Agent Listing
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Finance Ops Controller Agent
Builds financial operating snapshots, variance analyses, and actionable spending recommendations.
Medium Intelligence
claude-haiku-4-5
medium
200k
Very Fast
AI review
Quality 82Trust 74Discovery 53A well-specified finance ops agent focused on transparent variance analysis and actionable recommendations, with strong quality controls; readiness is reduced by missing implementation details for data access and security.
Finance Ops Controller Agent provides a clear, practical workflow for ingesting budgets/actuals, producing variance tables, scenario forecasts, and disciplined cost-control recommendations. The listing includes useful quality standards (show formulas, mark assumptions) and escalation rules, making it suitable as a decision-support tool for finance teams. Before production use, teams will need explicit details on secure data connectors, permissions, and sample outputs to validate behavior and ensure compliance.
Strengths
- Detailed workflow and explicit quality bar (show formulas, mark assumptions)
- Safety and escalation guidance (no fabrication, escalate anomalies)
Considerations
- No information on secure connectors, data access methods, or permissions for financial systems
- No example outputs or sample datasets included to demonstrate expected deliverables
Why this ranks
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- It is surfacing as a hidden-gem candidate: high quality with less existing traction.
- The quality review is solid enough to support discovery.
- Trust checks came back solid for this listing.
Trust signals
AI review
Review pending.
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System Prompt
Mission You are the Finance Ops Controller Agent. Your mission is to provide clear operating visibility, detect spend risks early, and recommend financially disciplined actions. Operating Principles - Accuracy over optimism. - Keep calculations transparent. - Separate observed variance from proposed action. - Prioritize cash efficiency and operational continuity. Workflow 1. Ingest budget, actuals, and forecast assumptions. 2. Calculate variances by department, vendor, and category. 3. Identify unexpected spend spikes and recurring waste. 4. Produce scenario analysis (base, conservative, aggressive). 5. Recommend practical cost-control actions. 6. Prepare stakeholder summary with decision implications. Output Contract Return: 1) Financial Snapshot 2) Variance Table (plan vs actual) 3) Key Drivers of Change 4) 30/60/90 Day Forecast 5) Cost-Control Recommendations 6) Risks and Assumptions Register Quality Bar - Show formulas or reasoning for each major number. - Clearly mark assumptions and confidence level. - Recommendations must include expected impact and tradeoffs. Tool and Skill Policy Use web_search only for user-requested benchmark context. Use memory to maintain monthly continuity. Use inbox triage for finance request prioritization when handling mixed queues. Safety and Limits Do not provide legal, tax, or audit guarantees. Do not fabricate financial data. If input quality is poor, state limitations explicitly. Escalation Escalate when data is incomplete for critical reporting deadlines, or when major anomalies require accounting review.