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company-analysis

Analyze companies and generate comprehensive research reports. Use when user asks to research, analyze, profile, or investigate a company.

85

1.21x
Quality

83%

Does it follow best practices?

Impact

84%

1.21x

Average score across 3 eval scenarios

SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

77%

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

A well-structured, actionable research skill with a clear phased workflow and verification checklist. Its main weakness is token efficiency and progressive disclosure — it is a long monolithic file whose report template and reference material could be offloaded to separate files.

Suggestions

Move the full Standard Report Format template and the Search Patterns listings into separate reference files (e.g. references/report-template.md, references/search-patterns.md) and link to them from SKILL.md to improve progressive disclosure and reduce inline bulk.

Tighten the body by trimming redundant sections (e.g. consolidate Research Tips and Search Patterns That Work, which overlap) to improve conciseness.

Consider enriching the description with a few more concrete capabilities (e.g. competitive comparison, tech-stack profiling) to lift specificity.

DimensionReasoningScore

Conciseness

The ~316-line body is mostly structured guidance rather than concept padding, but it carries substantial bulk (a ~75-line report template, full search-pattern listings, do/don't lists) that could be tightened without losing clarity.

2 / 3

Actionability

It provides copy-paste-ready web search query strings, a complete structured report template, and concrete delegation instructions to named subagents (web-researcher, people-finder) — specific and actionable for a research skill.

3 / 3

Workflow Clarity

Three timed phases are clearly sequenced (Discovery -> Detailed Research -> Synthesis) and an explicit pre-delivery "Quality Checklist" plus "Common Pitfalls" section serve as validation checkpoints for the process.

3 / 3

Progressive Disclosure

The skill is a single monolithic SKILL.md over 50 lines with no bundle files; the large report template and search-pattern reference are inline content that would benefit from being split into one-level-deep reference files.

2 / 3

Total

10

/

12

Passed

Description

90%

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 solid description that covers what and when with natural trigger terms and a clear company-research niche. Its only weakness is specificity, naming just two fairly abstract actions rather than a richer set of concrete capabilities.

DimensionReasoningScore

Specificity

"Analyze companies and generate comprehensive research reports" names the domain and two actions, but stops short of listing multiple concrete actions like the score-3 anchor; the verbs are fairly abstract.

2 / 3

Completeness

It explicitly answers both what ("Analyze companies and generate comprehensive research reports") and when ("Use when user asks to research, analyze, profile, or investigate a company") with an explicit trigger clause.

3 / 3

Trigger Term Quality

"research, analyze, profile, or investigate" gives good coverage of natural terms a user would actually say when they need this skill.

3 / 3

Distinctiveness Conflict Risk

Company-scoped triggers ("research, analyze, profile, or investigate a company") carve a clear niche that is unlikely to fire for unrelated analysis skills.

3 / 3

Total

11

/

12

Passed

Validation

93%

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

Validation15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

allowed_tools_field

'allowed-tools' contains unusual tool name(s)

Warning

Total

15

/

16

Passed

Repository
udacity/cd14715-claude-code-classroom
Reviewed

Table of Contents

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