bakabala27-svg
@bakabala27-svg
Public Skills
grill-me
by bakabala27-svg
A relentless interview to sharpen a plan or design. Use this to cross-examine and challenge the AI model on a plan.
improve-architecture
by bakabala27-svg
Scan a codebase for deepening opportunities, present them as a visual HTML report, then grill through whichever one you pick. Use this to refactor or restructure existing code.
to-spec
by bakabala27-svg
Turn the current conversation into a spec and publish it to the project issue tracker. Use this to write or refine specifications and docs.
triage
by bakabala27-svg
Move issues and external PRs through a state machine of triage roles, categorise, verify, grill if needed, and write agent-ready briefs. Use this to categorize or evaluate an incoming issue.
cogniforge-math-pipeline
by bakabala27-svg
Diagnose, build, and repair the CogniForge Math Pipeline — the LangGraph 3-node StateGraph that handles BAC math questions. Use when: math responses are in wrong language (Russian/English mixed with Arabic), missing LaTeX or $$\boxed{}$$, LaTeX uses [...] instead of $$...$$, no step-by-step structure, a new math question type needs adding, system prompts need updating, or the pipeline fails silently. Triggers on: "إجابات رياضيات كارثية", "خلط لغات", "بدون LaTeX", "بدون boxed", "\[...\] بدلاً من $$", "نوع مسألة جديد", "math pipeline", "conversation_graph", "math_pipeline.py", "subject detection", "system prompt رياضيات", "pipeline لا يعمل", "تصنيف المسائل", "BAC math", "شرح رياضيات", "normalize latex", "ISS-071", "ISS-072".
cogniforge-llm-model-repair
by bakabala27-svg
Diagnose and fix broken LLM model configurations in CogniForge microservices. Use when: AI responses are empty, garbage, or missing LaTeX; reasoning-agent returns empty answers or times out; research-agent returns empty results; any service logs "rate-limited", "429", or "Provider returned error"; a model default needs updating after OpenRouter deprecates a free model; content=None from any model; reasoning-only model used as PRIMARY. Triggers on: "إجابات فارغة", "إجابات كارثية", "rate-limited", "429", "Provider returned error", "No endpoints found", "empty answer", "model broken", "reasoning timeout", "inclusionai", "ring-2.6", "model not working", "LLM not responding", "بدون LaTeX", "إجابات غبية", "نموذج معطّل", "content=None", "reasoning model", "omni-reasoning", "إجابات غير منظمة", "حروف متداخلة", "فقدان سياق", "نصوص غير منظمة".
nextjs-theme-switching
by bakabala27-svg
Diagnose and fix broken light/dark mode theme switching in Next.js apps. Use when: theme toggle has no visual effect, light mode shows dark colors, page flashes on refresh, code blocks ignore theme, or CSS variables don't apply after switching. Covers anti-flash FOUC prevention, CSS specificity for html[data-theme], theme-aware CSS variables, lazy useState pattern, and GitHub Action CI for theme contracts. Triggers on: "light mode broken", "dark mode not working", "theme toggle broken", "FOUC", "flash on refresh", "theme not switching", "data-theme not applying", "code blocks wrong color", "theme flicker", "الوضع النهاري معطل", "الوضع المظلم لا يعمل", "زر التبديل لا يعمل".
cogniforge-microservices-ops
by bakabala27-svg
Live verification, surgical diagnosis, and repair of CogniForge microservices. Use when any of these occur: a microservice /health check fails or returns wrong values (tavily_available=false, llm_backend=mock, database=sqlite), Skills Pipeline is in fallback or partial mode instead of full, Prometheus targets are DOWN, API keys are not reaching services, or supervisor.sh launch issues arise. Triggers on: "pipeline fallback", "tavily false", "mock mode", "sqlite memory", "service not responding", "Name or service not known", "port 6543", "CODESPACES", "supervisor.sh", "restart microservice", "health check failed", "metrics DOWN".