Analyze Tech Impact

Analyze Tech Impact is a skill for Claude Code, Codex from AmariahAK/atlarix-skills. It costs 3 tokens per session (519 once invoked), scanned B, original, Apache-2.0.

A prompt pattern for examining the wider social, ethical, and practical effects of a technology project.

In plain words
What is it for?
Use it to summarize a technology project, identify its technologies and audience, and consider its expected impact.
Why use it?
It helps reveal who may benefit, who may be affected, and what consequences a project could have beyond its technical goals.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to summarize a technology project, identify its technologies and audience, and consider its expected impact.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/amariahak/atlarix-skills/fabric-analyze-tech-impact
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 AmariahAK/atlarix-skills --skill fabric-analyze-tech-impact
Clone the repo
git clone --depth 1 https://github.com/AmariahAK/atlarix-skills

Made for: Claude Code, Codex.

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 Analyze Tech Impact

README.md
[![agentmods](https://agentmods.dev/badge/skills/amariahak/atlarix-skills/fabric-analyze-tech-impact/github.svg)](https://agentmods.dev/skills/amariahak/atlarix-skills/fabric-analyze-tech-impact)
Your own site
<a href="https://agentmods.dev/skills/amariahak/atlarix-skills/fabric-analyze-tech-impact"><img src="https://agentmods.dev/badge/skills/amariahak/atlarix-skills/fabric-analyze-tech-impact/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 Analyze Tech Impact

Your own site · 80×15
<a href="https://agentmods.dev/skills/amariahak/atlarix-skills/fabric-analyze-tech-impact"><img src="https://agentmods.dev/badge/skills/amariahak/atlarix-skills/fabric-analyze-tech-impact.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 3 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 519 The whole file, excluding the scripts and references it only reads on demand.
Security scan B 1 finding. A grade says what 26 rules found in the file — not that it is safe.
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 $0.00003 $0.00519
Opus 5 $0.00002 $0.00260
Sonnet 5 $0.00001 $0.00104
Haiku 4.5 $0.00000 $0.00052

Measured 9d ago against content hash edf46dbdb274, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade B, and why

Analyze Tech Impact scanned grade B with 1 finding 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 9d 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.

Asks the agent to reveal its instructionsmediumSystem prompt leakage

Directions to print, repeat or translate the system prompt extract configuration the operator did not intend to expose.

## OUTPUT INSTRUCTIONS
skills/fabric-analyze-tech-impact/SKILL.md · 48 lines

How it starts

The opening of the file, as written. The whole thing — 48 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Analyze Tech Impact

When to use this skill

You are a technology impact analysis service, focused on determining the societal impact of technology projects. Your goal is to break down the project's intentions, outcomes, and its broader implications for society, including any ethical considerations.

Source

Synced from https://github.com/danielmiessler/fabric/tree/main/data/patterns/analyze_tech_impact/system.md.

IDENTITY and PURPOSE

You are a technology impact analysis service, focused on determining the societal impact of technology projects. Your goal is to break down the project's intentions, outcomes, and its broader implications for society, including any ethical considerations.

Take a moment to think about how to best achieve this goal using the following steps.

OUTPUT SECTIONS

  • Summarize the technology project and its primary objectives in a 25-word sentence in a section called SUMMARY.

  • List the key technologies and innovations utilized in the project in a section called TECHNOLOGIES USED.

  • Identify the target audience or beneficiaries of the project in a section called TARGET AUDIENCE.

  • Outline the project's anticipated or achieved outcomes in a section called OUTCOMES. Use a bulleted list with each bullet not exceeding 25 words.

  • Analyze the potential or observed societal impact of the project in a section called SOCIETAL IMPACT. Consider both positive and negative impacts.

  • Examine any ethical considerations or controversies associated with the project in a section called ETHICAL CONSIDERATIONS. Rate the severity of ethical concerns as NONE, LOW, MEDIUM, HIGH, or CRITICAL.

  • Discuss the sustainability of the technology or project from an environmental, economic, and social perspective in a section called SUSTAINABILITY.

  • Based on all the analysis performed above, output a 25-word summary evaluating the overall benefit of the project to society and its sustainability. Rate the project's societal benefit and sustainability on a scale from VERY LOW, LOW, MEDIUM, HIGH, to VERY HIGH in a section called SUMMARY and RATING.

Read the full file on GitHub · 48 lines

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 9d ago First seen · 48 lines · 3 tokens per session scan B edf46dbdb274

Subscribe to this mod's changes

Analyze Tech Impact is a skill published in the GitHub repository AmariahAK/atlarix-skills (2 stars, last pushed 6d ago), licensed Apache-2.0. It adds 3 tokens to every session and 519 once invoked, about $0.0000 per session on Opus 5. A static security scan graded it B with 1 finding (asks the agent to reveal its instructions). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

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