verify-apply

Verify-Apply Skill

Apply verification corrections to filter_result.json. Reads a verification result JSON, applies every correction/finding, and writes a change log.

Core Principle: Pipeline Continuity

After apply, filter_result.json must be directly consumable by the next pipeline stage — no re-runs of previous skills required.

• filter-verify apply → output must match paper-filter output structure (ready for data-check)
• data-verify apply → output must match data-check output structure (ready for task-build)

This means any new or structurally modified evaluation setting must have the same completeness as what the corresponding upstream skill would produce.

Note: If any concepts, operations, requirements, or explanations are unclear during implementation or adjustment, please refer to the documentation in the paper-filter and data-check skills for detailed guidance.

Input Requirements

Before invoking this skill, provide:

1. Source type: filter-verify or data-verify
2. Verification: Path to verification JSON
3. Target: Path to filter_result.json to be modified

Workflow

Phase 1: Load

1. Read the verification JSON
2. Read the target filter_result.json
3. Read references/apply_rules.md — use the section matching the specified source type

Phase 2: Apply Corrections

For filter-verify source

Apply every correction from checks with status: "fail".

1. Iterate checks[].corrections[], apply each using path, action, recommended as defined in apply_rules.md § Field-Level
2. If verdict.override is not null, apply the judgment override as defined in apply_rules.md § Judgment Override

For data-verify source

Apply every finding from checks with status: "fail" or status: "warning".

1. V1/V3/V5 findings: field-level updates using field + recommended_value as defined in apply_rules.md § V1/V3/V5
2. V2 findings: structural operations on evaluation_settings[]/rejected_settings[] as defined in apply_rules.md § V2
3. V4 findings: file operations on data/ directory as defined in apply_rules.md § V4