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Deterministic search across arXiv, PubMed/PMC, and US policy corpora with daily freshness cutoffs.
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
SOC 職業分類に基づく
AI-powered Draw.io diagram generation with real-time browser preview. Create flowcharts, architecture diagrams, sequence diagrams, and cloud infrastructure diagrams (AWS/GCP/Azure) using natural language. Supports animated connectors, real-time editing, and structured A–H format extraction from text or images.
Multi-agent autonomous startup system for Claude Code. Triggers on "Loki Mode". Orchestrates 100+ specialized agents across engineering, QA, DevOps, security, data/ML, business operations, marketing, HR, and customer success. Takes PRD to fully deployed, revenue-generating product with zero human intervention. Features Task tool for subagent dispatch, parallel code review with 3 specialized reviewers, severity-based issue triage, distributed task queue with dead letter handling, automatic deployment to cloud providers, A/B testing, customer feedback loops, incident response, circuit breakers, and self-healing. Handles rate limits via distributed state checkpoints and auto-resume with exponential backoff. Requires --dangerously-skip-permissions flag.
When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," "hypothesis," "should I test this,"...
Triage acc's open promises and close them with honest real-world verdicts via acc_act(runtime="outcome").
Drain acc's deliberation queue — open/waiting brain_frames checkpointed by headless runs — via acc_act(runtime="continue").
Route a goal through acc's scored-memory loop via acc_act(runtime="solve"); deliberate any returned brain_frame and submit via continue.
| name | ii-commons |
| description | Deterministic search across arXiv, PubMed/PMC, and US policy corpora with daily freshness cutoffs. |
| category | research |
| risk | safe |
| source | community |
| source_repo | Intelligent-Internet/II-Commons-Skills |
| source_type | community |
| date_added | 2026-05-26 |
| author | Intelligent Internet |
| tags | ["research","arxiv","pubmed","pmc","policy","retrieval","cli","codex"] |
| tools | ["claude","cursor","gemini","codex","antigravity"] |
| license | Apache-2.0 |
| license_source | https://github.com/Intelligent-Internet/II-Commons-Skills/blob/main/LICENSE |
II-Commons provides deterministic retrieval for research agents across arXiv, PubMed/PMC, and supported US policy corpora. Use it when a task needs reproducible search, metadata lookup, full-document Markdown retrieval, or a freshness check before answering with recent evidence.
The upstream project publishes a Node.js CLI as @intelligentinternet/ii-commons and a full agent skill at skills/ii-commons/.
Run cutoff before freshness-sensitive searches:
npx @intelligentinternet/ii-commons cutoff
Report the relevant cutoff date before interpreting recent results.
Use this argv shape. Literal examples can be typed as shown, but when the query comes from a user prompt, pass it as an argument array through the runner API instead of interpolating it into a shell string. Double quotes do not protect against command substitution in generated shell commands.
npx @intelligentinternet/ii-commons search arxiv "large language model inference" --max-results 10
npx @intelligentinternet/ii-commons search pubmed "type 2 diabetes review" --start 20240000 --max-results 10
npx @intelligentinternet/ii-commons search policy "state overtime rule for agricultural workers" --jurisdictions US-CA --max-results 10
spawnSync("npx", [
"@intelligentinternet/ii-commons",
"search",
"arxiv",
userQuery,
"--max-results",
"10",
]);
Choose arxiv for preprints and technical research, pubmed for biomedical and clinical literature, and policy for supported US policy corpora.
Use stable identifiers from search results:
npx @intelligentinternet/ii-commons meta "arXiv:2402.03578"
npx @intelligentinternet/ii-commons markdown "PMCID:PMC11152602"
Build summaries from search results first, then request Markdown when detailed inspection or full-document grounding is needed.
Run the CLI with npx:
npx @intelligentinternet/ii-commons --help
Or install globally:
npm install -g @intelligentinternet/ii-commons
ii-commons cutoff
To install the full upstream agent skill, install the skills/ii-commons/ folder from:
https://github.com/Intelligent-Internet/II-Commons-Skills
--start and --end for time-bounded arXiv and PubMed searches.arXiv:<id>, PMID:<id>, PMCID:PMC<id>, and policy:<jurisdiction>:<id>.cutoff as the authoritative freshness boundary for each corpus.commons.ii.inc.https://commons.ii.inc/.II_COMMONS_API_KEY values.