Buduj nowy MCP server z 5 elementami kanonu walidowanymi na dograh v1.31.0 (BSD-2): FastMCP/Server(instructions=) z procedural orchestration, drift test instructions vs TOOLS vs ErrorCode, dwukanalowy auth X-API-Key LUB Bearer, OTel atrybut org_id dla per-tenant routing, ToolAnnotations dla read-only tools. Adoptowany w 6 MCP MateMatic 2026-05-25.
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npx claudepluginhub matematicsolutions/awesome-matematic-skills-pl --plugin matematic-mcp-fastmcp-instructions-plOcena czy zlecenie/brief MA dosc kontekstu, by zaczac prace. Generuje pytania uzupelniajace do klienta. Lustro routera - router patrzy na output, ten na wejscie.
Mechaniczny weryfikator cytatu dla tekstow prawnych po polsku - sprawdza string-matchem, czy cytat z orzeczenia/ustawy/umowy/pisma istnieje w zrodle. Anti-halucynacja, RODO-safe (lokalnie).
Czerwony zespol dla pisma prawnego high-stakes - builder/attacker/synthesizer/verifier. Wylapuje slabosc ZANIM zrobi to przeciwnik, sad lub klient. Z bramka kosztu.
Weryfikator wiernosci dokumentu finalnego do analizy - czy zadna flaga RED nie wypadla z podsumowania. Trzecia warstwa walidacji obok grounding i adversarial.
Klasyfikator zadania prawnego - decyduje czy uruchomic zwykla odpowiedz, citation-grounding-pl, adversarial-legal-review-pl czy legal-ai-audit-bundle. Warstwa NAD walidacja.
Harness-native ECC operator layer - 67 agents, 271 skills, 92 legacy command shims, reusable hooks, rules, selective install profiles, and production-ready workflows for Claude Code, Codex, OpenCode, Cursor, and related agent harnesses
Comprehensive skill pack with 66 specialized skills for full-stack developers: 12 language experts (Python, TypeScript, Go, Rust, C++, Swift, Kotlin, C#, PHP, Java, SQL, JavaScript), 10 backend frameworks, 6 frontend/mobile, plus infrastructure, DevOps, security, and testing. Features progressive disclosure architecture for 50% faster loading.
Tools to maintain and improve CLAUDE.md files - audit quality, capture session learnings, and keep project memory current.
A growing collection of Claude-compatible academic workflow bundles. Covers scientific figures, manuscript writing and polishing, reviewer assessment, citation retrieval, data availability, paper reading, literature search, response letters, paper-to-PPTX conversion, and evidence-grounded Chinese invention patent drafting. Rules are organized as reusable skill folders with explicit workflows and quality checks.
v9.44.1 — Patch release for Gemini environment/version detection and qwen auth gating. Run /octo:setup.
Browser automation and end-to-end testing MCP server by Microsoft. Enables Claude to interact with web pages, take screenshots, fill forms, click elements, and perform automated browser testing workflows.