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model-update

Update financial models with new data — quarterly earnings, management guidance, macro changes, or revised assumptions. Adjusts estimates, recalculates valuation, and flags material changes. Use after earnings, guidance updates, or when assumptions need refreshing. Triggers on "update model", "plug earnings", "refresh estimates", "update numbers for [company]", "new guidance", or "revise estimates".

69

Quality

84%

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SKILL.md
Quality
Evals
Security

Quality

Content

68%Weight 40%Scale 1-5

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

The body is a well-organized, lean workflow template that assumes domain competence, but it stops at structural scaffolding — empty tables and high-level directions instead of the concrete formulas, methods, and embedded validation checkpoints needed to execute the steps.

Suggestions

Add the actual computational methods behind the empty valuation cells — e.g., the DCF formula, how NTM EPS × target multiple yields the P/E price target, and how to bridge GAAP vs adjusted figures — so the guidance is executable rather than just structural.

Promote validation into the step sequence as explicit checkpoints (e.g., a 'Reconcile to reported figures -> fix discrepancies -> only then project forward' step, and a 'Validate revised estimates vs consensus' step) with a fix-and-retry loop, instead of burying them in Important Notes.

Fill or annotate the empty template tables with at least one worked example row so Claude can see the expected output shape and calculation pattern.

DimensionReasoningScore

Conciseness

The body is lean tables and bullets that assume Claude's financial competence — it never explains what EPS, DCF, or EV/EBITDA mean — and the template tables are functional structure rather than padding.

5 / 5

Actionability

Concrete structure is present (named line items, valuation methods, specific considerations like 'Check consensus after updating'), but every computation cell is empty with no formulas or methods for actually deriving DCF or the price target, leaving key executable details missing.

3 / 5

Workflow Clarity

A clear 6-step sequence exists, and validation guidance is present ('Always reconcile your estimates... before projecting forward', 'Check consensus after updating'), but those checkpoints live in 'Important Notes' rather than as explicit verification steps in the flow, with no validate->fix->retry feedback loop.

3 / 5

Progressive Disclosure

A single self-contained file with clear section headers and no nested references is well-organized and easy to navigate, but it is monolithic without an overview-pointing-to-details pattern that would warrant a 5.

4 / 5

Total

15

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20

Passed

Description

100%Weight 40%Scale 1-5

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

A strong description: it concisely states what the skill does, when to use it, and lists natural trigger phrases, all in third-person voice with no over-claims or padding.

DimensionReasoningScore

Specificity

Names the domain and four concrete actions ('Adjusts estimates, recalculates valuation, and flags material changes') plus enumerated data-source types, matching the comprehensive-coverage anchor rather than the minor-gaps anchor at 4.

5 / 5

Completeness

Explicitly answers both what ('Update financial models... Adjusts estimates, recalculates valuation, and flags material changes') and when ('Use after earnings, guidance updates, or when assumptions need refreshing. Triggers on...') with concrete trigger phrases.

5 / 5

Trigger Term Quality

Six natural analyst phrases including synonyms ('update model', 'plug earnings', 'refresh estimates', 'update numbers for [company]', 'new guidance', 'revise estimates') provide comprehensive coverage of terms a user would actually say.

5 / 5

Distinctiveness Conflict Risk

Targets a clear niche (financial-model updates) with distinct, domain-specific triggers, yielding minimal overlap risk with unrelated skills.

5 / 5

Total

20

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20

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.

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
anthropics/financial-services
Reviewed

Table of Contents

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