business-analyst

Master modern business analysis with AI-powered analytics, real-time dashboards, and data-driven insights. Build comprehensive KPI frameworks, predictive models, and strategic recommendations. Use PROACTIVELY for business intelligence or strategic analysis.

Quality

43%

Does it follow best practices?

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tessl review fix ./skills/business-analyst/SKILL.md

Quality

Content

20%

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 verbose persona-style enumeration of broadly-known BI/analytics concepts with abstract, non-executable guidance and no progressive disclosure, offering little that Claude does not already know.

Suggestions

Cut the catalogues of tools and techniques Claude already knows (platform lists, ML/NLP enumerations, Knowledge Base) down to the few task-specific conventions or heuristics unique to this skill.

Replace abstract instructions ('Design analytical framework') with concrete, executable guidance — example SQL/metric definitions, a starter KPI template, or a copy-paste churn-cohort query.

Add explicit validation checkpoints to the Response Approach (e.g., 'reconcile metric definitions with the stakeholder before building; sanity-check the dashboard totals against source data').

Dimension	Reasoning	Score
Conciseness	The ~170-line body is padded with concepts Claude already knows (enumerations of Tableau, Power BI, Snowflake, ML, NLP) and fluff such as 'Masters modern analytics platforms... Combines technical proficiency with business acumen', matching the verbose/explains-known-concepts anchor.	1 / 3
Actionability	Guidance is abstract — 'Apply relevant best practices and validate outcomes', 'Design analytical framework with appropriate methodologies' — with no executable code, commands, or concrete examples, fitting the 'vague or abstract; describes rather than instructs' anchor.	1 / 3
Workflow Clarity	The 8-step Response Approach provides a sequence ('Define business objectives... Assess data availability... Execute comprehensive analysis'), but validation checkpoints and feedback loops are only implicit ('validate outcomes'), fitting the 'steps listed but validation gaps' anchor.	2 / 3
Progressive Disclosure	It is a single monolithic file with no bundle references, and large capability/trait inventories that could be split out are inlined; sections are organized, but the small-skill (<50 lines) exception does not apply, so it lands at 'some structure but content that should be separate is inline'.	2 / 3
	Total	6 / 12 Passed

Description

67%

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 structurally answers both what and when with an explicit trigger, but it leans on buzzwords and generic terms that blunt its specificity, trigger naturalness, and distinctiveness.

Suggestions

Replace abstract phrases like 'AI-powered analytics' and 'data-driven insights' with concrete, specific actions (e.g., 'analyze churn cohorts, build KPI dashboards, forecast revenue').

Broaden the trigger with natural user phrasings beyond 'business intelligence or strategic analysis' — e.g., 'Use when the user asks to analyze metrics, build a dashboard, size a market, or model revenue'.

Tighten the 'when' clause to a more distinct niche so it does not overlap with generic strategy or data-science skills.

Dimension	Reasoning	Score
Specificity	It names the domain and several actions ('Build comprehensive KPI frameworks, predictive models, and strategic recommendations'), but the actions are high-level and padded with buzzwords like 'AI-powered analytics' and 'data-driven insights' rather than the concrete, granular actions of the top anchor.	2 / 3
Completeness	It answers both what ('Master modern business analysis... Build comprehensive KPI frameworks, predictive models, and strategic recommendations') and when, with an explicit trigger clause ('Use PROACTIVELY for business intelligence or strategic analysis'), matching the anchor that requires explicit trigger guidance.	3 / 3
Trigger Term Quality	It includes some terms a user might say ('business intelligence', 'dashboards', 'KPI', 'predictive models'), but the phrasing leans jargon-heavy and omits common natural variations a user would actually utter, fitting the 'some relevant keywords but missing common variations' anchor.	2 / 3
Distinctiveness Conflict Risk	The business-analyst / BI niche is somewhat specific, but the trigger 'strategic analysis' is broad and could overlap with other strategy or planning skills, fitting 'somewhat specific but could still overlap with similar skills'.	2 / 3
	Total	9 / 12 Passed

Validation

93%

Warnings & errors only

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

Validation — 15 / 16 Passed

Validation for skill structure

Criteria	Description	Result
metadata_version	'metadata.version' is missing	Warning

	Total	15 / 16 Passed

Repository: rmyndharis/antigravity-skills
Path: skills/business-analyst/SKILL.md
Commit: e63f7dd

Reviewed: about 5 hours ago

Table of Contents

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