Demand Forecasting Framework
v1.0.0Build demand forecasts using time series, causal models, and expert judgment for planning, inventory, and capacity decisions with scenario analysis.
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by@1kalin
MIT-0
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LicenseMIT-0 · Free to use, modify, and redistribute. No attribution required.
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OpenClaw
Benign
high confidencePurpose & Capability
The name/description (demand forecasting) matches the SKILL.md content (time series, causal models, judgmental methods, blended forecasts, metrics, and process guidance). No unrelated binaries, env vars, or config paths are requested.
Instruction Scope
SKILL.md contains high-level formulas, processes, and checklists only; it does not instruct the agent to read local files, access environment variables, or transmit data to third parties. It references external marketing/documentation links but does not direct data exfiltration.
Install Mechanism
No install specification or code files are present; this is instruction-only and does not write or execute code on disk.
Credentials
The skill requests no environment variables, credentials, or config paths—proportionate to an advisory/framework skill.
Persistence & Privilege
always is false and model invocation is default; the skill does not request elevated persistence or to modify other skills or system configuration.
Assessment
This is a non-executable, advisory playbook for forecasting and appears coherent with no direct risks like credential requests or installers. Before using: (1) verify the source if you plan to follow external links or purchase context packs; (2) don't paste sensitive or proprietary data into unknown external sites; (3) treat the formulas and ROI claims as guidance—validate with your team or historical data before operationalizing; and (4) if you want an automated agent to run models from this playbook, expect to need separate, secure deployment code and appropriate credentials/controls (not provided here).Like a lobster shell, security has layers — review code before you run it.
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License
MIT-0
Free to use, modify, and redistribute. No attribution required.