person-research
Systematic public figure research — bio, work history, publications, talks, social presence, and engagement patterns. Use when researching people for content creation, outreach, or partnership evaluation.
| Model | Source |
|---|---|
| sonnet | pack: recon |
Overview
Section titled “Overview”Phase 1 — Scope Check
Section titled “Phase 1 — Scope Check”Before any research:
- Confirm the subject is a public figure (has professional web presence, public bio, or published work)
- Confirm the use case is one of: content creation, outreach preparation, partnership evaluation, or speaker research
- If either check fails → stop and ask for clarification
Phase 2 — Public Profile Research
Section titled “Phase 2 — Public Profile Research”→ See reference/public-profile.md
Covers: official bio, current role, career history, educational background, published writing
Full Reference
Person Research
Section titled “Person Research”Systematic research process for public figures. Builds a structured brief covering professional background, published work, speaking history, and social media presence. Output feeds content creation, outreach personalization, and partnership evaluation.
PUBLIC INFORMATION ONLY. Never research private individuals. Flag any information that appears non-public, sourced from data leaks, or obtained through unofficial channels. If the target is not a public figure with a clear professional presence, stop and ask for clarification.
Quick Reference
Section titled “Quick Reference”| Item | Value |
|---|---|
| Scope | Public figures only — no private individuals |
| Output | Structured person research brief |
| Sources | Official site, LinkedIn, social platforms, press, publications |
| Privacy gate | Stop immediately if non-public info surfaces |
| Research order | Profile → Publications → Talks → Social → Brief |
Reference Index
Section titled “Reference Index”| I want to… | File |
|---|---|
| Research bio, work history, and publications | reference/public-profile.md |
| Analyze social platforms, posting patterns, and engagement | reference/social-presence.md |
| Format the final person research brief | reference/output-format.md |
Usage: Read the reference file for your current phase. Run all research before generating output — never output partial findings mid-research.
Process Overview
Section titled “Process Overview”Phase 1 — Scope Check
Section titled “Phase 1 — Scope Check”Before any research:
- Confirm the subject is a public figure (has professional web presence, public bio, or published work)
- Confirm the use case is one of: content creation, outreach preparation, partnership evaluation, or speaker research
- If either check fails → stop and ask for clarification
Phase 2 — Public Profile Research
Section titled “Phase 2 — Public Profile Research”→ See reference/public-profile.md
Covers: official bio, current role, career history, educational background, published writing, and conference talks. Uses public sources only: personal/company site, LinkedIn, Google Scholar, YouTube, podcast directories.
Phase 3 — Social Presence Analysis
Section titled “Phase 3 — Social Presence Analysis”→ See reference/social-presence.md
Covers: platform usage, posting frequency, content themes, engagement style, and audience signals. Analyzes public-facing behavior — no follower data scraping, no DM analysis.
Phase 4 — Brief Generation
Section titled “Phase 4 — Brief Generation”→ See reference/output-format.md
Assembles all findings into a structured brief with confidence levels per section and a recommended approach for the intended use case.
Privacy Guardrails
Section titled “Privacy Guardrails”| Situation | Action |
|---|---|
| Subject has no public professional presence | Stop — not a public figure. Ask for clarification. |
| Information appears to be from a data breach or leak | Flag and exclude — do not include non-public data |
| Home address, personal phone, or private email found | Do not record — these are never public-figure research targets |
| Family members who are not themselves public figures | Exclude entirely |
| Medical, financial, or legal records | Out of scope — never include |
┏━ 🔍 person-research ━━━━━━━━━━━━━━━━━━━━━━━━━━┓ ┃ Researching public figure — building brief ┃ ┗━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┛