Works with the AI tools you already use
Claude Code
Cursor
Codex CLI
GitHub Copilot
Gemini CLI+20 moreClaude CodeCursorCodex CLIGitHub CopilotGemini CLI
OpenClaw
Manus
Grok+17 agentsvideo strategy extraction
Convert instructional videos into machine-readable, schema-validated specs without hallucinations or invented parameters.
$11
video strategy extraction
Example session with this skill installed
Extract the strategy rules from this transcript: 'I use a 200 EMA to find trend. If RSI is below 30 on the 1 hour, I go long. I don't give a stop loss, just watch the price.'
- Read your context and instructions
- Compiled the video strategy extraction
{
"direction": "LONG",
"entry_conditions": [
{"indicator": "EMA", "indicator_param": "200", "timeframe": "1h", "condition": "price above EMA"},
{"indicator": "RSI", "timeframe": "1h", "condition": "below", "comparison_value": "30"}
],
"exit_conditions": [],
"confidence": 0.7,
"notes": "Stop loss method not stated."
}
Connects securely to your tools. The creator never sees your data.
What you get
About this skill
The problem
Instructional videos and expert walkthroughs are easy to record but difficult to use as technical specs. Manual transcription and extraction lead to "hallucinated" parameters where an AI fills in gaps with plausible but unstated values.
What it does
- Transcribes audio using local Whisper or Deepgram with a focus on propositional content.
- Extracts structured rules and parameters into a schema-validated JSON spec.
- Validates every extraction against a strict nullability contract to prevent fabricated data.
- Calculates confidence scores based on technical specificity rather than speaker fluency.
- Filters out motivational noise, non-speech, and opinion-only content with explicit status records.
Frameworks & tools
Faster-whisper, Deepgram, Groq, Pydantic, and any LLM capable of structured output (Hermes-class or better).
Why this beats prompting it yourself
Generic prompts "smooth" over missing information, creating confident-sounding specs that didn't exist in the source. This skill enforces Iron Rules that prioritize precise gaps over fluent fabrications, ensuring you never build a system on an assumed parameter.
Use cases
- Convert trading strategy videos into backtestable entry/exit rule sets.
- Turn recorded software onboarding walkthroughs into actionable SOPs.
- Transform training videos into machine-checkable compliance checklists.
- Process folder batches of expert demos into structured technical runbooks.
Known limitations
Requires an instructional or procedural source. It will explicitly refuse to generate specs for motivational or opinion-heavy content without extractable steps.
How to install
Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.
- 1
Download the ZIP
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- 2
Unzip into your skills folder
Every agent reads skills from one folder on your machine. Drop the unzipped folder in there.
- 3
Ask your agent to use it
Restart the agent if it was already running. It picks the skill up automatically - no config needed.
Skills folder by agent
Click the path to copy it. Create the folder if it does not exist yet.
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- Passed all security checks, Safe to install