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startup-business-analyst-financial-projections

Create detailed 3-5 year financial model with revenue, costs, cash flow, and scenarios

56

Quality

65%

Does it follow best practices?

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SecuritybySnyk

Passed

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tessl review fix ./plugins/AI-Agents-Safe-Coding-Skills-claude/skills/startup-business-analyst-financial-projections/SKILL.md

The canonical home for this skill is startup-business-analyst-financial-projections in administrakt0r/AI-Agents-Safe-Coding-Skills

SKILL.md
Quality
Evals
Security

Quality

Content

71%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 highly actionable with concrete formulas, benchmarks, and report templates organized in a clear 10-step workflow. It is held back by generic boilerplate sections that pad the context and a broken, buried reference that undermines progressive disclosure.

Suggestions

Remove the generic '## Instructions', '## Use this skill when', and '## Do not use this skill when' boilerplate — the detailed 10-step workflow already conveys this concretely.

Fix or remove the dangling 'resources/implementation-playbook.md' reference; if the playbook exists, place it under references/ and link it clearly from a dedicated section.

Tighten '## What This Command Does', which restates the opening paragraph, to reduce token overhead.

DimensionReasoningScore

Conciseness

The bulk is concrete and useful, but generic boilerplate sections ('## Instructions', '## Use this skill when', '## Do not use this skill when') and the duplicative '## What This Command Does' add padding Claude does not need.

3 / 5

Actionability

Provides executable formulas (MRR, LTV, CAC, burn, runway), specific benchmark targets (LTV:CAC > 3.0, burn multiple < 2.0, Rule of 40 > 40%), concrete scenario percentages, and exact report table templates.

5 / 5

Workflow Clarity

A clear 10-step sequence runs from input gathering to saving the model, and a dedicated Validation section covers sanity checks and benchmark comparisons; minor validation checkpoints within intermediate steps could be more explicit.

4 / 5

Progressive Disclosure

The skill is a single long monolithic file with section headers, but its one external reference ('resources/implementation-playbook.md') is buried, mis-pathed (no resources/ directory exists), and the referenced file is absent.

3 / 5

Total

15

/

20

Passed

Description

58%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 states a clear, specific capability but omits any explicit trigger ('Use when…') guidance, which limits completeness and trigger-term coverage. It is reasonably distinct but reads as a capability statement rather than a discovery trigger.

Suggestions

Append an explicit trigger clause, e.g. 'Use when building startup financial projections, fundraising models, or 3-5 year revenue/cash-flow plans.'

Add natural synonyms users would actually say — 'financial projections', 'fundraising model', 'runway/burn analysis' — to improve trigger-term quality.

Use third-person action verbs and trim the trailing whitespace/newline artifacts in the frontmatter description.

DimensionReasoningScore

Specificity

Names the domain (financial model) plus several concrete elements — 'revenue, costs, cash flow, and scenarios' — listing several specific actions with only minor coverage gaps.

4 / 5

Completeness

It clearly states what the skill does ('Create detailed 3-5 year financial model…') but provides no 'Use when…' clause or equivalent explicit trigger guidance, which caps completeness at 3.

3 / 5

Trigger Term Quality

Includes relevant keywords like 'financial model', 'revenue', 'costs', 'cash flow', and 'scenarios', but omits common synonyms a user would naturally say such as 'financial projections', 'fundraising', or 'budget'.

3 / 5

Distinctiveness Conflict Risk

'3-5 year financial model' carves a fairly distinct niche with minimal overlap risk against unrelated skills, though it could still overlap slightly with general finance/budgeting skills.

4 / 5

Total

14

/

20

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

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

Total

15

/

16

Passed

Repository
administrakt0r/AI-Agents-Safe-Coding-Skills
Reviewed

Table of Contents

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