lwy-project-skill-writer
This skill transforms recurring manual tasks into standardized, reusable AI capabilities by understanding your problem, analyzing your project structure, and generating a complete skill design. It guides you through problem classification, project profiling, and skill architecture before generating executable SKILL.md files that integrate seamlessly with your codebase.
lwy-project-skill-writer converts your recurring manual tasks into reusable AI skills by analyzing your problem and project context.
AI-generated summary based on this skill's SKILL.md
Decision gist · record as of 2026-06-03
lwy-project-skill-writer converts your recurring manual tasks into reusable AI skills by analyzing your problem and project context. This skill transforms recurring manual tasks into standardized, reusable AI capabilities by understanding your problem, analyzing your project structure, and generating a complete skill design. It guides you through problem classification, project profiling, and skill architecture before generating executable SKILL.md files that integrate seamlessly with your codebase.
Use it when
- Yes.
- lwy-project-skill-writer generates a complete SKILL.md file tailored to your project.
Verify before relying
Read SKILL.md below before installing (13 files). Open directory: indexed for reading, not audited.
Install
learnwy/skills/lwy-project-skill-writer · repository language: TypeScript
Open directory. Skills are indexed for reading, not audited. Review a skill's body before installing it.
Frequently asked questions
AI-generated answers based on this skill's SKILL.md and metadata
How do I write a skill using lwy-project-skill-writer?
lwy-project-skill-writer transforms your problem description into a complete, executable skill. Describe your recurring manual task or workflow, and the skill analyzes your project structure, classifies the problem, profiles your codebase patterns, and generates a standardized SKILL.md file ready to integrate into your .agents/skills directory with proper conventions and architecture.
Can lwy-project-skill-writer turn my manual workflow into a skill?
Yes. lwy-project-skill-writer is designed to build reusable skills from workflows. Provide details about your repetitive process, and it will design a skill to automate that process by understanding your project's structure, generating proper scaffolding, and creating an executable skill definition that follows your project's patterns and conventions.
What does lwy-project-skill-writer generate for my project?
lwy-project-skill-writer generates a complete SKILL.md file tailored to your project. It produces project-level skills with proper structure, validated against your codebase conventions, and ready to add to .agents/skills. The output includes skill architecture, problem classification, and AI-driven automation logic integrated with your existing project patterns.
How does lwy-project-skill-writer handle skill creation for recurring tasks?
lwy-project-skill-writer automates repetitive work by converting problem descriptions into executable skill definitions. It scaffolds new skills following your project patterns, validates structure and conventions, and generates reusable AI capabilities that transform manual, recurring tasks into standardized, maintainable skills integrated into your workflow.
What makes lwy-project-skill-writer different from manual skill writing?
lwy-project-skill-writer streamlines skill creation by automating problem analysis, project profiling, and skill architecture design. Instead of manually writing SKILL.md files, you describe your workflow and receive a fully structured, convention-compliant skill ready for integration—saving time and ensuring consistency across your project's skill library.
SKILL.md
Rendered from the published skill. Quoted content, verbatim.
Project Skill Writer
Design philosophy: Users do not know what a "skill" is or how to describe one. They only know their problem. This skill turns a problem description into a runnable skill.
> Shared principle: This skill shares the 5 common writer disciplines (understand → analyze → confirm → project-relative paths → verify) with project-agent-writer / project-skill-installer / project-rules-writer. See references/writer-discipline.md for details.
When to Use
Good fit:
- The user describes a recurring annoyance or manual task
- The user says "create a skill", "I have to do X manually every time", "I wish the AI could automatically..."
- The user provides a workflow that can be standardized
Not a fit:
- The user wants
(truncated - see the full file via the links below)
File tree — 13 files
skills/lwy-project-skill-writer/SKILL.md
skills/lwy-project-skill-writer/agents/convention-detector.md
skills/lwy-project-skill-writer/agents/project-scanner.md
skills/lwy-project-skill-writer/agents/quality-validator.md
skills/lwy-project-skill-writer/agents/tech-stack-analyzer.md
skills/lwy-project-skill-writer/assets/skill.md.template
skills/lwy-project-skill-writer/evals/evals.json
skills/lwy-project-skill-writer/examples/workflow-skill.md
skills/lwy-project-skill-writer/references/advanced-patterns.md
skills/lwy-project-skill-writer/references/conditional-reflection.md
skills/lwy-project-skill-writer/references/path-discovery.md
skills/lwy-project-skill-writer/references/writer-discipline.md
skills/lwy-project-skill-writer/scripts/cli.cjs
Let your AI agent find skills like this
Example. Real query, live index.
You found this page by searching. An agent finds it by wishing: SkillFed indexes 56,283 agent skills by what they can do, searchable in plain language.
wish › “Create a new reusable skill from a recurring manual task or workflow”
Give your agent the search over MCP, or paste the wish link into any chat. No install? Search from any chat →
Related skills
This skill guides you through building autonomous agents for your project by first understanding your automation need, analyzing your codebase structure, and designing an agent tailored to your problem. It supports six agent archetypes—graders, comparators, analyzers, transformers, researchers, and validators—and requires user confirmation before generating any files.
lwy-project-rules-writer guides you through designing and generating project-specific AI rules that persist across sessions. It analyzes your codebase, confirms the rule design with you, then outputs frontmatter+markdown files to `.agents/rules/` — compatible with Trae, Cursor, Windsurf, and Claude Code. Use it to enforce naming conventions, code style, commit formats, or consistent AI behavior without creating skills or agents.
This skill analyzes your project's tech stack and workflow to recommend the best-matching skills, then installs them to a project-relative path only after you confirm. It detects languages, frameworks, build tools, and testing setups to surface relevant skill options, while delegating skill creation to specialized writers.
This skill acts as a prompt coach, evaluating every instruction you send to an AI system across seven key dimensions: clarity, specificity, context, structure, examples, constraints, and completeness. It scores each area, identifies gaps, and delivers a rewritten version designed to produce better results on the first try. Works with any prompt type—code generation, writing, analysis, or creative tasks.
lwy-self captures your daily work life—meetings, collaborations, decisions—into a private local diary that grows into a personal knowledge layer. It stores what you did and who you worked with across dated entries, people profiles, and project records, letting your AI assistant know you as a person. Pair it with lwy-llm-wiki to separate personal history from world knowledge.
Capture debugging breakthroughs, configuration wins, and operational lessons as structured Markdown files anchored to your project's IDE folder. Each insight becomes a dated, searchable doc that travels with your codebase and surfaces in future sessions on the same project. When a doc proves reusable across projects, promote it into the global knowledge wiki.
More skills lwy-status (MIT) · lwy-dispatch (MIT)