Product & Innovation Playbook

Product & Innovation Playbook. Use for: product-market fit validation, product roadmapping, user research, prototyping and iteration, competitive analysis, m...

Dropshipping Product Research

Evaluates dropshipping products by scoring demand, competition, margin, creative fit, and risk to recommend go, test, or reject decisions.

first-order-model-fitting

Fit first-order dynamic models to experimental step response data and extract K (gain) and tau (time constant) parameters.

AI Fitness Content Empire Builder: Research, Script and Produce 30 Viral Fitness Videos Per Month in 2 Hours

Automates researching, scripting, and producing 30 viral, fully optimized fitness videos monthly across top platforms in just 2 hours.

Fitbot

Personal fitness coaching. Use when users ask about training, workouts, programs, progression, or fitness accountability. Onboards new users, deep-researches...

Prospect

Filter raw target lists into prioritized prospects worth pursuing. Score fit, timing, value, and access. Route each target to pursue, research, watch, or drop.

Web Design Lead Qualifier

Research and score prospective web design clients. Crawl their site, assess fit, and produce a qualification report. Use when asked to qualify a lead, resear...

Occam's Razor Analysis

Evaluates competing hypotheses to select the simplest explanation fitting the scenario using Forensic, Academic, or combined logic modes.

scipy-curve-fit

Use scipy.optimize.curve_fit for nonlinear least squares parameter estimation from experimental data.

SN94 Competition Poster

Use when creating, reviewing, or packaging SN94 BitSota competition proposals and replayable task repositories that fit the autoresearch backend format, incl...