AI and machine-learning engineering routing guide
Routes engineering requests to work such as model and data-pipeline review, LLM integration, prompt design or model evaluation, helping identify technical next steps. For AI/ML pro
577 published skills on SKILLPI
Original profile ↗Routes engineering requests to work such as model and data-pipeline review, LLM integration, prompt design or model evaluation, helping identify technical next steps. For AI/ML pro
Maps a backend project’s framework, dependencies, routes, middleware, data models, external services and authentication, then summarizes quality and technical-debt signals. For an
This listing indexes the public skill “keep-playbook” in the “marketing campaigns and sales support” use case and the “product and operations” profession, based on the source taxon
This Skillπ entry summarizes touch-audit. The public SKILL.md description states: “Mobile audit — app size, startup time, crash reporting, store compliance, accessibility, offline
This listing indexes the public skill “prism-audit” under Skillπ’s “coding and code review” use case and “software development and IT” profession. Directory tags: ai-lab, 前端审计, 包体积
Covers documenting an architecture choice through its context, rationale, alternatives and trade-offs, with an option to reconstruct prior decisions from recent code changes. For e
This listing indexes the public skill “lumen-recon” in the “data analysis and attribution” use case and the “product and operations” profession, based on the source taxonomy. Direc
This Skillπ entry summarizes spine. The public SKILL.md description states: “Backend engineer — APIs, system design, performance, distributed systems, and service scaffolding.” It
Routes a sales request to focused work such as pipeline review, sales process design, playbooks, pricing or deal support, then outlines the relevant next steps. Useful as a sales-w
Outlines generating text wireframe specifications or hand-drawn HTML wireframes from page requirements, including content hierarchy, interaction annotations and responsive behavior
This Skillπ entry summarizes relay-audit. The public SKILL.md description states: “Audit an existing CI/CD pipeline for slowness, security issues, and reliability gaps. Use when as
This Skillπ entry summarizes pave-catalog. The public SKILL.md description states: “Build a service catalog — schema, starter entries, and governance model. Produces what informati
This Skillπ entry summarizes spine-design. The public SKILL.md description states: “Produce a system design doc — components, data flow, decisions made, tradeoffs, failure modes. N
This Skillπ entry summarizes cortex-integrate. The public SKILL.md description states: “Design and implement an AI feature integration — model selection, architecture pattern, syst
This Skillπ entry summarizes apex. The public SKILL.md description states: “Engineering lead — hand Apex any task and it routes internally. New features, planning, reviews, status,
This listing indexes the public skill “ink-recon” in the “marketing campaigns and sales support” use case and the “marketing and sales” profession, based on the source taxonomy. Di
This Skillπ entry summarizes forge-diagnose. The public SKILL.md description states: “Diagnose runtime infrastructure issues — cold starts, timeouts, scaling problems, network fail
This Skillπ entry summarizes warden-harden. The public SKILL.md description states: “Produce a hardening spec and implement it — auth patterns, security headers, rate limiting, inp
Turns a screen specification and existing project structure into an implementation plan covering design tokens, components, data interfaces, responsive behavior and accessibility.
Structures an executive summary, solution, pricing, implementation steps, ROI assumptions and next actions from deal context, customer pain points, stakeholders, scope and timeline
A catalog entry for the “pitch-landing” skill in the 做封面图与设计 context. Public tags: ai-lab, 着陆页, 转化率优化, 页面布局. Check the pinned upstream revision for its actual behavior, dependencie
Organizes search intent, article structure, content gaps, internal-link targets, length guidance and calls to action from a topic, audience and business goal. Useful for planning b
Drafts multi-touch email or LinkedIn outreach from the target persona, ideal customer profile, value proposition and preferred channel, with personalization cues. It generates copy
Reviews usage, support, satisfaction and renewal signals to organize potential churn causes, assign risk levels and suggest follow-up plans. For customer success analysis; inputs m