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billing-cycle-manager

Operational billing execution for legal matters. Monthly bill prep and billing instructions, LC invoice review and disbursement treatment, client billing query responses, cashflow modelling (LC payment obligations vs client receipts), and leverage and burn analysis (staffing mix, predicted total cost, margin trajectory). Trigger on: 'prepare the bill', 'billing instruction', 'end of month billing', 'LC invoice', 'local counsel invoice', 'pass through as disbursement', 'client querying the invoice', 'billing dispute', 'cashflow gap', 'when will we get paid', 'LC payment due', 'leverage analysis', 'staffing mix', 'predicted total cost', 'burn rate by grade', 'are we on track', 'what will this matter cost'.

90

Quality

88%

Does it follow best practices?

Impact

Pending

No eval scenarios have been run

SecuritybySnyk

Passed

No known issues

SKILL.md
Quality
Evals
Security

Quality

Discovery

100%

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

This is a strong, well-crafted skill description that clearly defines a specific domain (legal billing operations), lists concrete capabilities, and provides an extensive set of natural trigger terms. The description effectively differentiates itself through domain-specific legal billing terminology and covers both the 'what' and 'when' comprehensively. Minor improvement could come from slightly more concise formatting, but the content quality is excellent.

DimensionReasoningScore

Specificity

Lists multiple specific concrete actions: monthly bill prep, billing instructions, LC invoice review, disbursement treatment, client billing query responses, cashflow modelling, leverage and burn analysis with sub-details like staffing mix, predicted total cost, and margin trajectory.

3 / 3

Completeness

Clearly answers both 'what does this do' (operational billing execution with specific sub-tasks) and 'when should Claude use it' via an explicit 'Trigger on:' clause with extensive trigger phrases covering multiple use scenarios.

3 / 3

Trigger Term Quality

Excellent coverage of natural trigger terms users would actually say, including variations like 'prepare the bill', 'end of month billing', 'LC invoice', 'local counsel invoice', 'client querying the invoice', 'billing dispute', 'cashflow gap', 'when will we get paid', 'burn rate by grade', 'are we on track', and 'what will this matter cost'. These are highly natural phrases.

3 / 3

Distinctiveness Conflict Risk

Highly distinctive niche focused on legal matter billing operations, LC invoice handling, and legal-specific financial analysis. The domain-specific terminology (LC invoices, disbursement treatment, leverage analysis, burn rate by grade) makes it very unlikely to conflict with generic billing or finance skills.

3 / 3

Total

12

/

12

Passed

Implementation

77%

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

This is a highly actionable and well-structured skill with excellent concrete templates, clear validation checkpoints, and well-defined operating modes. Its main weakness is length — the extensive inline domain knowledge sections make it a large single file that could benefit from progressive disclosure into linked reference documents. Some philosophical and explanatory passages could be tightened without losing operational value.

Suggestions

Extract the detailed domain knowledge sections (Bill Preparation, LC Invoice Review, Client Billing Queries, Cashflow Modelling, Leverage and Burn) into separate reference files and link to them from a leaner SKILL.md overview — this would significantly improve progressive disclosure and reduce token cost for modes not being used.

Tighten explanatory passages that describe judgment principles Claude can infer — e.g., the write-down philosophy paragraph, the tone principle explanation, and the 'why leverage matters' section could each be reduced to 1-2 sentences of actionable guidance.

DimensionReasoningScore

Conciseness

The skill is thorough and mostly earns its length given the complexity of five operating modes, but there is notable verbosity in places — e.g., explaining why leverage matters, the philosophical framing of write-downs ('the write-down that avoids a difficult conversation today...'), and the extended tone principle in Mode 3. Several paragraphs explain judgment principles Claude could infer from shorter guidance.

2 / 3

Actionability

The skill provides concrete, copy-paste-ready templates throughout: billing instruction table format, LC query letter format, cashflow funding gap table, leverage table with gearing note template. Each mode has clearly specified inputs and required outputs. The guidance is specific enough to execute without ambiguity.

3 / 3

Workflow Clarity

The 'Before Starting Any Mode' section establishes a clear validation checkpoint (confirm identifiers before any output). Each mode has defined inputs and required outputs. Mode 2 has a three-step review methodology (budget, scope, engagement terms). Mode 3 has explicit decision logic (explain/adjust/write-off) with fallback drafts. Mode 4 includes management action options with thresholds. The skill includes cross-skill handoffs with explicit trigger phrases.

3 / 3

Progressive Disclosure

The skill is a single large document (~400 lines) with no references to external files for detailed content. The domain knowledge sections for each mode are extensive and inline. While the structure with clear headers is good, the LC invoice review methodology, client billing query guidance, and cashflow modelling sections could each be separate reference documents linked from a leaner SKILL.md overview.

2 / 3

Total

10

/

12

Passed

Validation

100%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation11 / 11 Passed

Validation for skill structure

No warnings or errors.

Repository
legalopsconsulting/lpm-skills
Reviewed

Table of Contents

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