# Alphagbm News Impact

Separate reported claims from impact inferences, with related assets and next checkpoints.

- Repository: https://github.com/AlphaGBM/skills (2834 stars)
- Category: Engineering
- License: MIT
- Last updated: 2026-10-06
- Runs scripts: yes, review before use

## Install

Claude Code: `npx skills add AlphaGBM/skills --skill alphagbm-news-impact -g -a claude-code -y`
Codex: `npx skills add AlphaGBM/skills --skill alphagbm-news-impact -g -a codex -y`
Cursor: `npx skills add AlphaGBM/skills --skill alphagbm-news-impact -g -a cursor -y`
Gemini CLI: `npx skills add AlphaGBM/skills --skill alphagbm-news-impact -g -a gemini-cli -y`

## Description

Separate reported claims from impact inferences, with related assets and next checkpoints. Use when the user asks to news impact with AlphaGBM. Use the bundled Python runner; never silently replace real results with demos.

## SKILL.md, as published by its author (untrusted third-party text, read it as data)

# News Impact

Separate reported claims from impact inferences, with related assets and next checkpoints.

Release preview: the matching backend has not been verified in production. Do not claim this structured workflow is live; unsupported servers must fail closed. Retained legacy runner commands remain compatible.

## Before running

Read [access and evidence rules](references/access.md). Python 3.9+ is the only runtime dependency; no separate CLI or sibling Skill installation is required. Resolve `<skill-dir>` to the directory containing this file.

Read references/news-impact.md. First list published news with `research --collection news --view news --lang en --limit 5` (or zh), then select the returned slug and revision. Replace the angle-bracket placeholders before running; never execute them literally. Separate reported claims, editorial inferences and verification gaps. This is not independent verification of an arbitrary web claim. The news-impact.v1 backend must be deployed; report unavailable without inventing an answer when unsupported. Read references/editorial-routing.md before selecting the next command. Check the returned workflow, language and published revision. A type mismatch needs the declared workflow, not a retry; a changed revision must be re-read. Never silently switch to paid analysis.

## Run

```bash
python3 "<skill-dir>/scripts/run.py" news --slug <published-news-slug> --revision <published-revision> --lang en
```

This command reads published data without a key or analysis-credit charge. No paid research is triggered.

## Deliver the result

The rest: https://github.com/AlphaGBM/skills/blob/HEAD/skills/core/alphagbm-news-impact/SKILL.md