{
  "schema_version": "0.2",
  "purpose": "High-signal upstream skill and capability sources checked for additions, removals, renamed skills, material behavior changes, and source-to-artifact routing opportunities.",
  "review_boundary": "metadata_only_no_content_copy_no_code_execution",
  "repositories": [
    {
      "full_name": "mattpocock/skills",
      "priority": "high",
      "source_family": "personal_skill_repository",
      "url": "https://github.com/mattpocock/skills",
      "reason": "Known high-signal personal skill repository already distilled in part; new or renamed skills should become explicit review candidates instead of being missed by broad keyword search.",
      "watch_paths": [
        {"path": "skills", "max_depth": 4, "include_extensions": [".md"], "include_path_regex": "/SKILL\\.md$"},
        {"path": "docs", "max_depth": 3, "include_extensions": [".md"]},
        {"path": "CHANGELOG.md", "max_depth": 0, "include_extensions": [".md"]}
      ],
      "known_reviewed_or_distilled_slugs": ["ask-matt", "codebase-design", "domain-modeling", "diagnosing-bugs", "grilling", "resolving-merge-conflicts", "review", "tdd", "writing-great-skills"],
      "watch_for": ["new skill directory", "new SKILL.md", "skill rename or removal", "material behavior, dependency, invocation, or safety-boundary change"]
    },
    {
      "full_name": "remotion-dev/skills",
      "priority": "high",
      "source_family": "official_framework_skill_repository",
      "url": "https://github.com/remotion-dev/skills",
      "reason": "Official programmatic-video skills with direct relevance to deterministic media generation and future Workframe adapters.",
      "watch_paths": [
        {"path": "", "max_depth": 4, "include_extensions": [".md"], "include_path_regex": "(^|/)SKILL\\.md$"},
        {"path": "README.md", "max_depth": 0, "include_extensions": [".md"]}
      ],
      "known_reviewed_or_distilled_slugs": [],
      "watch_for": ["new rendering or composition skill", "Remotion API-version changes", "new executable dependencies", "licensing or redistribution changes"]
    },
    {
      "full_name": "JakubAntalik/transitions.dev",
      "priority": "high",
      "source_family": "design_skill_repository",
      "url": "https://github.com/JakubAntalik/transitions.dev",
      "reason": "Focused transition-design and transition-polish procedures that can be evaluated against the restrained Architectonic design grammar.",
      "watch_paths": [
        {"path": "", "max_depth": 4, "include_extensions": [".md"], "include_path_regex": "(^|/)SKILL\\.md$"},
        {"path": "README.md", "max_depth": 0, "include_extensions": [".md"]}
      ],
      "known_reviewed_or_distilled_slugs": [],
      "watch_for": ["transition skill revisions", "reduced-motion guidance", "framework-specific dependencies", "new motion examples"]
    },
    {
      "full_name": "Leonxlnx/taste-skill",
      "priority": "high",
      "source_family": "design_skill_repository",
      "url": "https://github.com/Leonxlnx/taste-skill",
      "reason": "High-signal design-taste, redesign, brand-kit, and visual direction skills that should be benchmarked against local design doctrine rather than copied wholesale.",
      "watch_paths": [
        {"path": "", "max_depth": 4, "include_extensions": [".md"], "include_path_regex": "(^|/)SKILL\\.md$"},
        {"path": "README.md", "max_depth": 0, "include_extensions": [".md"]}
      ],
      "known_reviewed_or_distilled_slugs": [],
      "watch_for": ["new design audit or brand skills", "DESIGN.md contracts", "image-generation dependencies", "license changes"]
    },
    {
      "full_name": "Nutlope/hallmark",
      "priority": "high",
      "source_family": "design_audit_skill_repository",
      "url": "https://github.com/Nutlope/hallmark",
      "reason": "Anti-template interface audit and redesign workflow relevant to design-system quality gates and Click.Blue preview generation.",
      "watch_paths": [
        {"path": "", "max_depth": 4, "include_extensions": [".md"], "include_path_regex": "(^|/)SKILL\\.md$"},
        {"path": "README.md", "max_depth": 0, "include_extensions": [".md"]}
      ],
      "known_reviewed_or_distilled_slugs": [],
      "watch_for": ["audit rubric changes", "redesign workflow changes", "new visual verification assets", "runtime requirements"]
    },
    {
      "full_name": "tushaarmehtaa/tushar-skills",
      "priority": "high",
      "source_family": "personal_skill_repository",
      "url": "https://github.com/tushaarmehtaa/tushar-skills",
      "reason": "Project-agnostic deployment, authentication, SEO, GTM, and anti-slop skills with direct relevance across the system.",
      "watch_paths": [
        {"path": "", "max_depth": 4, "include_extensions": [".md"], "include_path_regex": "(^|/)SKILL\\.md$"},
        {"path": "README.md", "max_depth": 0, "include_extensions": [".md"]}
      ],
      "known_reviewed_or_distilled_slugs": [],
      "watch_for": ["new project-agnostic skills", "deployment or auth mutation scope", "SEO evidence requirements", "license changes"]
    },
    {
      "full_name": "StarTrail-org/PixelRAG",
      "priority": "high",
      "source_family": "visual_retrieval_repository",
      "url": "https://github.com/StarTrail-org/PixelRAG",
      "reason": "Visual retrieval and pixelbrowse patterns for screenshots, PDFs, charts, and interface evidence.",
      "watch_paths": [
        {"path": "", "max_depth": 4, "include_extensions": [".md"], "include_path_regex": "(^|/)SKILL\\.md$"},
        {"path": "README.md", "max_depth": 0, "include_extensions": [".md"]}
      ],
      "known_reviewed_or_distilled_slugs": [],
      "watch_for": ["pixelbrowse skill changes", "embedding or model dependencies", "document privacy boundaries", "evaluation results"]
    },
    {
      "full_name": "bmad-code-org/BMAD-METHOD",
      "priority": "medium",
      "source_family": "workflow_method_repository",
      "url": "https://github.com/bmad-code-org/BMAD-METHOD",
      "reason": "Large adaptive planning and development workflow source; only distinct bounded procedures should be extracted after deduplication.",
      "watch_paths": [
        {"path": "", "max_depth": 5, "include_extensions": [".md"], "include_path_regex": "(^|/)SKILL\\.md$"},
        {"path": "README.md", "max_depth": 0, "include_extensions": [".md"]}
      ],
      "known_reviewed_or_distilled_slugs": [],
      "watch_for": ["bounded investigation skills", "adaptive routing", "PRD and UX contracts", "large-framework overlap with Architectonic"]
    },
    {
      "full_name": "SeanJ1ang/design-judge-skills",
      "priority": "high",
      "source_family": "design_evaluation_skill_repository",
      "url": "https://github.com/SeanJ1ang/design-judge-skills",
      "reason": "Evidence-driven design evaluation and award-submission procedures with explicit confidence and source boundaries.",
      "watch_paths": [
        {"path": "skills", "max_depth": 4, "include_extensions": [".md"], "include_path_regex": "/SKILL\\.md$"},
        {"path": "README_EN.md", "max_depth": 0, "include_extensions": [".md"]}
      ],
      "known_reviewed_or_distilled_slugs": [],
      "watch_for": ["design evaluation rubric changes", "official-award source updates", "new shared datasets", "license changes"]
    },
    {
      "full_name": "every-app/open-seo",
      "priority": "high",
      "source_family": "application_and_skill_repository",
      "url": "https://github.com/every-app/open-seo",
      "reason": "Self-hosted SEO application, MCP surface, and skill suite; should yield separate source, connector, app, and skill records.",
      "watch_paths": [
        {"path": "", "max_depth": 5, "include_extensions": [".md"], "include_path_regex": "(^|/)SKILL\\.md$"},
        {"path": "README.md", "max_depth": 0, "include_extensions": [".md"]}
      ],
      "known_reviewed_or_distilled_slugs": ["ai-seo"],
      "watch_for": ["SEO skill additions", "MCP permission changes", "data-provider dependencies", "self-hosting changes"]
    },
    {
      "full_name": "heygen-com/hyperframes",
      "priority": "high",
      "source_family": "application_and_skill_repository",
      "url": "https://github.com/heygen-com/hyperframes",
      "reason": "HTML-native deterministic video runtime and skill family already present in the registry but previously weakly classified.",
      "watch_paths": [
        {"path": "", "max_depth": 5, "include_extensions": [".md"], "include_path_regex": "(^|/)SKILL\\.md$"},
        {"path": "README.md", "max_depth": 0, "include_extensions": [".md"]}
      ],
      "known_reviewed_or_distilled_slugs": ["hyperframes", "hyperframes-animation", "hyperframes-cli", "hyperframes-core", "hyperframes-creative", "hyperframes-media", "hyperframes-registry"],
      "watch_for": ["new adapters", "CLI changes", "media-service dependencies", "renderer or license changes"]
    },
    {
      "full_name": "mvanhorn/last30days-skill",
      "priority": "high",
      "source_family": "recent_research_skill_repository",
      "url": "https://github.com/mvanhorn/last30days-skill",
      "reason": "Recent multi-source research workflow directly addresses stale-source and unresolved-bookmark discovery gaps.",
      "watch_paths": [
        {"path": "", "max_depth": 4, "include_extensions": [".md"], "include_path_regex": "(^|/)SKILL\\.md$"},
        {"path": "README.md", "max_depth": 0, "include_extensions": [".md"]}
      ],
      "known_reviewed_or_distilled_slugs": [],
      "watch_for": ["source weighting changes", "new social or search providers", "date-window semantics", "API and scraping boundaries"]
    },
    {
      "full_name": "bradautomates/claude-video",
      "priority": "high",
      "source_family": "video_analysis_skill_repository",
      "url": "https://github.com/bradautomates/claude-video",
      "reason": "Frame and transcript grounded video inspection that can prevent title-only or transcript-only hallucination.",
      "watch_paths": [
        {"path": "", "max_depth": 4, "include_extensions": [".md"], "include_path_regex": "(^|/)SKILL\\.md$"},
        {"path": "README.md", "max_depth": 0, "include_extensions": [".md"]}
      ],
      "known_reviewed_or_distilled_slugs": [],
      "watch_for": ["frame extraction changes", "transcription dependencies", "private-video handling", "evaluation evidence"]
    },
    {
      "full_name": "tirth8205/code-review-graph",
      "priority": "high",
      "source_family": "code_graph_skill_repository",
      "url": "https://github.com/tirth8205/code-review-graph",
      "reason": "Persistent structural code graph and delta/PR review procedures relevant to Workframe engineering agents.",
      "watch_paths": [
        {"path": "", "max_depth": 5, "include_extensions": [".md"], "include_path_regex": "(^|/)SKILL\\.md$"},
        {"path": "README.md", "max_depth": 0, "include_extensions": [".md"]}
      ],
      "known_reviewed_or_distilled_slugs": [],
      "watch_for": ["graph build changes", "Tree-sitter language coverage", "PR-review workflow changes", "repository privacy boundaries"]
    },
    {
      "full_name": "DeusData/codebase-memory-mcp",
      "priority": "high",
      "source_family": "mcp_code_graph_repository",
      "url": "https://github.com/DeusData/codebase-memory-mcp",
      "reason": "Persistent static code graph exposed through MCP; candidate connector and architectural reference rather than a single flat skill.",
      "watch_paths": [
        {"path": "README.md", "max_depth": 0, "include_extensions": [".md"]}
      ],
      "known_reviewed_or_distilled_slugs": [],
      "watch_for": ["MCP tool changes", "language support", "index persistence", "filesystem and repository access boundaries"]
    }
  ],
  "registries": [
    {
      "name": "skills.sh",
      "url": "https://skills.sh",
      "priority": "high",
      "source_family": "public_skill_registry",
      "reason": "Large public registry of AI agent skills; sample for new high-signal entries and upstream sources without mirroring the registry.",
      "watch_for": ["new categories", "high-relevance entries", "upstream repositories", "license and provenance signals"],
      "review_boundary": "metadata_only_no_content_copy_no_bulk_registry_scrape"
    },
    {
      "name": "integrations.sh",
      "url": "https://integrations.sh",
      "priority": "high",
      "source_family": "integration_registry",
      "reason": "Cross-protocol integration index useful for discovering MCP, API, CLI, and service connectors; registry presence is not approval.",
      "watch_for": ["new MCP or agent integrations", "upstream source repositories", "authentication requirements", "protocol changes"],
      "review_boundary": "metadata_only_no_content_copy_no_bulk_registry_scrape"
    },
    {
      "name": "WebMCP Directory",
      "url": "https://webmcp.com",
      "priority": "high",
      "source_family": "webmcp_registry",
      "reason": "Directory of websites exposing browser-native WebMCP tools; useful for capability discovery and browser-tool threat modeling.",
      "watch_for": ["new WebMCP-capable sites", "tool declarations", "permission models", "browser support changes"],
      "review_boundary": "metadata_only_no_content_copy_no_bulk_registry_scrape"
    }
  ]
}