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finance-ops

AI-powered financial analysis suite. Generates executive CFO briefings from QuickBooks exports (P&L, Balance Sheet, General Ledger, Cash Flow, etc.) with anomaly detection, burn rate, runway analysis, and scenario modeling. Also estimates codebase development costs with organizational overhead and AI ROI analysis. Triggers on: 'CFO briefing', 'financial analysis', 'cost briefing', 'expense review', 'runway analysis', 'burn rate', 'cost estimate', 'how much would this cost to build', 'development cost', 'Claude ROI'.

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 well-structured and mostly actionable with good progressive disclosure via real reference files. The main gap is missing validation/verification checkpoints in batch and destructive-adjacent workflows, which caps workflow clarity.

Suggestions

Add an explicit validation checkpoint after CFO file ingestion and before writing to history (e.g., verify parsed KPIs are non-empty and flag detection warnings before saving), with a fix-and-retry loop.

Add a verification step to the Codebase Cost Estimator workflow (e.g., sanity-check that summed dev hours and team costs reconcile before emitting the grand total).

Consolidate the scattered reference file mentions into a single 'References' section near the end so navigation is one glance rather than spread across both tool sections.

DimensionReasoningScore

Conciseness

Mostly efficient with bullets and deferred detail, but the telemetry preamble and the closing 'Key Principles' list add minor non-essential prose that could be trimmed.

4 / 5

Actionability

Tool 1 provides concrete executable commands with documented flags, and Tool 2 gives specific actionable steps pointing to real reference files; Tool 2's steps are directive rather than copy-paste ready, keeping it just below a 5.

4 / 5

Workflow Clarity

Both tools have clear numbered sequences, but Tool 1 performs batch file ingestion and writes to history without an explicit validation/verification checkpoint, and Tool 2 has no validation step — the batch-operation cap holds this at 3.

3 / 5

Progressive Disclosure

Clean overview structure with one-level-deep references to verified real files (metrics-guide.md, rates.md, output-template.md, etc.), clearly signaled inline; lacks a consolidated references map, so not a 5.

4 / 5

Total

15

/

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 strong: specific, third-person voiced, and complete with both concrete capabilities and an explicit trigger clause. The only mild concern is the 'AI-powered' buzzword, which does not materially reduce specificity.

DimensionReasoningScore

Specificity

Lists multiple concrete actions across both tools — 'Generates executive CFO briefings from QuickBooks exports... with anomaly detection, burn rate, runway analysis, and scenario modeling' and 'estimates codebase development costs with organizational overhead and AI ROI analysis' — giving comprehensive coverage.

5 / 5

Completeness

Clearly answers both 'what' (two named tools with their capabilities) and 'when' via an explicit 'Triggers on:' clause listing concrete trigger phrases.

5 / 5

Trigger Term Quality

The explicit 'Triggers on' clause includes natural user phrases like 'CFO briefing', 'burn rate', 'how much would this cost to build', and 'Claude ROI' with good synonym coverage.

5 / 5

Distinctiveness Conflict Risk

Targets a distinct niche — CFO briefings from QuickBooks exports plus codebase cost estimation — with specific trigger phrases unlikely to clash with other skills.

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
ericosiu/ai-marketing-skills
Reviewed

Table of Contents

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