| name | ediscovery-review-summary |
| title | E-Discovery Collection & Review Summary |
| description | Produces an internal U.S. litigation e-discovery status summary covering ESI collection, processing, search-term hits, review throughput, relevance and privilege rates, and completion forecasts. Triggers when the user requests an e-discovery status report, collection log summary, processing report, review statistics, coding report, search-term results, or privilege review summary. |
| author | CaseMark |
| author_url | https://github.com/CaseMark/skills/tree/main/skills/legal/ediscovery-review-summary |
| license | Apache-2.0 |
| version | 0.1.0 |
| execution_mode | open |
| jurisdiction | us |
| practice | litigation |
| language | en |
| tags | ["summarization","summary"] |
E-Discovery Collection & Review Summary
Internal status report tracking ESI from collection through attorney review, with completion projections.
Prerequisites
- Custodian list with collection scope (systems, date ranges, locations)
- Collection logs and processing reports from vendor
- Review platform exports (coding, reviewer activity, search-term results)
- Search-term list or Boolean queries
- Review protocol (relevance, privilege, issue tags) and QC standards
- Key deadlines the review must meet
- Protective order or confidentiality requirements for reporting
Quick Start
- Gather source data (collection logs, processing reports, review exports, search-term results, privilege summaries).
- Normalize custodian names into a master mapping table.
- Run integrity checks — pipeline totals must satisfy: Collected ≥ Processed ≥ Loaded ≥ Reviewed.
- Compute core metrics tables (see below).
- Draft executive summary with risks and recommendations.
- Apply work-product legend.
Core Metrics
A. Collection & Processing by Custodian
Per custodian: Collected GB, Item Count, Processed %, Load Failures, File-Type Mix, Exceptions.
B. Search-Term Effectiveness
Per term/query: Hits, Hit Rate %, Sample Precision %, Overlap %, Recommended Action.
C. Review Status (Matter-Level)
Total Reviewable, Reviewed Count, % Reviewed, Relevant %, Privileged %, Non-Responsive %, Est. Completion Date.
D. Reviewer Productivity
Per reviewer/team: Docs Reviewed, Hours, Docs/Hour, Relevant %, Privileged %, QC Rate %.
E. Privilege Patterns
Per custodian: Privileged %, Dominant Doc Types, Red Flags.
Key Formulas
| Metric | Formula |
|---|
| Hit Rate % | hits ÷ total reviewable corpus |
| Precision % | relevant hits ÷ sampled hits |
| Review Velocity | docs reviewed ÷ time period |
| Completion ETA | remaining docs ÷ current velocity |
| Privilege Rate % | privileged ÷ reviewed |
Executive Summary Template
- Collection completeness — status and anomalies
- Processing health — success rate and key errors
- Search-term performance — top/weak terms and overlap
