Financial Model Forecast Reviewer

--- name: financial-model-forecast-reviewer description: >- Help users with Validated demand: Agent users show strong demand for Weather-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request.. Use when a user asks for work-productivity, weather, current, forecasts, api, or needs a practical workflow, artifact, checklist, analysis, or implementation support for this requirement. --- # Financial Model Forecast Reviewer ## Requirement Use this skill to help AI-agent users, skill authors, maintainers, and teams who want proven popular skill patterns adapted into more reliable or adjacent workflows with: > Validated demand: Agent users show strong demand for Weather-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creating adjacent skills inspired by the same job-to-be-done. This requirement is supported by 12 separate online signals across 3 source families, so it represents broader demand rather than a single isolated request. Demand score: 100/100 (`70/70` demand, `30/30` local feasibility). Evidence: 12 signals across 3 source families. Read `references/requirement-plan.md` when source evidence, planning details, or review criteria are needed. ## Workflow 1. Restate the user's outcome, constraints, available inputs, and success criteria. 2. Create a concise work plan, template, automation outline, or decision aid that reduces manual coordination. 3. Ask only for missing information that materially changes the output; otherwise make reasonable assumptions and continue. 4. Keep the implementation local-hardware friendly: prefer scripts, templates, checklists, and small-model or CPU-safe workflows over cloud-only or large-training approaches. 5. Produce the requested artifact, workflow, checklist, analysis, code change, or decision support. 6. Validate the output against the success criteria and list any remaining risks or follow-up work. ## Expected Outputs - A tailored answer or artifact for the user's immediate situation. - A reusable checklist or workflow when the task is repeatable. - A verification note showing how the result was checked. ## Validation - The output directly addresses the discovered requirement. - The user can act on the result without reading the original source post. - Assumptions, limits, and required inputs are visible. - The final response includes a short usage or next-step note when helpful. ## Triggers Keywords: `work-productivity`, `weather`, `current`, `forecasts`, `api`, `key`, `required`, `popular-skill`, `users`, `bug fix` Example trigger sentences: - `Help me Agent users show strong demand for Weather-style workflows on Clawhub. They need practical help fixing bugs, hardening s.` - `I need a practical workflow for Agent users show strong demand for Weather-style workflows on Clawhub. They need practical help fixing bugs, hardening s.` - `Use $financial-model-forecast-reviewer to handle Agent users show strong demand for Weather-style workflows on Clawhub. They need practical help fixing bugs, hardening s.`

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