claim-ledger-to-tasks

Convert unverified numeric claims into trackable tasks by running the claim-ledger-to-tasks script with your topic ID. The Skill filters high-impact items with compact numeric facts, assigns pending status, and outputs tasks as JSON with topic_id and bvid labels for Kanban filtering and audit trails.

Yes, use the dry-run flag to preview results without committing changes. Run `python3 scripts/claim_ledger_to_tasks.py --topic <topic_id> --dry-run` to see which claims will become tasks, then execute the official creation command once you verify the output.

The Skill targets compact numeric facts—numbers paired with units or percentages—from unverified claim ledger entries. It filters for high-impact items only, applying configurable limits per digest and total batch size to keep verification workload manageable.

Set `--max-total` to cap the total task batch and `--max-per-digest` to limit tasks per individual digest. These parameters prevent task overload while ensuring high-priority claims get verified first.

Tasks output to JSON files in `state/tmp/claim_tasks_created_*.json` for full traceability. Each task includes topic_id and bvid metadata, enabling backtracking, filtering in Kanban boards, and complete audit records of what claims became verification work.

Yes, your topic must first produce digests that include a Claim Ledger. The Skill scans these ledgers to identify unverified numeric claims; without digests, there is no source material to convert into tasks.