Agent skill

Gork Analysis

by LeoYeAI in LeoYeAI/openclaw-master-skills

Gork data API. An agent skill from LeoYeAI/openclaw-master-skills.

MITAuto-check passedWriting & Content

Install Gork Analysis

skills CLI
$ npx skills add LeoYeAI/openclaw-master-skills --skill gork-analysis -a claude-code

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

GitHub CLI
$ gh skill install LeoYeAI/openclaw-master-skills gork-analysis --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/LeoYeAI/openclaw-master-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/crab/gork-analysis .claude/skills/gork-analysis && 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
gork-analysis
GitHub stars
2.2k
Token cost
~866 tokens
SKILL.md length
277 words
Files
1
Skills in repo
1,235
Repo updated
First seen
Licence
MIT

At a glance

Gork data API. An agent skill from LeoYeAI/openclaw-master-skills.

  • Works in 3 steps: Analyze comments on a specific tweet → Get latest community sentiment on a… → Deep dive on a topic or controversy
  • Tasks that involve Social media posts
  • SKILL.md covers API Endpoint, Use Cases & Prompt Patterns, Key Rules and Timeout & Fallback
  • Reaches crab-skill.opsat.io and x.com

What it does

Gork Analysis is an agent skill from LeoYeAI/openclaw-master-skills. Gork data API. Uses Grok model to analyze tweet comments, extract valuable intelligence from replies, and fetch latest community sentiment on projects or topics.

Its SKILL.md is about 870 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Writing & Content, covering Social media posts. It works with X (Twitter). The repository describes itself as: 🧠 Curated collection of 1209+ best OpenClaw skills — weekly updated by MyClaw.ai. The licence is MIT.

When your agent uses it

  • Tasks that involve Social media posts

Example prompts

  • “/gork-analysis”

Workflow steps

3 steps, taken from the step headings in SKILL.md.

  1. Analyze comments on a specific tweet
  2. Get latest community sentiment on a project
  3. Deep dive on a topic or controversy

What it can do on your machine

Read from SKILL.md and the folder at commit e5199b5. 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

    No scripts in the folder and no shell commands in SKILL.md (its code samples are json).

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

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • crab-skill.opsat.io
    • x.com

    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

Gork Analysis loads about 866 tokens when it runs. Until then it costs about 44 tokens; SKILL.md has 277 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~44
When it runs · the whole SKILL.md, loaded when a task matches
~866

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); files beside SKILL.md are not scanned.

SKILL.md

The full file from LeoYeAI/openclaw-master-skills at commit e5199b5, republished under its MIT licence (© LeoYeAI). 277 words, ~866 tokens.

Download SKILL.mdSave it as .claude/skills/gork-analysis/SKILL.md (or your agent's skills folder).
name
gork-analysis
description
Gork data API. Uses Grok model to analyze tweet comments, extract valuable intelligence from replies, and fetch latest community sentiment on projects or topics.
metadata.author
NotevenDe
metadata.version
1.2.0

Gork Analysis — Tweet Comment Intelligence

Base URL: https://crab-skill.opsat.io

API Endpoint

POST /api/gork/analyze (requires Crab signature headers)

FieldRequiredDescription
promptYesAnalysis prompt with context (tweet URL, project name, question)
messagesNoOpenAI-style message list; takes precedence over prompt if given

Response: plain-text analysis generated by the Grok model.

Use Cases & Prompt Patterns

1. Analyze comments on a specific tweet

Extract valuable information from replies — insider knowledge, community warnings, technical critiques, sentiment signals.

json
{
  "prompt": "Analyze the comments and replies on this tweet: https://x.com/{username}/status/{id}\n\nFocus on:\n- High-value comments (technical insights, insider info, warnings)\n- Overall sentiment (bullish/bearish/neutral ratio)\n- Notable accounts that replied and their stance\n- Any claims or information worth verifying"
}
2. Get latest community sentiment on a project

Fetch what people are saying about a project right now.

json
{
  "prompt": "What are the latest comments and discussions about {project_name} (${ticker}) on Twitter/X?\n\nFocus on:\n- Recent criticisms or concerns\n- Notable endorsements or callouts\n- Any news, events, or incidents being discussed\n- Red flags mentioned by the community"
}
3. Deep dive on a topic or controversy

When Step 4 (deep dig) surfaces a lead worth investigating via social data.

json
{
  "prompt": "Search for discussions about {specific topic} related to {project_name}.\n\nFor example: '{project_name} + scam', '{team_member} + rug', '{project_name} + hack'\n\nSummarize what the community is saying and whether concerns are substantiated."
}

Key Rules

  • Max 2 calls per research — pick the top tweet (highest engagement) and the latest tweet (most recent). Do not make additional calls for project-level sentiment.
  • Always include tweet URL or project context in the prompt — Gork needs specific context to return useful data, not generic questions
  • Use targeted prompts — ask for specific information (comments, sentiment, controversy) rather than broad "analyze this project"
  • Chain with Twitter data — use tweet URLs discovered from /api/twitter/tweets as input for Gork comment analysis
  • Deep dig exception — Step 4 may make additional Gork calls only when a high-value lead requires verification, but still keep total calls minimal

Timeout & Fallback

Gork calls the Grok model for analysis, so response times are significantly longer than standard APIs. Allow up to 120 seconds before considering a request timed out.

ScenarioBehavior
Gork API key not setSkip Gork data
Response slow (< 120s)Keep waiting — this is normal for LLM analysis
Gork request timeout (≥ 120s)Retry once, then skip and record a warning

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

Files

Just SKILL.md in skills/crab/gork-analysis of LeoYeAI/openclaw-master-skills.

Open the folder on GitHubat commit e5199b5

Compare with similar skills

Gork Analysis 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.

Gork Analysis compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Gork Analysis this skillLeoYeAI/openclaw-master-skills2.2k—~866Automated safety check: PassMIT
Socialcoreyhaines31/marketingskills54k4 repos~4.5kAutomated safety check: PassMIT
Social Contentfreekmurze/dotfiles1k23 repos~2.1kAutomated safety check: PassNone
Typefullyfreekmurze/dotfiles1k1 repos~3.4kAutomated safety check: NotesNone
Changelog Social RecapFlorianBruniaux/claude-code-ultimate-guide6.1k—~1.8kAutomated safety check: NotesCC-BY-SA-4.0
X Mastery Mentoralchaincyf/x-mentor-skill1.2k—~2.3kAutomated safety check: PassMIT

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Works with

Questions about Gork Analysis

What does Gork Analysis do?

Gork data API. An agent skill from LeoYeAI/openclaw-master-skills. Gork Analysis is an agent skill from LeoYeAI/openclaw-master-skills. Gork data API.

When should I use Gork Analysis?

Gork Analysis fits situations like: tasks that involve Social media posts.

How do I install Gork Analysis in Claude Code?

Run `npx skills add LeoYeAI/openclaw-master-skills --skill gork-analysis -a claude-code`. Or copy the skill folder (skills/crab/gork-analysis in LeoYeAI/openclaw-master-skills) into .claude/skills/gork-analysis in your project. Claude Code loads it when a task matches its description.

How do I install Gork Analysis in Codex?

Run `npx skills add LeoYeAI/openclaw-master-skills --skill gork-analysis -a codex`. Or copy the skill folder (skills/crab/gork-analysis in LeoYeAI/openclaw-master-skills) into .agents/skills/gork-analysis in your project. Codex loads it when a task matches its description.

Can I use Gork Analysis 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 LeoYeAI/openclaw-master-skills --skill gork-analysis -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/gork-analysis, .gemini/skills/gork-analysis, .github/skills/gork-analysis and .opencode/skills/gork-analysis in your project.

What does Gork Analysis need to run?

SKILL.md names no scripts, command-line tools or credentials: Gork Analysis is instructions for the agent only.

Does Gork Analysis access the network?

SKILL.md names 2 domains. In commands or code: crab-skill.opsat.io and x.com; the agent is likely to contact these when it follows the instructions. This is read from the text; nothing was executed.

Is Gork Analysis 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. Review the folder before installing.

What licence does Gork Analysis use?

Gork Analysis is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Gork Analysis use?

About 866 tokens (SKILL.md is roughly 3.5k 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 Gork Analysis?

Skills that share tags, products or a category with Gork Analysis: Social (coreyhaines31/marketingskills, 54k stars), Social Content (freekmurze/dotfiles, 1k stars), Typefully (freekmurze/dotfiles, 1k stars) and Changelog Social Recap (FlorianBruniaux/claude-code-ultimate-guide, 6.1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Gork Analysis?

LeoYeAI (a GitHub user) maintains it in LeoYeAI/openclaw-master-skills, which has 2,161 GitHub stars. The repository holds 1,235 skills in this directory. The repository was last updated on July 20, 2026.

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