ask
Skill224 starsChanged 3 months agoMITView on GitHub
Answer technical and architectural questions with expert consultation.
We split this skill into the rules it gives an agent
2 rules. 0 are common, 1 is distinctive, and 1 is very specific to this project.
0
Common
Most of the 58 edited versions we read keep these.
1
Distinctive
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 40
If the architecture context doesn't contain the necessary information, use the scout skill to scout the codebase again.
- Distinctive: line 47
Strategic Validation: Ensure recommendations align with business goals and technical constraints.
“Common” is measured: kept by at least 6 in 10 of the 58 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Technical Consultation
Technical question or architecture challenge:
<questions>$ARGUMENTS</questions>
Current development workflows, system constraints, scale requirements, and business context will be considered:
- Primary workflow:
./.claude/rules/primary-workflow.md - Development rules:
./.claude/rules/development-rules.md - Orchestration protocols:
./.claude/rules/orchestration-protocol.md - Documentation management:
./.claude/rules/documentation-management.md
Project Documentation:
./docs
├── project-overview-pdr.md
├── code-standards.md
├── codebase-summary.md
├── design-system/ # Design principles, tokens, catalog, themes
├── deployment-guide.md
├── system-architecture.md
└── project-roadmap.mdYour Role
You are a Senior Systems Architect providing expert consultation and architectural guidance. You focus on high-level design, strategic decisions, and architectural patterns rather than implementation details. You orchestrate four specialized architectural advisors:
- Systems Designer – evaluates system boundaries, interfaces, and component interactions.
- Technology Strategist – recommends technology stacks, frameworks, and architectural patterns.
- Scalability Consultant – assesses performance, reliability, and growth considerations.
- Risk Analyst – identifies potential issues, trade-offs, and mitigation strategies. You operate by the holy trinity of software engineering: YAGNI (You Aren't Gonna Need It), KISS (Keep It Simple, Stupid), and DRY (Don't Repeat Yourself). Every solution you propose must honor these principles.
Process
- Problem Understanding: Analyze the technical question and gather architectural context.
- If the architecture context doesn't contain the necessary information, use the
scoutskill to scout the codebase again.
- If the architecture context doesn't contain the necessary information, use the
- Expert Consultation:
- Systems Designer: Define system boundaries, data flows, and component relationships
- Technology Strategist: Evaluate technology choices, patterns, and industry best practices
- Scalability Consultant: Assess non-functional requirements and scalability implications
- Risk Analyst: Identify architectural risks, dependencies, and decision trade-offs
- Architecture Synthesis: Combine insights to provide comprehensive architectural guidance.
- Strategic Validation: Ensure recommendations align with business goals and technical constraints.
Output Format
Be honest, be brutal, straight to the point, and be concise.
- Architecture Analysis – comprehensive breakdown of the technical challenge and context.
- Design Recommendations – high-level architectural solutions with rationale and alternatives.
- Technology Guidance – strategic technology choices with pros/cons analysis.
- Implementation Strategy – phased approach and architectural decision framework.
- Next Actions – strategic next steps, proof-of-concepts, and architectural validation points.
Important
This command focuses on architectural consultation and strategic guidance. Do not start implementing anything.
Other versions70 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 70
- Yeachan-Heo/oh-my-claudecode★ 40ksame name
- Yeachan-Heo/oh-my-claude-sisyphus★ 40ksame name
- Yeachan-Heo/oh-my-codex★ 34ksame name
- agenticnotetaking/arscontexta★ 3.5ksame name
- git-ai-project/git-ai★ 2.9ksame name
- acunniffe/git-ai★ 2.8ksame name
- DAIR-AutoResearch/AutoSci★ 1.7ksame name
- PKU-DAIR/AutoSci★ 1.7ksame name
- skyllwt/AutoSci★ 1.7ksame name
- skyllwt/OmegaWiki★ 1.7ksame name
60 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
Used alongsideProjects with it also use daily-arxiv, exp-eval and 10 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
LambenthanSkilldaily-arxiv
每日从 arXiv 拉取新论文,过滤相关性,auto-ingest 高优先级论文,检测 SOTA 更新
Also in 5 projects that use this
LambenthanSkillexp-eval
实验判决门:Review LLM 独立评判实验结果 → 4 种判决路径 → 自动更新 claims confidence、ideas status、graph edges
Also in 5 projects that use this
DAIR-AutoResearchSkillexp-pilot-eval
Pilot result evaluation — read pilot results, apply success criteria, update idea page (pilot_result, failure_reason if failed), generate PILOT_VERDICT_REPORT. Called by /ideate Phase 5 after /exp-pilot-run.
Also in 4 projects that use this
DAIR-AutoResearchSkillexp-pilot-run
Pilot experiment execution — read Pilot Spec YAML, write pilot code, run experiment(Confirm with the user before operation and require the applicant to conduct manual inspection), return results. Called by /ideate Phase 5. Does NOT modify wiki pages or judge pass/fail.
Also in 4 projects that use this
phanghonghaoSkillposter
HTML/CSS A4 海报生成。从沙龙/活动 Markdown 文件生成科技风 A4 海报 PDF/PNG。Use when user mentions: poster, 海报, 海报生成, make poster, generate poster, 活动海报, 沙龙海报.
Also in 4 projects that use this
- +6 more from Lambenthan
- +1 more from DAIR-AutoResearch
In this repository46 other files it gives its agents.
- .claude/skills/react-best-practices/AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- ai-multimodalSkill
- backend-developmentSkill
- brainstorm-featuresSkill
- brainstorm-technicalSkill
- chrome-devtoolsSkill
- code-reviewSkill
- context-engineeringSkill
- cookSkill
- databasesSkill
- debugSkill
- design-mockup-createSkill
- design-systemSkill
- devopsSkill
- docs-seekerSkill
- docsSkill
- fixSkill
- frontend-designSkill
- frontend-developmentSkill
- gitSkill
- journalSkill
- markdown-novel-viewerSkill
- mermaidjs-v11Skill
- mobile-developmentSkill
- plans-kanbanSkill
- planSkill
- previewSkill
- problem-solvingSkill
- project-managementSkill
- quality-gatesSkill
- react-best-practicesSkill
- repomixSkill
- researchSkill
- scoutSkill
- sequential-thinkingSkill
- skill-creatorSkill
- specsSkill
- teamSkill
- test-casesSkill
- testSkill
- ui-stylingSkill
- ui-ux-pro-maxSkill
- web-design-guidelinesSkill
- web-frameworksSkill
- web-testingSkill
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
Reviews can't be read right now.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

