Work With Creators Creator Discovery

OrganizationPopular

gooseworks-ai

work-with-creators-creator-discovery

Step of the work-with-creators playbook: builds and screens a long list of creators from fans, category creators and search, and ranks finalists to vet next. Run work-with-creators instead; not for direct use.

Overview

Publisher	gooseworks-ai
Repository	`goose-skills`
Skill name	`work-with-creators-creator-discovery`
Stars	1.3K
Forks	219
Bundled files	1
License	MIT
Links	Skill source Repository Homepage

Markdown instructions
A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.
Works with any LLM
AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.
1 bundled files
Scripts, templates, and references the model can read while it works. Files are read-only and never executed.
Open source
Published by gooseworks-ai on GitHub. Read the source before you install it.

Installation

Install the Work With Creators Creator Discovery AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

Open the app and go to Plugins → Skills.
Choose "Install from GitHub".
Paste the skill folder URL below and confirm.
https://github.com/gooseworks-ai/goose-skills/tree/main/skills/marketing/work-with-creators-creator-discovery
Enable the skill in any chat where you want it available.

Store

Installed

Skills

Add skills

Import one or more skills from a public GitHub folder or a local .skill or .zip archive, or SKILL.md file.

From GitHub URLFrom .skill, .zip, or SKILL.md

GitHub repo or folder

https://github.com/gooseworks-ai/goose-skills/tree/main/skills/marketing/work-with-creators-creator-discovery

Points to a single skill folder, or any folder that contains multiple skills. Public repos only.

CancelContinue

Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills

git clone --depth 1 https://github.com/gooseworks-ai/goose-skills.git /tmp/goose-skills
mkdir -p .claude/skills
cp -r /tmp/goose-skills/skills/marketing/work-with-creators-creator-discovery .claude/skills/work-with-creators-creator-discovery

Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Work With Creators Creator Discovery in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Work With Creators Creator Discovery on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Work With Creators Creator Discovery is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

Loaded only when it is needed
The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.
Switch models mid-chat
Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

creator-discovery

Reads: the plan (roles, platforms, tiers, geography); brand_read organic (the brand's and competitors' recent posts) and competitors; social_inspiration_library / social_inspiration_search; the existing roster (declined / never-again / already shortlisted); ../work-with-creators/references/discovery.md; ../work-with-creators/references/data-sources.md.

Does:

Free pass, all of it, before any paid read: creators tagged in or behind the brand's and rivals' recent organic posts (free in the brain; the founder's account for founder-led brands); rivals' partnership ads in the Meta Ad Library, read in the host browser; web search (" creator tiktok", "best creators ", roundups and agency lists, "#ad ", " partnership"); TikTok, Instagram and YouTube search, hashtag and profile pages in the host browser, read as a person would (no scripted paging); the brand's own tagged posts and brand-name mentions where the public page shows them (sentiment read); saved Inspiration outliers; creators the human named. An empty Inspiration library is normal — carry on.
Paid discovery only inside an approved top-up, to widen a thin free result: keyword and user search at volume, tagged posts behind a login, commenters under category leaders, lookalikes.
Long list: one line per creator — handle, platform, source, why surfaced. Open each profile before it goes on: the handle must match the name, niche and location the source gave (roundups often carry wrong handles).
Quick screen on the public profile (active ≤14 days, on-niche, language/geography, tier inside the plan, not a minor, bio and top posts clean, not declined/never-again).
Rank finalists by source strength (positive existing fans > proven in category > search) and screen notes; keep 10–25 for paid/UGC roles, 20–40 for a gift-only seeding wave in the free pass; mark each for full, light, UGC-rubric or B2B-branch vetting.

Writes: long list with screen results; finalist list with source, screen notes and vetting depth; in a top-up, the running sum of reported charges.

Rules: never rank on follower count. A creator found through one viral post goes forward only as "needs consistency check".

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

skill.meta.json1 KB

Frequently asked questions

What does the Work With Creators Creator Discovery AI skill do?

Why use Work With Creators Creator Discovery on TypingMind?

Because you install it once and use it with any model. Work With Creators Creator Discovery is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Work With Creators Creator Discovery in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/gooseworks-ai/goose-skills/tree/main/skills/marketing/work-with-creators-creator-discovery. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Work With Creators Creator Discovery?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Work With Creators Creator Discovery?

As many as you like. As long as a model supports skills, you can use Work With Creators Creator Discovery with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Work With Creators Creator Discovery AI skill free?

Yes. It is published on GitHub by gooseworks-ai under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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Overview

Installation

Install in TypingMind

Install in another agent

Use it in TypingMind

Works with any AI model

Skill instructions

creator-discovery

Bundled files

Frequently asked questions

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