Agent skill

Ugc Collector

by guia-matthieu in guia-matthieu/clawfu-skills

Collect and organize user-generated content. An agent skill from guia-matthieu/clawfu-skills.

MITAuto-check passedMarketing & SEO

Install Ugc Collector

skills CLI
$ npx skills add guia-matthieu/clawfu-skills --skill ugc-collector -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install guia-matthieu/clawfu-skills ugc-collector --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/guia-matthieu/clawfu-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/social/ugc-collector .claude/skills/ugc-collector && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
ugc-collector
GitHub stars
150
Token cost
~389 tokens
SKILL.md length
94 words
Files
3 (incl. scripts)
Skills in repo
31
Repo updated
First seen
Licence
MIT

At a glance

Collect and organize user-generated content. An agent skill from guia-matthieu/clawfu-skills.

  • : gathering customer testimonials
  • SKILL.md covers What Claude Does vs What You…, Dependencies, Commands and Skill Boundaries, plus 1 more section
  • Runs Python scripts from its folder; calls python and pip
  • Collecting product photos

What it does

Ugc Collector is an agent skill from guia-matthieu/clawfu-skills. Collect and organize user-generated content. Use when: gathering customer testimonials; collecting product photos; organizing social mentions; building UGC campaigns; managing brand mentions

Its SKILL.md is about 390 tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including scripts (for example `scripts/main.py`).

It sits in Marketing & SEO, covering Influencer and creator marketing. The repository describes itself as: 172 expert marketing skills for AI agents — ClawFu MCP Server. The licence is MIT.

When your agent uses it

  • : gathering customer testimonials
  • Collecting product photos
  • Organizing social mentions
  • Building UGC campaigns

Example prompts

  • “/ugc-collector”

Requirements

  • Python 3

What it can do on your machine

Read from SKILL.md and the folder at commit 4108f5c. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships 2 files in scripts/ (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • python
    • pip

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md. Its commands use pip, which can reach the network depending on how they are called.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Ugc Collector loads about 389 tokens when it runs. Until then it costs about 51 tokens; SKILL.md has 94 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~51
When it runs · the whole SKILL.md, loaded when a task matches
~389

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

The full file from guia-matthieu/clawfu-skills at commit 4108f5c, republished under its MIT licence (© guia-matthieu). 94 words, ~389 tokens.

Download SKILL.mdSave it as .claude/skills/ugc-collector/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.
name
ugc-collector
description
Collect and organize user-generated content. Use when: gathering customer testimonials; collecting product photos; organizing social mentions; building UGC campaigns; managing brand mentions
license
MIT
metadata.author
ClawFu
metadata.version
1.0.0
metadata.mcp-server
@clawfu/mcp-skills

UGC Collector

Collect and organize user-generated content for marketing campaigns and social proof.

What Claude Does vs What You Decide

Claude DoesYou Decide
Structures analysis frameworksMetric definitions
Identifies patterns in dataBusiness interpretation
Creates visualization templatesDashboard design
Suggests optimization areasAction priorities
Calculates statistical measuresDecision thresholds

Dependencies

bash
pip install click requests beautifulsoup4

Commands

bash
python scripts/main.py search "#brandname" --platform instagram
python scripts/main.py mentions @brand --platform twitter
python scripts/main.py organize ./ugc/ --by-type

Skill Boundaries

What This Skill Does Well
  • Structuring data analysis
  • Identifying patterns and trends
  • Creating visualization frameworks
  • Calculating statistical measures
What This Skill Cannot Do
  • Access your actual data
  • Replace statistical expertise
  • Make business decisions
  • Guarantee prediction accuracy

Skill Metadata

  • Mode: centaur
yaml
category: social
dependencies: [click, requests, beautifulsoup4]
difficulty: intermediate

© guia-matthieu, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 2 other files (scripts) in skills/social/ugc-collector of guia-matthieu/clawfu-skills.

  • SKILL.md
  • scripts/main.py
  • scripts/requirements.txt

Open the folder on GitHubat commit 4108f5c

Compare with similar skills

Ugc Collector next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Ugc Collector compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Ugc Collector this skillguia-matthieu/clawfu-skills150—~389Automated safety check: PassMIT
Audience ResearchScrapeCreators/social-media-research-skills3.4k—~635Automated safety check: NotesMIT
Influencer Discoverytigerless-labs/influencer-discovery212—~2.5kAutomated safety check: NotesNone
Opencloneteam-attention/openclone130—~2.6kAutomated safety check: NotesMIT
Reelclaw Adsdansugc/reelclaw145—~3.9kAutomated safety check: NotesMIT
Affiliate CheckAffitor/affiliate-skills701—~808Automated safety check: NotesMIT

Similar skills

  • Audience Research

    ScrapeCreators/social-media-research-skills

    A skill your agent uses when the user wants to evaluate a creator, influencer, or brand audience using public profile signals, TikTok audience demographics, follower/following data, comments…

    3.4k GitHub stars~635 tokensUpdated 1 mo ago
    Marketing & SEOAuto-check: notes
  • Influencer Discovery

    tigerless-labs/influencer-discovery

    Find the bloggers/creators who can help promote your work, capture their contact info, and append them to the target sheet in Google Sheets.

    212 GitHub stars~2.5k tokensUpdated 18 days ago
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  • Openclone

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    Create, manage, or talk to an openclone "clone" — a named AI persona with one or more categories (vc, tech, founder, expert, influencer, politician, celebrity) and attached knowledge.

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  • Reelclaw Ads

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    Make short-form UGC video ads (TikTok, Reels, Shorts) for the product in the current repo with DansUGC ReelClaw and real human creator reactions from the DansUGC library.

    145 GitHub stars~3.9k tokensUpdated 12 days ago
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Categories

Questions about Ugc Collector

What does Ugc Collector do?

Collect and organize user-generated content. An agent skill from guia-matthieu/clawfu-skills. Ugc Collector is an agent skill from guia-matthieu/clawfu-skills. Collect and organize user-generated content.

When should I use Ugc Collector?

Ugc Collector fits situations like: : gathering customer testimonials; collecting product photos; organizing social mentions; building UGC campaigns.

How do I install Ugc Collector in Claude Code?

Run `npx skills add guia-matthieu/clawfu-skills --skill ugc-collector -a claude-code`. Or copy the skill folder (skills/social/ugc-collector in guia-matthieu/clawfu-skills) into .claude/skills/ugc-collector in your project. Claude Code loads it when a task matches its description.

How do I install Ugc Collector in Codex?

Run `npx skills add guia-matthieu/clawfu-skills --skill ugc-collector -a codex`. Or copy the skill folder (skills/social/ugc-collector in guia-matthieu/clawfu-skills) into .agents/skills/ugc-collector in your project. Codex loads it when a task matches its description.

Can I use Ugc Collector in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add guia-matthieu/clawfu-skills --skill ugc-collector -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ugc-collector, .gemini/skills/ugc-collector, .github/skills/ugc-collector and .opencode/skills/ugc-collector in your project.

What does Ugc Collector need to run?

Going by SKILL.md and its folder, Ugc Collector needs Python for the scripts in its folder and the command-line tools its instructions call (python and pip). Our summary lists: Python 3.

Does Ugc Collector access the network?

SKILL.md contains no URLs. Its commands use pip, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Ugc Collector safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Ugc Collector use?

Ugc Collector is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Ugc Collector use?

About 389 tokens (SKILL.md is roughly 1.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Ugc Collector?

Skills that share tags, products or a category with Ugc Collector: Audience Research (ScrapeCreators/social-media-research-skills, 3.4k stars), Influencer Discovery (tigerless-labs/influencer-discovery, 212 stars), Openclone (team-attention/openclone, 130 stars) and Reelclaw Ads (dansugc/reelclaw, 145 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Ugc Collector?

guia-matthieu (a GitHub user) maintains it in guia-matthieu/clawfu-skills, which has 150 GitHub stars. The repository holds 31 skills in this directory. The repository was last updated on October 1, 2026.

Source: guia-matthieu/clawfu-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.