Agent Skills: Trade Hypothesis Ideator

Trade Hypothesis Ideator

Generate 1-5 structured hypothesis cards from a normalized input bundle, critique and rank them, then optionally export pursue cards into strategy.yaml + metadata.json artifacts.

Workflow

1. Receive input JSON bundle.
2. Run pass 1 normalization + evidence extraction.
3. Generate hypotheses with prompts:
   • prompts/system_prompt.md
   • prompts/developer_prompt_template.md (inject {{evidence_summary}})
4. Critique hypotheses with prompts/critique_prompt_template.md.
5. Run pass 2 ranking + output formatting + guardrails.
6. Optionally export pursue hypotheses via Step H strategy exporter.

Scripts

• Pass 1 (evidence summary):

python3 skills/trade-hypothesis-ideator/scripts/run_hypothesis_ideator.py \
  --input skills/trade-hypothesis-ideator/examples/example_input.json \
  --output-dir reports/

• Pass 2 (rank + output + optional export):

python3 skills/trade-hypothesis-ideator/scripts/run_hypothesis_ideator.py \
  --input skills/trade-hypothesis-ideator/examples/example_input.json \
  --hypotheses reports/raw_hypotheses.json \
  --output-dir reports/ \
  --export-strategies

References

• references/hypothesis_types.md
• references/evidence_quality_guide.md