public-social-research SKILL.md skillA
public-social-research from oomol-lab/leina-agent is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add oomol-lab/leina-agent/public-social-research@git:20260817.ab44efdPins git:20260817.ab44efd in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- oomol-lab/leina-agent
- Path
skills/research/public-social-research/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260817.ab44efd, committed Aug 17, 2026
- Size
- 13,102 bytes
- Repository stars
- 4
- License
- MIT
Research and analyze fresh public data from TikTok, Douyin, WeChat Channels, WeChat Official Accounts, WeChat Search, Weibo, YouTube, Reddit, Twitter, Zhihu, Kuaishou, and Xiaohongshu through an OO-authenticated managed proxy backed by TikHub. Use when the user asks to search, retrieve, compare, monitor, or analyze current public posts, videos, comments, users, creators, trends, products, topics, audiences, or cross-platform performance. This workflow does not use or require a connected TikHub…
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
# Public Social Research This bundled Skill researches current public social-platform data through an OO-authenticated managed proxy backed by TikHub. It does not read a connected TikHub app, use user-supplied TikHub credentials, or require a TikHub connector connection. For public-data tasks covered by this Skill: - Do not search for, install, or invoke a separate TikHub Skill as a preflight, alternative, or fallback. - Do not ask the user to connect or configure TikHub. - A TikHub connector connection cannot fix this adapter's authentication, quota, network, documentation, or upstream errors. - If the adapter returns `not_authenticated`, report that the authenticated OO account is unavailable. Do not treat it as a missing TikHub connection. Use this package's self-contained `scripts/tikhub.mjs` adapter to turn a public-platform research goal into the smallest sufficient set of API calls. It owns TikHub discovery, Fusion transport, authentication injection, and TikHub response semantics. Never call TikHub or Fusion with raw `curl`, expose runtime environment values, or use a remembered endpoint contract. …
Read the whole file at its exact version.
How to install
mdr add oomol-lab/leina-agent/public-social-research@sha256:cec97eae672a469dThe line at the top of this page pins the label git:20260817.ab44efd, 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_pa2nb4q6orekkxzx)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Aug 17, 2026.
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 (13102 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
oomol-lab/leina-agent · 4 stars · license MIT · pushed 2026-10-14 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_pa2nb4q6orekkxzx GET https://markdownregistry.com/api/v1/resolve?ref=oomol-lab/leina-agent/public-social-research GET https://markdownregistry.com/api/v1/blob/cec97eae672a469d4c6bd519258f93fc2a69f6c126a8b7c4e71633fa0ab33827
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.