ApertureOscillation
3-pass scope oscillation that holds a question constant while shifting zoom — narrow/tactical, wide/strategic, then synthesis — to surface design tensions,…
Ethical people-finding and identity verification via parallel research agents across people-search sites, social media, public records, and reverse phone/email/image/username lookups, with confidence-scored results requiring 3+ matching identifiers. USE WHEN find person, locate
$ npx -y skills add danielmiessler/personal_ai_infrastructure --skill PrivateInvestigator --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/PrivateInvestigatorContext preview
The summary Claude sees to decide when to auto-load this skill.
Ethical people-finding and identity verification via parallel research agents across people-search sites, social media, public records, and reverse phone/email/image/username lookups, with confidence-scored results requiring 3+ matching identifiers. USE WHEN find person, locate
name: PrivateInvestigator version: 1.1.18 description: "Ethical people-finding and identity verification via parallel research agents across people-search sites, social media, public records, and reverse phone/email/image/username lookups, with confidence-scored results requiring 3+ matching identifiers. USE WHEN find person, locate person, reconnect, lost contact, old friend, reverse phone lookup, who owns this email, reverse image search, find by username, verify identity, people search, public-data background check, who is this caller. NOT FOR structured due-diligence or company/entity intelligence investigations, or general web research synthesis (use Research)."
**Before executing, check for user customizations at:** `~/.claude/LIFEOS/USER/CUSTOMIZATIONS/SKILLS/PrivateInvestigator/`
If this directory exists, load and apply any PREFERENCES.md, configurations, or resources found there. These override default behavior. If the directory does not exist, proceed with skill defaults.
**You MUST send this notification BEFORE doing anything else when this skill is invoked.**
1. **Send voice notification**:
curl -s -X POST http://localhost:31337/notify \
-H "Content-Type: application/json" \
-d '{"message": "Running the WORKFLOWNAME workflow in the PrivateInvestigator skill to ACTION"}' \
> /dev/null 2>&1 &2. **Output text notification**:
Running the **WorkflowName** workflow in the **PrivateInvestigator** skill to ACTION...
**This is not optional. Execute this curl command immediately upon skill invocation.**
Finds people and verifies identities using public data only. It covers people-search aggregators, social media, public records, and reverse lookups in parallel, then scores results by confidence (HIGH/MEDIUM/LOW/POSSIBLE) and trusts a match only when 3+ independent identifiers align.
Finding a real person from a name, a phone number, or an email is scattered across dozens of sources — people-search sites, county records, court portals, social platforms, reverse-lookup services — and no single one gives you the answer. Common names make it worse: search "John Smith" and you get thousands of people, most of them the wrong one. Run the searches one at a time and you either give up before you've covered enough sources or you act on a single weak match and contact the wrong person. This skill runs the sources in parallel and refuses to call a match real until several independent identifiers line up.
**Public data only.** No hacking, pretexting, or authentication bypass — every technique here is legal and ethical. The work runs as a parallel investigation across the source categories below; findings get cross-checked and confidence-scored before anything is reported. Choose the fan-out breadth the case needs — a common name across many states wants wide parallel coverage, a rare name in one city wants far less.
| Workflow | Trigger | File | |----------|---------|------| | FindPerson | "find person", "locate", "search for [person]", "reconnect", "lost contact" — full parallel-agent investigation | `Workflows/FindPerson.md` | | SocialMediaSearch | "social media search" — cross-platform social media investigation | `Workflows/SocialMediaSearch.md` | | PublicRecordsSearch | "public records" — government and official records search | `Workflows/PublicRecordsSearch.md` | | ReverseLookup | "reverse lookup" — phone, email, image, username searches | `Workflows/ReverseLookup.md` | | VerifyIdentity | "verify identity" — confirm correct person match | `Workflows/VerifyIdentity.md` |
**When executing a workflow, output this notification:**
Running the **WorkflowName** workflow in the **PrivateInvestigator** skill to ACTION...
**Done = broad, independent coverage.** Every source category below is worked, and no key identifier (address, employer, DOB, family, social handle) rests on a single source. Run the categories in parallel — dispatch research agents concurrently in one message — and scale the fan-out to the case: a common name across many states justifies many parallel agents and spelling/location variants; a rare name in one city needs only a few. Independence is the point, not headcount: aggregators that resell the same database count as one source, so weight toward genuinely distinct origins (social the subject created, government records, unrelated aggregators).
| Service | Type | Best For | |---------|------|----------| | TruePeopleSearch | Free | Best free option, fresh data | | FastPeopleSearch | Free | Basic lookups, no signup | | Spokeo | Freemium | Social media aggregation (120+ networks) | | BeenVerified | Paid | Comprehensive background data |
⛰️ The Life Operating System — an intent engineering platform that moves you from your current state to your ideal state, in life and work.
Repo: danielmiessler/personal_ai_infrastructure
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