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earnings-analysis

Create professional equity research earnings update reports (8-12 pages, 3,000-5,000 words) analyzing quarterly results for companies already under coverage. Fast-turnaround format focusing on beat/miss analysis, key metrics, updated estimates, and revised thesis. Includes 1-3 summary tables and 8-12 charts. Use when user requests "earnings update", "quarterly update", "earnings analysis", "Q1/Q2/Q3/Q4 results", or post-earnings report.

72

Quality

88%

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

77%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 well-organized with strong workflow sequencing, validation checkpoints, and clean progressive disclosure to real reference files. Its main weakness is conciseness—some sections repeat content and lean on heavy emphasis formatting that adds tokens without adding information.

Suggestions

Consolidate the page-by-page report structure so it appears once—either in Phase 4 or the Output Specification—and reference it from the other location to remove the duplication.

Trim the emoji-heavy emphasis markers (⭐⭐⭐ MANDATORY, 🚨🚨🚨) in the Citations and Phase 1 sections; the requirements are clear without them and they consume tokens.

The 'Key Differences from Initiation Report' table partially rehashes the Key Characteristics bullets—consider shortening it to only the distinguishing rows (Scope, Focus, Company Background).

DimensionReasoningScore

Conciseness

Mostly efficient but carries real redundancy—the page-by-page structure is repeated in Phase 4 and Output Specification, and the citations section is padded with emoji-heavy emphasis (⭐⭐⭐, 🚨🚨🚨) that could be trimmed.

3 / 5

Actionability

Provides concrete, specific guidance—file naming convention, citation templates with hyperlink formatting, a chart list, and page-by-page structure—though executable chart/DOCX specifics are deferred to references.

4 / 5

Workflow Clarity

Five clearly sequenced phases with timeboxes, an explicit date-verification feedback loop in Phase 1 (check → search → verify → retry if stale), and a citations verification checklist, matching the validation-and-feedback-loop anchor.

5 / 5

Progressive Disclosure

Clear overview in SKILL.md with three well-signaled, markdown-linked, one-level-deep references (all confirmed real files), plus a Resources section describing each.

5 / 5

Total

17

/

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.

The description is comprehensive, specific, and well-triggered, clearly conveying both the deliverable scope and the precise conditions for use. It distinguishes itself well from adjacent report types.

DimensionReasoningScore

Specificity

Lists multiple concrete actions and deliverables—'analyzing quarterly results', 'beat/miss analysis, key metrics, updated estimates, and revised thesis', plus '1-3 summary tables and 8-12 charts'—giving comprehensive coverage of what the skill produces.

5 / 5

Completeness

Explicitly answers both 'what' (create professional equity research earnings update reports with specified scope) and 'when' (Use when user requests...) with concrete trigger phrases.

5 / 5

Trigger Term Quality

Provides comprehensive natural trigger phrases users would actually say: 'earnings update', 'quarterly update', 'earnings analysis', 'Q1/Q2/Q3/Q4 results', and 'post-earnings report'.

5 / 5

Distinctiveness Conflict Risk

Occupies a clear niche—earnings updates for companies already under coverage—with distinct triggers and explicit contrast against initiation reports and flash notes, minimizing conflict risk.

5 / 5

Total

20

/

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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