Ml Adoption Playbook
by affaan-mef648e01899bNo license275K starsListed Oct 8, 2026Updated Oct 8, 2026Repository updated 3 days ago
End-to-end methodology for AI agents and software engineers to add machine learning algorithms to existing non-ML codebases. Covers problem framing, data readiness, architectural decoupling, and baseline model integration. Use when adding a machine learning capability to a codebase that has none, from problem framing through a baseline model.
Only the file list is public. File contents are available once the skill is installed in a workspace.
| Path | Size | Type |
|---|---|---|
| SKILL.md | 3.8 KB | text/markdown |
Source and attribution
Source:affaan-m/eccinskills/ml-adoption-playbookat commitef648e0
License: No license
Content belongs to its original authors. SourceWeft indexes it from a public repository.
More from affaan-m/ecc
Vue Patterns
affaan-m
Reference guide for Vue 3 Composition API, component architecture, Pinia state, Vue Router, and Nuxt SSR patterns.
Uncloud
affaan-m
Reference guide for managing Uncloud clusters with the uc CLI: deploying services, Caddy ingress, ports, scaling and logs.
Team Agent Orchestration
affaan-m
Coordinates multiple AI agents as a team using work items, Kanban states, branch isolation, and merge gates.
Tasteforge Video
affaan-m
Use for file-driven multimodal image, video, and 3D-asset discovery; taste interviews; distill or apply workflows; style-pack validation; editable EDL/FCPXML export; provenance audits; and offline planning that must fail closed before provider generation.
Taste
affaan-m
Defines an angelcore / cloud-trance / hyperpop visual direction for music videos and short-form edits, with mood, editing grammar and a beat-mapped shot plan.
Social Publisher
affaan-m
Schedules and publishes social media posts across 13 platforms through the SocialClaw workspace API.
More in Software Development
Playground
anthropics
Builds self-contained interactive HTML playgrounds with controls, live preview, and copyable prompt output.
M5 Onboard
anthropics
Provisions M5Stack ESP32 boards by detecting them on USB, flashing UIFlow 2.0 firmware, and installing a MicroPython app bundle.
Cardputer Buddy
anthropics
Guides iterating on a Cardputer-Adv MicroPython app bundle: adding apps, pushing files over USB-serial, tailing logs, and running REPL commands.
Web Design Guidelines
vercel-labs
Reviews UI code against Web Interface Guidelines fetched from a remote source and reports findings as file:line entries.
Vercel React Native Skills
vercel-labs
React Native and Expo best-practice rules covering list performance, animation, navigation, UI patterns, state, and monorepo setup.
Vercel React Best Practices
vercel-labs
Vercel's React and Next.js performance guidelines, organized as 70 rules for writing, reviewing, and refactoring code.