MCP Context Provider

{ "auto_convert": false, "auto_corrections": { "shortcode_uppercase": { "pattern": "^/(grade|eli5|swot|tldl|jargon|schema|briefly|compare|pitfalls|checklist)\\b", "replacement": "/\\U$1" } }, "auto_retrieve_triggers": { "shortcode_help": { "action": "search_and_suggest", "confidence_threshold": 0.7, "patterns": [ "which shortcode", "response format", "how to format", "shortcode list" ], "search_tags": [ "shortcode", "response-style" ] } }, "auto_store_triggers": { "shortcode_usage": { "action": "store_with_metadata", "confidence_threshold": 0.9, "patterns": [ "/GRADE", "/ELI5", "/SWOT", "/TLDL", "/I", "/GRADE ANALYSIS" ], "tags": [ "shortcode", "response-style" ] } }, "description": "Response style shortcodes for quick formatting and perspective changes", "metadata": { "applies_to_tools": [ "*" ], "created_by": "dynamic_context_management", "last_updated": "2026-02-21T11:37:28.740205", "priority": "medium", "version": "1.0.0" }, "preferences": { "fallback": "If shortcode format is unclear, ask for clarification", "multiple_shortcodes": "If multiple shortcodes are present, combine their effects where logical", "shortcode_behavior": "When a shortcode is detected at the beginning of a message, apply that response style throughout the entire response" }, "session_initialization": { "actions": { "on_startup": [ { "action": "notify", "message": "Response shortcodes context loaded. Use /[SHORTCODE] at the start of your message to apply different response styles." } ] } }, "syntax_rules": { "shortcode_formats": { "/ACT AS [role]": "Respond from the perspective of specified role", "/AUDIENCE [type]": "Adapt language and examples for specified audience", "/BEGIN WITH [text]": "Start response with specified text", "/BRIEFLY": "Maximum 1-2 sentences response", "/CHAIN OF THOUGHT": "Show intermediate reasoning steps", "/CHECKLIST": "Format response as actionable checklist items with checkboxes", "/COMPARE": "Side-by-side comparison of items", "/CONTEXT STACK": "Maintain multiple layers of context throughout response", "/DELIBERATE THINKING": "Show careful, methodical reasoning", "/DEV MODE": "Technical developer perspective with code examples when relevant", "/ELI5": "Explain as if to a 5-year-old with simple language and analogies", "/END WITH [text]": "End response with specified text", "/EVAL-SELF": "Include critical self-evaluation of response quality", "/EXEC SUMMARY": "Executive summary with key points, recommendations, and metrics", "/FIRST PRINCIPLES": "Build up from fundamental concepts", "/FORMAT AS [type]": "Format response as specified (table, JSON, markdown, etc.)", "/GRADE": "G/I Cycle: Grade the previous response with letter grade and specific point deductions (e.g. 'B+ (86/100). Deductions: -5 for missing X, -4 for unverified assumption Y'). Focus on concrete, actionable gaps. LLMs grade leniently \u00e2\u20ac\u201c push past B if deductions are real.", "/GRADE ANALYSIS": "G/I Cycle Meta-Level: Grade the thinking process and approach, not just the output. Ask 'what didn't I check?', 'what assumptions were made?', 'what would invalidate this?' \u00e2\u20ac\u201c surfaces unknown unknowns.", "/GUARDRAIL [boundary]": "Set strict boundaries for the response", "/I": "G/I Cycle: Improve \u00e2\u20ac\u201c address the deductions from the last /GRADE. Work through each deduction systematically. Then re-grade automatically at the end. Stop when: remaining deductions <5 points, grade stabilizes across 2 iterations, or gaps require information only the user has.", "/JARGON": "Use technical vocabulary and industry-specific terms", "/METRICS MODE": "Include measurable indicators and data", "/MULTI-PERSPECTIVE": "Show multiple viewpoints on the topic", "/NO AUTOPILOT": "Avoid generic responses, be specific and thoughtful", "/PARALLEL LENSES": "Examine from multiple angles simultaneously", "/PITFALLS": "Identify possible errors or misconceptions", "/PM MODE": "Project management perspective with timelines, resources, risks", "/REFLECTIVE MODE": "Include self-reflection on the response", "/REWRITE AS [style]": "Rephrase in specified style", "/ROLE: [x] TASK: [y] FORMAT: [z]": "Explicit role, task, and format definition", "/SCHEMA": "Generate structured outline or data model", "/STEP-BY-STEP": "Break down reasoning into numbered steps", "/SWOT": "Strengths, Weaknesses, Opportunities, Threats analysis", "/SYSTEMATIC BIAS CHECK": "Identify potential biases in the topic or response", "/TLDL": "Too Long Didn't Listen - Summarize in 2-3 lines maximum", "/TONE [style]": "Apply specific tone (formal, casual, funny, dramatic, etc.)" } }, "tool_category": "communication" }