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Grok Bot+18 agentsvideo strategy extraction
Convert instructional videos into machine-readable, schema-validated specs without hallucinations or invented parameters.
$15
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.
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 use
Skills on Agensi run inside your AI agent. Copy the prompt, paste it into your agent, and it connects to Agensi and installs this skill for you. If a payment is needed, your agent shows it to you first.
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