sciman-top
Community@sciman-top
sciman-top provides disciplined software engineering skills covering TDD, debugging, code review, design interrogation, plus Windows PowerShell and Chinese education content authoring.
Agent Skills by sciman-top
Showing 19 vetted skills indexed across 1 GitHub repositories.
research
Gathers decision-relevant primary-source evidence through bounded read-only research.
test-driven-development
Applies a focused Red-Green-Refactor loop to one explicitly requested behavior seam.
systematic-debugging
Diagnose observed failures through evidence-based root-cause analysis before changing code.
find-skills
Search and assess installable agent skills through a validated read-only npm CLI wrapper.
code-review-and-quality
Reviews code changes for correctness, security, performance, and test coverage gaps.
grill-with-docs
Interrogate a proposed design through focused questions before writing durable documentation.
verification-before-completion
Verify completion claims with the smallest sufficient evidence before reporting.
grill-me
Runs a read-only design interview that challenges a proposed plan through a native subagent.
grilling
Stress-tests proposed plans through sequential high-leverage design interview questions.
capability-router
Discovers and validates cold skills against a fingerprinted catalog before host loading.
draft-tickets
Drafts dependency-aware tracer-bullet ticket breakdowns from plans without publishing them.
ai-coding-workflow
Executes coding tasks with repository-grounded scope, proportionate verification, and resumable progress.
custom-powershell-windows-automation
Writes safe PowerShell 7 automation for Windows tasks, config, and file operations.
custom-creator-publishing
Drafts and adapts source-backed Chinese long-form articles for WeChat, Zhihu, and blogs.
custom-junior-physics-animation
Designs and implements physics teaching animations with validated models and classroom verification.
custom-windows-wpf-teacher-app
Design and implement Windows-first WPF classroom applications with touch, pen, and recovery support.
custom-teacher-courseware-ppt
Creates and revises classroom-ready PPTX courseware for junior middle school physics teaching.
draft-spec
Drafts review-ready Markdown specifications from conversation and repository context without publishing.
custom-powerpoint-accessibility
Audit PowerPoint presentations for accessibility using structural, visual, and native checker reviews.
Frequently Asked Questions About sciman-top
FAQPage SchemaWhat tasks can I accomplish with sciman-top's skills?▼
You can run strict Red-Green-Refactor TDD, perform evidence-based root-cause debugging, audit code for correctness and security, stress-test designs through structured grilling interviews, draft specs and ticket breakdowns, write PowerShell 7 Windows scripts, and produce Chinese physics courseware and accessible PPTX decks.
Who are sciman-top's skills designed for?▼
The skills target software engineers practicing disciplined TDD, code review, and verification, plus Windows developers building WPF teacher applications with PowerShell 7 tooling, and Chinese educators creating junior-middle-school physics lessons, slide decks, and long-form content for WeChat or Zhihu.
How do the skills enforce quality during coding work?▼
The ai-coding-workflow skill executes repository-grounded implementation with proportionate verification, while verification-before-completion demands fresh lowest-sufficient evidence before any done claim, and code-review-and-quality audits correctness, security, performance, and missing tests without modifying code.
What prerequisites or constraints apply to these skills?▼
Most skills are read-only or draft-only by contract: research and find-skills never install or persist without explicit authorization, draft-spec and draft-tickets never publish to trackers, and the PowerShell skill targets PowerShell 7 on Windows, treating 5.1 as an explicit legacy constraint.
Can the skills help design and validate education content?▼
Yes. The junior-physics skill establishes lesson goals and misconceptions before choosing web/SVG, Manim, PPT, or static media; the courseware skill builds classroom-ready PPTX decks with formative exit checks; and the accessibility skill audits existing PowerPoint presentations using editable structure and native checks.