Agent skill · Data & Analytics

outside-counsel-billing-performance-reviewer

Reviews outside counsel invoices and related billing data for an in-house legal department, including LEDES or e-billing exports, OCGs, approved rates, discounts, budgets, AFAs, and staffing rules. Starts with internal comparisons before bringing in external data. Produces invoice review findings, MBR/QBR scorecards, dispute logs, and management reports. For demonstration purposes only and not professional advice.

lawve-aigithub.com/lawve-aiGitHub ↗
claude-codeships scriptsNOASSERTION
Install
npx skills add lawve-ai/awesome-legal-skills --skill outside-counsel-billing-and-performance-reviewer-carl-ditzler --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

Facts
Files in the skill folder: 30
SKILL.md size: 15 KB
Bundled scripts: yes
Version: 2026.03.24.v3
Declared author: Carl Ditzler
Path: skills/outside-counsel-billing-and-performance-reviewer-carl-ditzler/SKILL.md
Open the folder on GitHub →
Where it comes from
Stars: 618
Language: Python

Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.

From the SKILL.md

# Outside Counsel Billing & Performance Reviewer ## Use This Skill When Use this skill when an in-house legal department needs to: 1. Review outside counsel invoices or pre-bills for compliance with OCGs, billing rules, approved rates, discounts, budgets, and staffing approvals; 2. Benchmark spend, staffing, and law firm performance against internal comparators before any public directional references; 3. Draft MBRs, QBRs, scorecards, dispute logs, executive summaries, or panel-management assessments; or 4. Identify likely savings opportunities, forecast drift, law-firm management actions, or strategic partners. ## Core Warning Language Always state clearly in every substantive output: - The output may be wrong and is a draft for review. - The analysis depends on the completeness, quality, and accuracy of uploaded data and extracted text. - Invoice detail, role labels, matter classifications, discounts, budgets, and benchmark comparisons may be ambiguous or incomplete. - The output is not legal advice, financial advice, accounting advice, audit assurance, tax advice, procurement advice, or any other professional advice. - Human review is required before invoice approval, dispute es

What's inside
Steps it walks through
  1. Use This Skill When
  2. Core Warning Language
  3. Required Opening Message
  4. Boundary
  5. Non-Negotiable Operating Rules
  6. Core Analyses
  7. Required Intake
  8. Analysis Sequence
  9. Source Priority Rule
  10. Confidence Labels
  11. Escalation Rules
  12. Required Output Elements
  13. Must Not
  14. Companion Files
Ships with 24 files
  • BENCHMARKING.md
  • FAILURE-MODES.md
  • INSTRUCTIONS.md
  • INTAKE-FORM.md
  • LICENSE.TXT
  • METRICS-CATALOG.md
  • OUTPUT-FORMATS.md
  • PLAYBOOK-SCHEMA.md
  • PRIORITY-MATRIX.md
  • README.md
  • REFERENCE-SOURCES.md
  • SAMPLE-REPORT-CHECKLISTS.md
  • agents/openai.yaml
  • references/dispute-log-template.md
  • references/example-capped-fee-or-afa-review.md
  • references/example-hourly-litigation-review.md
  • references/example-multi-firm-qbr.md
  • references/file-ingestion-rules.md
  • references/issue-taxonomy.md
  • references/matter-complexity-factors.md
  • references/memory-scope.md
  • references/output-selection-guide.md
  • references/parallel-review-patterns.md
  • references/recurring-review-playbooks.md
first 24 of 30
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About this skill
What does the outside-counsel-billing-performance-reviewer skill do?

Reviews outside counsel invoices and related billing data for an in-house legal department, including LEDES or e-billing exports, OCGs, approved rates, discounts, budgets, AFAs, and staffing rules. Starts with internal comparisons before bringing in external data. Produces invoice review findings, MBR/QBR scorecards, dispute logs, and management reports. For demonstration purposes only and not professional advice.

How do I install it?

Run `npx skills add lawve-ai/awesome-legal-skills --skill outside-counsel-billing-and-performance-reviewer-carl-ditzler --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.

Where does this skill come from?

From lawve-ai/awesome-legal-skills, a repository with 618 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.

Is a popular skill a good skill?

Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.

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