data-validator
QA gate that validates analysis outputs before they're shared with stakeholders — checking classification accuracy, calculation consistency, confidence band…
Skill by gudakeshin
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/gudakeshin-data-validator
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
Use cases: documents, testing, data
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/data-validator
What's inside
- Skill name
data-validator- Description
- QA gate that validates analysis outputs before they're shared with stakeholders — checking classification accuracy, calculation consistency, confidence band reasonableness, and data quality flags. Use this skill when the user says 'validate the analysis', 'QA check', 'sanity check the numbers', 'verify the results', 'check for errors', 'is this right?', 'review before sharing', or any indication they want a second pair of eyes on the outputs. Also trigger automatically before the business-case-builder produces a final document — savings estimates in a business case that don't add up will destroy credibility. Think of this as the skeptical reviewer who asks the uncomfortable questions before the CFO does.
- License
- unknown
- Instructions
- 146 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
The license isn't open source, so the instructions aren't shown here. Read SKILL.md on GitHub
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- 0.497score
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Apply outcomes-per-dollar heuristics — cost-per-employee, cost-as-percentage-of-revenue, cost-per-transaction, and similar efficiency ratios — to evaluate…
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bva-analyzer
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Budget-vs-Actuals variance analysis with price / volume / mix decomposition.
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conflict-detector
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Scan spend data drawn from multiple source systems for conflicts — TDS withholding mismatches, GST discrepancies, duplicate vendors, and intercompany /…
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consolidation-analyzer
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Roll up spend across multiple legal entities into a consolidated group view, eliminate intercompany transactions, and report consolidation completeness.
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contract-lifecycle-manager
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Surface contract renewals, auto-renewal risk, exit-penalty exposure, and the share of spend locked in by current contract commitments.
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cost-to-serve-analyzer
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Analyse cost-to-serve by segment, surface per-employee and per-unit cost drivers, and identify unprofitable segments where allocated OpEx exceeds segment…
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dashboard-builder
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Create interactive HTML dashboards with charts, filters, and tables to visualize spend analysis results, benchmarking gaps, and value bridge outputs.
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analysis-synthesizer
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Synthesizes outputs from upstream OpEx Intelligence skills (variance decomposition, root-cause analysis, savings modeling, pipeline tracking) into a single…
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business-case-builder
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Generate structured, executive-ready business case documents for cost optimization initiatives, complete with financial projections, implementation timeline…
SkillCFreshness: C★ 1Claude Code +9 - 0.492score
document-contextualizer
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Extract business context from uploaded documents (contracts, budget narratives, policy memos, org charts, board presentations, annual reports) to enrich spend…
SkillCFreshness: C★ 1Claude Code +9 - 0.492score
executive-communication
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Transforms analytical outputs into concise, executive-ready communication from a Finance Business Partner perspective.
SkillCFreshness: C★ 1Claude Code +9
Signals
- Stars
- 1
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- May 17, 2026 (5 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- License unknown
- Repository
- github.com/gudakeshin/opex-cost-analyzer
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from gudakeshin
- 0.497score
indian-tax-optimizer
gudakeshin
Identify GST ITC leakage, RCM exposure, inverted duty refund opportunities, and TDS reconciliation gaps from Indian enterprise spend data.
SkillCFreshness: C★ 1Claude Code +9 - 0.493score
heuristic-analyzer
gudakeshin
Apply outcomes-per-dollar heuristics — cost-per-employee, cost-as-percentage-of-revenue, cost-per-transaction, and similar efficiency ratios — to evaluate…
SkillCFreshness: C★ 1Claude Code +9 - 0.492score
consolidation-analyzer
gudakeshin
Roll up spend across multiple legal entities into a consolidated group view, eliminate intercompany transactions, and report consolidation completeness.
SkillCFreshness: C★ 1Claude Code +9 - 0.492score
bva-analyzer
gudakeshin
Budget-vs-Actuals variance analysis with price / volume / mix decomposition.
SkillCFreshness: C★ 1Claude Code +9 - 0.492score
conflict-detector
gudakeshin
Scan spend data drawn from multiple source systems for conflicts — TDS withholding mismatches, GST discrepancies, duplicate vendors, and intercompany /…
SkillCFreshness: C★ 1Claude Code +9 - 0.492score
business-case-builder
gudakeshin
Generate structured, executive-ready business case documents for cost optimization initiatives, complete with financial projections, implementation timeline…
SkillCFreshness: C★ 1Claude Code +9
Cite this page
data-validator skill. Agent Mart. https://agentmart.dev/skills/gudakeshin-data-validator (last updated 2026-10-24)