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CROSS-PROJECT SIGNAL

Strategy & provenance

This workflow friction appears across 2 independent open-source repositories. Repetition raises confidence, but direct user validation still decides whether it is worth building.

2Independent repositories
2Qualified GitHub Issues
8Discussion comments
EVIDENCE, NOT A PROMISE

Where this need appears

Each item below is a public, qualified GitHub discussion. The Radar groups related friction, while the original Issue remains available for source checking.

ValueCell-ai/valuecellAI4Finance-Foundation/FinRobot
COACH-STYLE FIRST TEST

Turn the signal into one observable action

Produce one structured, source-linked decision artifact for a live case and have two domain reviewers challenge it.

BEHAVIORAL PROOF

Reviewers can trace each material claim, identify changed assumptions and make the decision without reconstructing the analysis.

Ask before you build

Professional guardrail: Use anonymized or synthetic records and require human review for financial decisions and regulated outputs.

Choose a narrow next move

Save this pattern in the free workspace, interview someone who recently hit it, and record one concrete commitment or decision. Do not treat issue counts or compliments as willingness to pay.