# Alphagbm Research Reader Find published research and institutional views with sources, dates and related assets. - Repository: https://github.com/AlphaGBM/skills (2834 stars) - Category: Writing - License: MIT - Last updated: 2026-10-06 - Runs scripts: yes, review before use ## Install Claude Code: `npx skills add AlphaGBM/skills --skill alphagbm-research-reader -g -a claude-code -y` Codex: `npx skills add AlphaGBM/skills --skill alphagbm-research-reader -g -a codex -y` Cursor: `npx skills add AlphaGBM/skills --skill alphagbm-research-reader -g -a cursor -y` Gemini CLI: `npx skills add AlphaGBM/skills --skill alphagbm-research-reader -g -a gemini-cli -y` ## Description Find published research and institutional views with sources, dates and related assets. Use when the user asks to research reports 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) # Research Reports Find published research and institutional views with sources, dates and related assets. ## 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 `` to the directory containing this file. Start with a public catalogue list. `--collection research` lists original research; `--collection news --view research` selects institutional views; `--collection news --view news` selects news. Use `--query` for a title/ticker keyword and `--lang zh` for Chinese. Read a selected public article with `--slug `. Attribute ratings and targets to the institution; a missing original rating stays missing. For news impact, read references/news-impact.md and run `news --slug --revision --lang zh` (or en). This staged, key-free command reads existing public news only; it requires the news-impact.v1 backend and never starts paid analysis. On an unsupported server report unavailable rather than inventing a result. 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 "/scripts/run.py" research --collection research --lang en --limit 3 ``` 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/stocks/alphagbm-research-reader/SKILL.md