expert_search SKILL.md skillA
expert_search from ducroo/sictic-ai is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add ducroo/sictic-ai/expert_search@git:20260906.f9cef19Pins git:20260906.f9cef19 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/expert_search/SKILL.md- Versions recorded
- 6
- Latest version
- git:20260906.f9cef19, committed Sep 6, 2026
- First version recorded
- May 16, 2026
- Size
- 2,705 bytes
- Repository stars
- 14
- License
- none declared
Rank SICTIC members for a startup's due-diligence needs using stored investor profiles and the startup profile. Use for domain, functional and strategic expertise matching.
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
# Expert search Find members whose professional experience fits a startup's due-diligence needs. ## Inputs and outputs The async `expert_search(startup_name, target_experts=None, exclude_experts=None, top_k=16)` returns one Markdown ranking in `list[InsightFile]`. Optional person filters accept names, emails or LinkedIn IDs using the [shared ranking selection rules](../ranking/SKILL.md). Save through `InsightFile` in the startup's insights directory as `expert-search-<startup>-<model>.md`. ## Workflow and dependencies Resolve the dataset through `ensure_startup_dataset`. Preserve a manual ranking override before preparing dependencies. Otherwise request the normal `startup_profile`, insert its content into the configured expert-search objective, and rank stored `investor_profile` insights from `sictic-members`. The objective prioritizes direct domain experience, then functional expertise and strategic experience. Direct calls require an existing member roster and investor profiles; they do not discover or refresh members. Bulk refresh registers `startup-profile` and `investor-profile` prerequisites; their execution follows registry scope. …
Read the whole file at its exact version.
How to install
mdr add ducroo/sictic-ai/expert_search@sha256:ab33becc0e021ab5The line at the top of this page pins the label git:20260906.f9cef19, 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.
[](https://markdownregistry.com/a/art_xaa6fe4juacjny3l)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between May 16, 2026 and Sep 6, 2026, about one every 23 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260906.f9cef19 latest | 2026-09-06 | f9cef19 | 2,705 B | A | view · diff |
| git:20260902.af2a47c | 2026-09-02 | af2a47c | 830 B | A | view · diff |
| git:20260812.663e048 | 2026-08-12 | 663e048 | 824 B | A | view · diff |
| git:20260530.37826dc | 2026-05-30 | 37826dc | 482 B | A | view · diff |
| git:20260523.9fa3dfa | 2026-05-23 | 9fa3dfa | 463 B | A | view · diff |
| git:20260516.617d14e | 2026-05-16 | 617d14e | 462 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (2705 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
ducroo/sictic-ai · 14 stars · license none declared · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_xaa6fe4juacjny3l GET https://markdownregistry.com/api/v1/resolve?ref=ducroo/sictic-ai/expert_search GET https://markdownregistry.com/api/v1/blob/ab33becc0e021ab51231087aa888ae70c6c3fb51180fe544bbc2f90bc96bd077
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.