| name | orbitops-research |
| description | Verify and cite TASA / B5G / NTN / 3GPP / Nephio / O-RAN / NVIDIA Aerial / AODT / Sionna RT / RunSpace facts with primary sources. Use when adding any external claim to docs or pitch. |
Overview
Authoritative source-cited research workflow. Every fact must carry a primary source URL, publication date, and confidence (High / Medium / Low). Versions never guessed — if uncertain, mark "需安裝前再次確認" with a one-line verification command.
Triggers
- Any task that adds an external claim to
docs/00_research_2026_04.md, docs/06_runspace_pitch_outline.md, demo scripts, or simulation parameters.
- Any version pin in
docs/09_installation_research.md or pyproject.toml / package.json.
- Slash command
/research <topic>.
Inputs
- A topic or claim (e.g., "Rel-19 Store-and-Forward freeze date", "Nephio R5 ArgoCD support").
- Existing entries in
docs/00_research_2026_04.md and docs/10_links.md (allowlist).
Step-by-step workflow
- Search primary first:
tasa.org.tw, 3gpp.org, docs.nephio.org, o-ran.org, developer.nvidia.com, GitHub releases pages.
- WebFetch the most authoritative-looking hit for full content; copy quote + URL.
- Verify version pins with
gh api repos/<owner>/<repo>/releases/latest for each tool.
- Compose entry: 1-sentence claim + URL + date + confidence + 1-line implication for OrbitOps Copilot.
- Append to
docs/00_research_2026_04.md under correct §; add URL to docs/10_links.md if new.
- Anonymity scan: never name teams / schools / individuals; only public organizations / programs / products.
- Summary ≤ 200 words listing what you added.
Output format
| 事實 | 來源 | 日期 | 信心度 | 影響 |
|---|---|---|---|---|
| <one-sentence claim> | [<title>](<URL>) | YYYY-MM-DD | High/Medium/Low | <1-line> |
Verification checklist
Common failure modes
- Citing Wikipedia as primary for a 3GPP spec (use 3gpp.org instead).
- Quoting a vendor blog as a standards claim (cross-check 3GPP docs).
- Inventing a version number when the GitHub releases page would not respond — mark as needs-verify, do not guess.
- Letting an LLM-summarized "fact" through without re-reading the source.
Forbidden actions
- Fabricating dates, version numbers, or organization names.
- Modifying code or services.
- Adding URLs not in
docs/10_links.md allowlist without first appending them there.
- Editing other agents' specs/ADRs.