persons_in_dataset SKILL.md skillA

persons_in_dataset from ducroo/sictic-ai is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add ducroo/sictic-ai/persons_in_dataset@git:20261020.49a1c46

Pins git:20261020.49a1c46 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
ducroo/sictic-ai
Path
skills/persons_in_dataset/SKILL.md
Versions recorded
10
Latest version
git:20261020.49a1c46, committed Oct 20, 2026
First version recorded
Sep 5, 2026
Size
11,228 bytes
Repository stars
14
License
none declared

Discover startup founders and employees from the full parsed dataset, company website, web search and LinkedIn. Generate a refreshable roster; a deal-lead manual roster always takes precedence.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Persons in dataset

Create the person roster before generating individual profiles.

## Inputs and outputs

The async `persons_in_dataset(dataset_name)` returns `list[InsightFile]`:
the manual, reusable generated, or newly generated roster, or `[]` if no
supported people are found. Its async `persons_in_dataset_as_person_objects`
adapter shares the workflow and returns `list[Person]`, retaining gathered
evidence in memory when discovery runs. Stored tables retain the three columns
`full-name`, `linkedin-id`, and `email-addresses`.

Generated files use the configured model's normal InsightFile suffix. Their
introductory reminder contains the actual generated and manual filenames:
deal leads must rename an edited roster to the manual filename to preserve it.
An existing manual roster, including an intentionally empty table, wins.
Existing manual rosters are not migrated, deleted or automatically regenerated.

## Workflow and dependencies

1. Resolve registered LinkedIn requests in one shared resolver pass: collect
   completed runs, resume running requests and submit open ones as needed.
   Expected pending/failed-profile service errors are logged and mark discovery
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add ducroo/sictic-ai/persons_in_dataset@sha256:6ec1c8ccb99f7377

The line at the top of this page pins the label git:20261020.49a1c46, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_jcafnc7amqroix6j.svg)](https://markdownregistry.com/a/art_jcafnc7amqroix6j)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 10 versions of this file, between Sep 5, 2026 and Oct 20, 2026, about one every 5 days.

versioncommittedcommitsizeaudit
git:20261020.49a1c46 latest2026-10-20 49a1c46 11,228 BA view · diff
git:20260927.06e228c2026-09-27 06e228c 11,043 BA view · diff
git:20260924.d81a69e2026-09-24 d81a69e 10,425 BA view · diff
git:20260915.a385c0d2026-09-15 a385c0d 10,378 BA view · diff
git:20260915.0a9c9a72026-09-15 0a9c9a7 10,286 BA view · diff
git:20260915.5e284042026-09-15 5e28404 10,123 BA view · diff
git:20260912.cdc99922026-09-12 cdc9992 2,620 BA view · diff
git:20260906.f9cef192026-09-06 f9cef19 2,422 BA view · diff
git:20260905.8e2adb62026-09-05 8e2adb6 2,343 BA view · diff
git:20260905.b17d4312026-09-05 b17d431 2,103 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (11228 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

ducroo/sictic-ai · 14 stars · license none declared · pushed 2026-11-05 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_jcafnc7amqroix6j
GET https://markdownregistry.com/api/v1/resolve?ref=ducroo/sictic-ai/persons_in_dataset
GET https://markdownregistry.com/api/v1/blob/6ec1c8ccb99f73774b3992a79c04d8011127a5ff488881530b2d64ade431a843

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from ducroo/sictic-ai

AGENTS.md AGENTS.md file
ducroo/sictic-ai · AGENTS.md
git:20261104.acd24f3 · audit A · 14 stars
advocates SKILL.md skill
ducroo/sictic-ai · skills/advocates/SKILL.md · Rank SICTIC members to represent the organization at an event using its description and stored investor profiles. Use…
git:20260906.f9cef19 · audit A · 14 stars
application_feedback SKILL.md skill
ducroo/sictic-ai · skills/application_feedback/SKILL.md · Screen one startup with submission_ready and email the configured internal screeners the decision that needs action…
git:20261105.3127b35 · audit A · 14 stars
bulk_refresh SKILL.md skill
ducroo/sictic-ai · skills/bulk_refresh/SKILL.md · Run registered insight workflows over selected startup and community datasets with prerequisite ordering. Use for an…
git:20261105.3127b35 · audit A · 14 stars
captable SKILL.md skill
ducroo/sictic-ai · skills/captable/SKILL.md · Produce a Markdown capitalization report with deterministic ownership and conversion tables over consolidated…
git:20260908.3a64a07 · audit A · 14 stars
captable_analysis SKILL.md skill
ducroo/sictic-ai · skills/captable_analysis/SKILL.md · Compatibility alias for captable; use the canonical captable skill for capitalization reports.
git:20260908.1bafa29 · audit A · 14 stars
captable_build SKILL.md skill
ducroo/sictic-ai · skills/captable_build/SKILL.md · Extract, reconcile and validate startup ownership and convertible-loan data into four managed JSON insights.
git:20260913.9eaccb0 · audit A · 14 stars
cla_review SKILL.md skill
ducroo/sictic-ai · skills/cla_review/SKILL.md · Review one convertible-loan term sheet from the lender's side, against the SECA CLA model term sheets and in the…
git:20260930.e1b01ea · audit A · 14 stars
dataset_chat SKILL.md skill
ducroo/sictic-ai · skills/dataset_chat/SKILL.md · Answer questions from a named startup or community dataset using retrieved evidence. Use for grounded Markdown or…
git:20260907.65e4374 · audit A · 14 stars
dataset_maintenance SKILL.md skill
ducroo/sictic-ai · skills/dataset_maintenance/SKILL.md · Diagnose, reset and reconcile dataset indexes and storage layouts. Use for explicit operational maintenance, including…
git:20260907.65e4374 · audit A · 14 stars
dd_checks SKILL.md skill
ducroo/sictic-ai · skills/dd_checks/SKILL.md · Assess a startup data room against product-type-aware due-diligence checklists and produce one complete report. Use for…
git:20261020.2bc152e · audit A · 14 stars
dd_priorities SKILL.md skill
ducroo/sictic-ai · skills/dd_priorities/SKILL.md · Merge the most important findings of a saved DD checklist report into up to five decision-relevant priorities…
git:20260925.f86d8db · audit A · 14 stars

Every file in ducroo/sictic-ai

Browse by kind, by grade A, or by owner.