claim-ledger-to-tasks

Name: claim-ledger-to-tasks
Availability: InStock
Author: haizhouyuan

Convert unverified numeric claims from a claim ledger into JSON verification tasks.

Updated Dec 17, 2025

Search Tags:#automation #workflow #verification #tasks #topic #claim-ledger

Ready to run

npx skills add https://github.com/haizhouyuan/codexreadpublic --skill claim-ledger-to-tasks

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: claim-ledger-to-tasks
Source: https://github.com/haizhouyuan/codexreadpublic/tree/main/skills-src/claim-ledger-to-tasks
Command: npx skills add https://github.com/haizhouyuan/codexreadpublic --skill claim-ledger-to-tasks

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill scans a topic's Claim Ledger from digests and converts unverified, high-impact numeric claims into concrete verification tasks. It helps teams move from noisy numbers to trackable, actionable work.

Core Features & Use Cases

Deterministic task creation: Batch-create tasks with topic_id and relevant labels (e.g., bvid) for easy Kanban filtering.
Dry-run previews: Preview results before creating tasks to avoid misclassification.
Traceable outputs: Outputs tasks in a JSON-friendly format to enable backtracking and auditing.

Quick Start

Dry-run: python3 scripts/claim_ledger_to_tasks.py --topic <topic_id> --dry-run --max-total 20 --max-per-digest 2
Official creation: python3 scripts/claim_ledger_to_tasks.py --topic <topic_id> --max-total 80 --max-per-digest 2

Frequently Asked Questions about claim-ledger-to-tasks

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I convert unverified claims from a ledger into verification 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.

Can I preview tasks before creating them in bulk?▼

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.

What numeric claims does this Skill extract for verification?▼

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.

How do I control the volume of tasks created?▼

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.

Where are the created tasks stored and how do I audit them?▼

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.

Do I need a claim ledger digest to use this Skill?▼

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.