YousefNabil-SOC

Full graphic design capability using code-based rendering — turns Claude Code's HTML/CSS/SVG skills into production graphic design output

Systematic debugging with root-cause investigation. CARL TRIGGERS: debug this, find the root cause, investigate this bug, trace this issue, why is this failing, diagnose. SOURCE: garrytan/gstack/investigate, integrated as gs-investigate on 2026-05-29.

Memory consolidation cycle — Orient, Gather, Consolidate, Prune. Run periodically to keep memory files clean, deduplicated, and under size limits.

any input (code, docs, papers, images) - knowledge graph - clustered communities - HTML + JSON + audit report

Safety guardrails - warns before destructive commands (rm -rf, DROP TABLE, force-push). CARL TRIGGERS: be careful, careful mode, destructive command warning, safety warning. SOURCE: garrytan/gstack/careful, integrated as gs-careful on 2026-05-29.

Create distinctive, production-grade frontend interfaces with high design quality. Generates creative, polished code that avoids generic AI aesthetics. Use when the user asks to build web components, pages, artifacts, posters, or applications, or when any design skill requires project context. Call with 'craft' for shape-then-build, 'teach' for design context setup, or 'extract' to pull reusable c

Autonomous goal-directed iteration. Define a goal with a measurable metric, then modify-measure-keep/discard-repeat until the goal is met.

Generate missing documentation from scratch using the Diataxis framework. CARL TRIGGERS: generate docs, create documentation, draft docs, diataxis, write missing docs. SOURCE: garrytan/gstack/document-generate, integrated as gs-doc-generate on 2026-05-29.

Performance regression detection - baseline page load, Core Web Vitals, resource sizes. CARL TRIGGERS: benchmark, performance check, page speed, core web vitals, perf baseline. SOURCE: garrytan/gstack/benchmark, integrated as gs-benchmark on 2026-05-29.

Full safety mode - careful (destructive-command warnings) plus freeze (directory-scoped edits). CARL TRIGGERS: guard mode, safety on, lock everything down, prod safety. SOURCE: garrytan/gstack/guard, integrated as gs-guard on 2026-05-29.

CEO/founder-mode strategic plan review - finds the 10-star product hiding inside the request. CARL TRIGGERS: strategic review, ceo review, rethink this, 10-star product, find the bigger product, strategic challenge. SOURCE: garrytan/gstack/plan-ceo-review, integrated as gs-plan-ceo on 2026-05-29.

Use when the user wants to create any technical diagram - architecture, data flow, flowchart, sequence, agent/memory, or concept map - and export as SVG+PNG. Trigger on: "画图" "帮我画" "生成图" "做个图" "架构图" "流程图" "可视化一下" "出图" "generate diagram" "draw diagram" "visualize" or any system/flow description the user wants illustrated.