┘
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- yesterday Changed · -12 tokens per session 8ae74adea0d4
- 7d ago First seen · 97 lines · 38 tokens per session scan A a5ba6a31bded
combine-human-speed-with-ai-scale is a skill published in the GitHub repository alivirgo/Major-AI-Skills (1 stars, last pushed today), licensed MIT. It adds 26 tokens to every session and 971 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-05.
Other skills, from other repositories
ad-creative-v2
Ad Creative workflow skill. Use this skill when the user needs Create, iterate, and scale paid ad creative for Google Ads, Meta, LinkedIn, TikTok, and similar platforms. Use when generating headlines, descriptions, primary text, or large sets of ad variations for testing and performance optimization and the operator…
ad-creative
Ad Creative workflow skill. Use this skill when the user needs Create, iterate, and scale paid ad creative for Google Ads, Meta, LinkedIn, TikTok, and similar platforms. Use when generating headlines, descriptions, primary text, or large sets of ad variations for testing and performance optimization and the operator…
advogado-criminal-v2
ADVOGADO CRIMINALISTA SENIOR — ESPECIALISTA EM DIREITO PENAL E MARIA DA PENHA workflow skill. Use this skill when the user needs Advogado criminalista especializado em Maria da Penha, violencia domestica, feminicidio, direito penal brasileiro, medidas protetivas, inquerito policial e acao penal and the operator should…
ai-engineering-toolkit
AI Engineering Toolkit workflow skill. Use this skill when the user needs 6 production-ready AI engineering workflows: prompt evaluation (8-dimension scoring), context budget planning, RAG pipeline design, agent security audit (65-point checklist), eval harness building, and product sense coaching and the operator…
airtable-automation-v2
Airtable Automation via Rube MCP workflow skill. Use this skill when the user needs Automate Airtable tasks via Rube MCP (Composio): records, bases, tables, fields, views. Always search tools first for current schemas and the operator should preserve the upstream workflow, copied support files, and provenance before…
Cursor Workflow Optimizer
Master Cursor IDE with optimal configurations, custom rules, MCP integrations, and workflow patterns that 10x developer productivity.