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Uses file system watchers (likely Node.js fs.watch or chokidar) to detect modifications and broadcasts updates to connected Claude clients, enabling real-time iteration on prompt engineering without deployment cycles.","intents":["I want to iterate on prompt templates and see changes reflected immediately in Claude without restarting","I need to version-control prompt templates and have them auto-sync when I pull changes","I want to develop and test multiple prompt variants in parallel with live switching"],"best_for":["prompt engineers building Claude-based applications","teams iterating on LLM system prompts with rapid feedback loops","developers prototyping multi-variant prompt strategies"],"limitations":["File system watching may have latency on network-mounted directories (NFS, SMB)","No built-in conflict resolution if multiple clients modify templates simultaneously","Template changes are broadcast to all connected clients — no granular access control per template"],"requires":["Node.js 16+","Claude desktop client with MCP support","Local filesystem write permissions for template directory","MCP protocol implementation compatible with Claude's version"],"input_types":["text (prompt template files)","structured metadata (template configuration)"],"output_types":["MCP resource notifications","updated prompt template content","template metadata"],"categories":["tool-use-integration","prompt-management"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-minipuft--claude-prompts__cap_1","uri":"capability://planning.reasoning.thinking.framework.template.composition","name":"thinking framework template composition","description":"Provides pre-built prompt templates that embed structured thinking frameworks (likely chain-of-thought, step-by-step reasoning, or multi-turn scaffolding patterns) into Claude prompts. Templates are composable and can be combined to create complex reasoning workflows. The server exposes these as MCP resources that Claude can reference and instantiate, abstracting away the complexity of manually constructing effective reasoning prompts.","intents":["I want to use proven reasoning frameworks without manually engineering the prompt structure","I need to compose multiple thinking strategies (e.g., decomposition + verification) into a single prompt","I want templates that guide Claude through complex multi-step problem solving"],"best_for":["developers building reasoning-heavy AI agents","teams standardizing on prompt patterns across multiple applications","non-expert prompt engineers who want battle-tested templates"],"limitations":["Templates are opinionated — may not fit all use cases without customization","No automatic framework selection based on task type — requires manual template choice","Framework effectiveness varies by model version and may degrade with future Claude updates"],"requires":["Node.js 16+","Claude 3+ (templates optimized for newer models)","MCP client integration with Claude"],"input_types":["template identifiers (strings)","template parameters (JSON)"],"output_types":["formatted prompt strings","structured reasoning scaffolds"],"categories":["planning-reasoning","prompt-management"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-minipuft--claude-prompts__cap_2","uri":"capability://safety.moderation.quality.gate.validation.for.prompt.templates","name":"quality gate validation for prompt templates","description":"Implements validation rules that check prompt templates against quality criteria before they are served to Claude clients. Validation likely includes checks for prompt length, token count estimation, presence of required sections (e.g., system role, examples), and potentially semantic checks (e.g., detecting conflicting instructions). Failed validations prevent invalid templates from being exposed via MCP, acting as a guardrail against degraded prompt quality.","intents":["I want to prevent accidentally deploying broken or incomplete prompts to production","I need to enforce team standards for prompt structure and completeness","I want to catch token budget violations before they cause API errors"],"best_for":["teams with multiple prompt engineers collaborating on shared templates","production systems where prompt quality directly impacts reliability","organizations enforcing prompt engineering best practices"],"limitations":["Validation rules are static and cannot adapt to specific use-case semantics","No feedback on how to fix validation failures — only pass/fail signals","Token estimation may be inaccurate for edge cases (special characters, non-English text)","Cannot validate semantic correctness (e.g., whether instructions are contradictory)"],"requires":["Node.js 16+","Template configuration with validation rules defined","Token counter library (likely js-tiktoken or similar)"],"input_types":["prompt template text","template metadata (name, version, tags)"],"output_types":["validation pass/fail status","validation error messages","token count estimates"],"categories":["safety-moderation","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-minipuft--claude-prompts__cap_3","uri":"capability://tool.use.integration.mcp.resource.exposure.for.prompt.templates","name":"mcp resource exposure for prompt templates","description":"Exposes prompt templates as standardized MCP resources that Claude clients can discover, list, and retrieve via the Model Context Protocol. Templates are registered with metadata (name, description, version, tags) and served through MCP's resource endpoints. This abstraction allows Claude to treat prompts as first-class resources alongside other MCP tools and data sources, enabling seamless integration into Claude's native workflows.","intents":["I want Claude to discover and list available prompt templates without hardcoding them","I need to reference templates by name in Claude conversations and have them auto-resolved","I want to build Claude agents that can dynamically select and apply templates"],"best_for":["Claude desktop users building custom workflows with MCP","developers integrating prompt management into Claude-based applications","teams building Claude agents that need dynamic prompt selection"],"limitations":["MCP resource discovery is limited to connected servers — no cross-server template sharing","No built-in versioning beyond metadata tags — template history must be managed externally","Resource listing is synchronous and may be slow with thousands of templates"],"requires":["Claude desktop client with MCP support","MCP server implementation (Node.js 16+)","Understanding of MCP resource schema and protocol"],"input_types":["MCP resource requests (list, read)","template identifiers"],"output_types":["MCP resource listings (JSON)","template content (text)","template metadata (JSON)"],"categories":["tool-use-integration","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-minipuft--claude-prompts__cap_4","uri":"capability://text.generation.language.template.parameter.interpolation.and.customization","name":"template parameter interpolation and customization","description":"Supports parameterized prompt templates with variable placeholders that can be filled at runtime. Templates define parameters (e.g., {{domain}}, {{tone}}, {{max_tokens}}) that Claude or client applications can substitute with specific values. The server handles parameter validation, default value substitution, and template rendering, enabling a single template to be reused across different contexts without duplication.","intents":["I want to create a single template that works for multiple domains by parameterizing domain-specific sections","I need to adjust tone, style, or constraints without creating separate template variants","I want to build agents that can instantiate templates with context-specific parameters"],"best_for":["developers building multi-tenant or multi-domain Claude applications","teams managing large template libraries with high overlap","prompt engineers creating reusable, generic frameworks"],"limitations":["Parameter validation is basic — no type checking or semantic validation of substituted values","No support for conditional sections (e.g., include section only if parameter X is set)","Deeply nested parameters or complex interpolation logic requires custom template syntax"],"requires":["Node.js 16+","Template syntax supporting parameter placeholders (likely Handlebars, Mustache, or custom)","Parameter schema definition (JSON or similar)"],"input_types":["template text with placeholders","parameter values (strings, numbers, booleans)"],"output_types":["rendered prompt text","validation errors for invalid parameters"],"categories":["text-generation-language","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-minipuft--claude-prompts__cap_5","uri":"capability://automation.workflow.template.versioning.and.rollback","name":"template versioning and rollback","description":"Tracks template versions and allows clients to request specific versions of a template. The server maintains version history (likely in the filesystem or a simple version manifest) and can serve previous versions on demand. This enables safe template updates with the ability to rollback if a new version degrades performance, and allows A/B testing of prompt variants across different versions.","intents":["I want to update a template but keep the old version available in case the new one performs worse","I need to A/B test two prompt variants by serving different versions to different clients","I want to track what version of a template was used for a particular Claude conversation"],"best_for":["production systems where prompt quality is critical and rollback is necessary","teams running A/B tests on prompt effectiveness","organizations with audit requirements for prompt changes"],"limitations":["Version history is stored locally — no distributed version control or conflict resolution","No automatic version pruning — old versions accumulate on disk over time","Version selection is manual — no intelligent routing based on performance metrics","No built-in diff tool to compare versions"],"requires":["Node.js 16+","Filesystem storage for version history","Version manifest or metadata file"],"input_types":["template name","version identifier (string or number)"],"output_types":["template content at specified version","version metadata (timestamp, author, changelog)"],"categories":["automation-workflow","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-minipuft--claude-prompts__cap_6","uri":"capability://search.retrieval.template.metadata.and.discovery.tagging","name":"template metadata and discovery tagging","description":"Associates metadata (tags, descriptions, categories, author, creation date) with each prompt template and exposes this metadata via MCP for discovery and filtering. Clients can query templates by tag, category, or keyword, enabling intelligent template selection and organization. Metadata is stored alongside templates (likely in YAML/JSON frontmatter or a separate manifest) and indexed for fast lookup.","intents":["I want to browse available templates by category (e.g., 'reasoning', 'summarization', 'code-generation')","I need to find templates tagged with specific keywords without manually listing all templates","I want to see who created a template and when, for attribution and context"],"best_for":["teams with large template libraries (50+ templates) needing organization","organizations building template marketplaces or galleries","developers building Claude agents that need to discover templates dynamically"],"limitations":["Metadata is manually maintained — no automatic tag inference or categorization","Search is basic (tag/keyword matching) — no semantic search or similarity-based discovery","No access control — all metadata is visible to all clients","Metadata schema is not enforced — inconsistent tagging across templates"],"requires":["Node.js 16+","Template metadata format (YAML frontmatter, JSON, or similar)","Indexing mechanism for fast metadata lookup"],"input_types":["metadata queries (tags, categories, keywords)","template metadata (JSON/YAML)"],"output_types":["filtered template listings","template metadata (JSON)"],"categories":["search-retrieval","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-minipuft--claude-prompts__cap_7","uri":"capability://text.generation.language.template.composition.and.inheritance","name":"template composition and inheritance","description":"Allows templates to reference and extend other templates, enabling code reuse and hierarchical template structures. A template can inherit from a base template and override specific sections, or compose multiple templates together. This is likely implemented via template includes or inheritance syntax (e.g., {{#include base}}, {{#extend parent}}), reducing duplication across similar templates.","intents":["I want to create a base template with common structure and have specific templates extend it","I need to compose multiple thinking frameworks into a single prompt without manual concatenation","I want to maintain a single source of truth for common prompt sections (e.g., system role)"],"best_for":["teams with many similar templates that share common structure","developers building modular prompt libraries","organizations standardizing on prompt patterns across applications"],"limitations":["Circular dependencies are not detected — can cause infinite loops if template A includes B and B includes A","Deep inheritance chains (3+ levels) can be hard to debug and maintain","No automatic conflict resolution if multiple templates override the same section","Composition order matters — no intelligent merging of overlapping sections"],"requires":["Node.js 16+","Template syntax supporting includes/inheritance (Handlebars, custom, etc.)","Dependency resolution logic"],"input_types":["template text with include/extend directives","referenced template names"],"output_types":["fully resolved template text","dependency graph (for debugging)"],"categories":["text-generation-language","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":38,"verified":false,"data_access_risk":"high","permissions":["Node.js 16+","Claude desktop client with MCP support","Local filesystem write permissions for template directory","MCP protocol implementation compatible with Claude's version","Claude 3+ (templates optimized for newer models)","MCP client integration with Claude","Template configuration with validation rules defined","Token counter library (likely js-tiktoken or similar)","MCP server implementation (Node.js 16+)","Understanding of MCP resource schema and protocol"],"failure_modes":["File system watching may have latency on network-mounted directories (NFS, SMB)","No built-in conflict resolution if multiple clients modify templates simultaneously","Template changes are broadcast to all connected clients — no granular access control per template","Templates are opinionated — may not fit all use cases without customization","No automatic framework selection based on task type — requires manual template choice","Framework effectiveness varies by model version and may degrade with future Claude updates","Validation rules are static and cannot adapt to specific use-case semantics","No feedback on how to fix validation failures — only pass/fail signals","Token estimation may be inaccurate for edge cases (special characters, non-English text)","Cannot validate semantic correctness (e.g., whether instructions are contradictory)","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.24834423977054565,"quality":0.26,"ecosystem":0.7000000000000001,"match_graph":0.25,"freshness":0.75,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.15,"match_graph":0.23,"freshness":0.12}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:22.062Z","last_scraped_at":"2026-05-03T13:59:57.743Z","last_commit":"2026-05-02T09:39:08Z"},"community":{"stars":147,"forks":30,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=minipuft--claude-prompts","compare_url":"https://unfragile.ai/compare?artifact=minipuft--claude-prompts"}},"signature":"LfR0VwMO/TVDGatUYnilm+lUhXSVxyxjdKPX+wsb94QpJVYaz9+GNzGxNWNSVX0CxMFm0in167x86JIjRwS8AQ==","signedAt":"2026-06-19T21:52:54.785Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/minipuft--claude-prompts","artifact":"https://unfragile.ai/minipuft--claude-prompts","verify":"https://unfragile.ai/api/v1/verify?slug=minipuft--claude-prompts","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}