error-model-validation-architect
Design and implement consistent API validation and error-handling behavior for Kotlin plus Spring services. Use when defining error payloads, mapping framework…
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Updated 11-06 00:14
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Design and implement consistent API validation and error-handling behavior for Kotlin plus Spring services. Use when defining error payloads, mapping framework…
Keep rat-stack current and clean. Update exact dependency versions, learn from repos on the same versions, and add lint rules before cleanup.
Functional and colour harmony (和声:功能与色彩) - choosing chords for a melody and then upgrading them without over-cooking. The three functions and three cadence…
Diagnose unstable or underperforming training runs from logs, curves, configs, and samples. Use when a run diverges, plateaus, collapses, overfits, underfits,…
Ultra-compressed communication mode. Reduces token usage by about 75% by removing filler words, articles, and pleasantries while maintaining full technical accuracy. Use when the user says "caveman mode", "talk like caveman", "use caveman", "less tokens", "be brief", or invokes /caveman.
Compress the current conversation into a handoff document for another agent to continue.
Assign a delivering persona and an independent physical scene to a TikTok/UGC script draft, each traceable back to a literal quote in the script. Use when the…
Use this skill ALWAYS when the user explicitly requests "ultimate mode", "max efficiency", "binary mode", or asks you to write code with literally zero English…
AI-powered idea/problem/challenge manager with GitHub integration. Captures, categorizes, reviews, and helps ship ideas to repos.
Searches Google and extracts full page content from every result via trafilatura. Returns clean readable text, not just snippets. Use when the user needs web…
Manage version control with Jujutsu (jj) — no staging area, immediate changes, smart rebasing. Use when navigating history, squashing, or pushing to Git…
Composer dependency management playbook for safe, systematic package updates. Use when the user asks to update Composer dependencies, audit packages for…
Initialize a .spec-driven/ directory in a project. Creates config.yaml, roadmap/, and specs/ scaffold, then guides the user to fill in project context.
Complete lifecycle management of Feishu Bitable: building from scratch + daily CRUD operations. **Use this Skill when**: (1) The user says "build a Bitable", "make an XX table", "build an XX system" (2) The user describes business requirements and wants to implement them with Bitable (3) Need to query, add, modify, delete records in Bitable (4)…
Formats fiction books for blind and visually impaired readers using Twin-Vision Interlined Braille, Audio-Tactile QR Bridges, Braille Unicode, and EPUB3…
Create a comprehensive checkpoint commit with detailed analysis of all changes. Use this skill when the user says "checkpoint", "commit everything", "save my…
Guide for recovering lost Git commits, resolving detached HEAD states, and fixing common Git repository issues. This skill should be used when users need help…
Guidance for implementing tensor parallelism in PyTorch, including ColumnParallelLinear and RowParallelLinear layers. This skill should be used when…
Create research-backed product and technical solution plans from a user's requirement. Use when the user asks for detailed feasibility analysis, technology…
For each spending category, computes current-period spend, 6-month rolling average, year-over-year delta, and budget variance, then flags categories that are…
Synthesizes intrinsic (DCF) and relative (multiples) valuation outputs into a final value estimate and investment recommendation. Reconciles divergent…
Install, operate, and troubleshoot Unsloth Core, Studio, and Desktop for local inference and model training. Use for Unsloth environment setup, LoRA/QLoRA…
Product discovery orchestrator - routes to specialized frameworks for interviews, assumptions, JTBD, and prioritization.
Analyze MSBuild binary logs to diagnose build failures. USE FOR: build errors that are unclear from console output, diagnosing cascading failures across…