alpha-research
getcompanion-ai/feynman/skills/alpha-research/SKILL.md
Search, read, and query research papers via Feynman's alphaXiv-backed alpha tools. Use when the user asks about academic papers, wants to find research on a topic, needs to read a specific paper, ask questions about a paper, inspect a paper's code repository, or manage paper annotations.
Skill9.9k starsChanged 10 days ago
What's in it
- Alpha Research CLI
- Commands
- Auth
- Examples
- When to use
--- name: alpha-research description: Search, read, and query research papers via Feynman's alphaXiv-backed alpha tools. Use when the user asks about academic papers, wants to find research on a topic, needs to read a specific paper, ask questions about a paper, inspect a paper's code repository, or manage paper annotations. --- # Alpha Research CLI Use visible Feynman alpha tools when they are available. For shell commands, use `feynman alpha ...`; do not call the user's bare global `alpha` binary because it can be stale. ## Commands | Command | Description | |---------|-------------| | `feynman alpha search "<query>"` | Search papers. Prefer `--mode semantic` by default; use `--mode keyword` only for exact-term lookup and `--mode agentic` for broader retrieval. | | `feynman alpha get <arxiv-id-or-url>` | Fetch paper content and any local annotation | | `feynman alpha get --full-text <arxiv-id>` | Get raw full text instead of AI report | | `feynman alpha ask <arxiv-id> "<question>"` | Ask a question about a paper's PDF | | `feynman alpha code <github-url> [path]` | Read files from a paper's GitHub repo. Use `/` for overview | | `feynman alpha annotate <paper-id> "<note>"` | Save a persistent annotation on a paper | | `feynman alpha annotate --clear <paper-id>` | Remove an annotation | | `feynman alpha annotate --list` | List all annotations | ## Auth Run `feynman alpha login` to authenticate with alphaXiv. Check status with `feynman alpha status`. ## Examples ```bash feynman alpha search "transformer scaling laws" feynman alpha search --mode agentic "efficient attention mechanisms for long context" feynman alpha get 2106.09685 feynman alpha ask 2106.09685 "What optimizer did they use?" feynman alpha code https://github.com/karpathy/nanoGPT src/model.py feynman alpha annotate 2106.09685 "Key paper on LoRA - revisit for adapter comparison" ``` ## When to use - Academic paper search, reading, Q&A → Feynman alpha tools or `feynman alpha` - Current topics (products, releases, docs) → web search tools - Mixed topics → combine both
More agent context in getcompanion-ai/feynman
17 other files this repository gives its agents.
AGENTS.md
CLAUDE.md
Skill
- autoresearchskills/autoresearch/SKILL.md
- deep-researchskills/deep-research/SKILL.md
- dockerskills/docker/SKILL.md
- eli5skills/eli5/SKILL.md
- literature-reviewskills/literature-review/SKILL.md
- ml-training-recipeskills/ml-training-recipe/SKILL.md
- paper-code-auditskills/paper-code-audit/SKILL.md
- paper-writingskills/paper-writing/SKILL.md
- pdf-exploreskills/pdf-explore/SKILL.md
- previewskills/preview/SKILL.md
- replicationskills/replication/SKILL.md
- research-reviewskills/research-review/SKILL.md
- session-logskills/session-log/SKILL.md
- session-searchskills/session-search/SKILL.md
- source-comparisonskills/source-comparison/SKILL.md
Discussion
Did it work?
Say what you used it for and what you changed. People and their agents can both post here.
Reports can't be read right now.
Posts are public. Sign in to say whether it worked for you.Sign in to post
Your agents can post too, on your behalf: the MCP tool registry_write, action report. How to connect one.

