ai-human-centered-approach

ai-human-centered-approach is a skill for Claude Code from fatihguner/foreman. It costs 119 tokens per session (3,906 once invoked), scanned A, original, MIT.

A leadership skill that puts people’s needs and experiences at the centre of decisions about artificial intelligence.

In plain words
What is it for?
Use it when planning human-focused AI initiatives, reviewing impacts on people, or guiding change.
Why use it?
It helps teams consider how AI affects people, instead of judging ideas only by technical or business criteria.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the foreman plugin — 142 skills, 60 commands, 7 agents shipped together

Good fit Use it when planning human-focused AI initiatives, reviewing impacts on people, or guiding change.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/fatihguner/foreman/ai-human-centered-approach
Install

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.

Any agent
npx skills add fatihguner/foreman --skill ai-human-centered-approach
Clone the repo
git clone --depth 1 https://github.com/fatihguner/foreman

Made for: Claude Code.

Or install foreman, the plugin that ships this one along with the rest of its 142 skills, 60 commands, 7 agents.

Wrote 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.

agentmods badge for ai-human-centered-approach

README.md
[![agentmods](https://agentmods.dev/badge/skills/fatihguner/foreman/ai-human-centered-approach/github.svg)](https://agentmods.dev/skills/fatihguner/foreman/ai-human-centered-approach)
Your own site
<a href="https://agentmods.dev/skills/fatihguner/foreman/ai-human-centered-approach"><img src="https://agentmods.dev/badge/skills/fatihguner/foreman/ai-human-centered-approach/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.

agentmods 80×15 button for ai-human-centered-approach

Your own site · 80×15
<a href="https://agentmods.dev/skills/fatihguner/foreman/ai-human-centered-approach"><img src="https://agentmods.dev/badge/skills/fatihguner/foreman/ai-human-centered-approach.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 119 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,906 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00119 $0.03906
Opus 5 $0.00060 $0.01953
Sonnet 5 $0.00024 $0.00781
Haiku 4.5 $0.00012 $0.00391

Measured 4d ago against content hash cfe6d8b93cd5, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

ai-human-centered-approach 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 4d ago.

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.

plugins/foreman/skills/ai-human-centered-approach/SKILL.md · 197 lines

How it starts

The opening of the file, as written. The whole thing — 197 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Read runtime and advisory rules before applying this skill. Other Foreman layers and the catalog are in ../../content/, relative to this SKILL.md.

AI Human-Centered Approach

Five fears live in every organisation contemplating AI, and not one of them is "robots will take my job." Ask employees what truly unsettles them, and the answers are more nuanced and more damning than the headlines suggest. They fear the loss of control -- that an algorithm will dictate their pace, their priorities, their breaks. They fear invisibility -- becoming a data point in a system that cannot see them as whole people. They fear the death of judgment -- that their expertise, built over years, will be overridden by a model trained on last quarter's numbers. They fear surveillance dressed as optimisation. And they fear the silence of leaders who deploy AI without ever asking how it feels on the receiving end. These fears do not appear in the ROI calculations that justify AI investment. They appear in the turnover data twelve months later.


The Framework

The Misconception: Human Users Do Not Equal Human-Centred

An executive once insisted that his company's use of AI was human-centred. His reasoning was simple: the end users were humans, so any AI they used was, by definition, human-centred. This logic is widespread and entirely wrong. Deploying AI in a company made up of humans does not make the deployment human-centred any more than serving food in a restaurant makes it nutritious. A human-centred approach means adopting AI technologies in responsible and adaptive ways to improve people's performance, work lives, and experiences -- across dimensions that include not just efficiency but happiness, confidence, control, and a sense that what they do matters.

Why AI Projects Fail When Leaders Ignore the Emotional Response

A CTO at a mid-sized company decided that the department producing reports -- marketing campaign impact, sales figures, delivery metrics -- should be supervised by an algorithm. The algorithm monitored worker pace, continuously adjusted targets based on prior performance, and flagged underperformers. The intent was more accurate reporting, delivered faster.

Read the full file on GitHub · 197 lines

Changes

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.

  1. 4d ago Changed · +196 lines · +119 tokens per session cfe6d8b93cd5
  2. 11d ago First seen · 1 lines · 0 tokens per session scan A a76bbca7fe69

Subscribe to this mod's changes

ai-human-centered-approach is a skill published in the GitHub repository fatihguner/foreman (50 stars, last pushed 5d ago), licensed MIT. It adds 119 tokens to every session and 3,906 once invoked, about $0.0006 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 2026-08-30.

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