{
  "dataset": "open-source-ai-github-projects-2026",
  "exported_repo_observations": 1545,
  "fields": [
    "rank_by_latest_stars",
    "repository",
    "url",
    "primary_language",
    "latest_license",
    "first_seen_week",
    "last_seen_week",
    "weeks_observed",
    "latest_stars",
    "first_observed_stars",
    "observed_star_change",
    "max_forks_observed",
    "seen_in_trending",
    "seen_in_new",
    "top_topics"
  ],
  "generated_at": "2026-07-29T13:26:39Z",
  "license": "MIT",
  "public_exposure_review": "PASS: exported fields are repository names, GitHub URLs, public language/license/topic metadata, public star/fork counts, and derived weekly aggregates from public GitHub crawl records. No tokens, private repo data, cache payloads, user account data, or unpublished crawl calls are included.",
  "recurring_repository_count_min_4_weeks": 104,
  "repositories_seen_in_new": 546,
  "repositories_seen_in_trending": 119,
  "row_count": 663,
  "selection_rule": "Repository records are included when public name, description, or topics contain AI-adjacent terms such as AI, LLM, agent, MCP, RAG, machine learning, or model context protocol.",
  "source": "Read-only export from checked-in Claracle weekly GitHub crawl artifacts.",
  "source_files": [
    "data/raw/2026-W21.json",
    "data/raw/2026-W22.json",
    "data/archive/recovered-W23-W29/2026-W23/2026-W23.json",
    "data/archive/recovered-W23-W29/2026-W24/2026-W24.json",
    "data/archive/recovered-W23-W29/2026-W25/2026-W25.json",
    "data/archive/recovered-W23-W29/2026-W26/2026-W26.json",
    "data/archive/recovered-W23-W29/2026-W27/2026-W27.json",
    "data/archive/recovered-W23-W29/2026-W28/2026-W28.json",
    "data/raw/2026-W29.json",
    "data/raw/2026-W30.json",
    "data/raw/2026-W31.json"
  ],
  "top_languages_by_repository_count": [
    [
      "Python",
      218
    ],
    [
      "TypeScript",
      141
    ],
    [
      "JavaScript",
      65
    ],
    [
      "Rust",
      30
    ],
    [
      "Shell",
      21
    ],
    [
      "HTML",
      20
    ],
    [
      "C#",
      15
    ],
    [
      "Go",
      14
    ],
    [
      "C++",
      10
    ],
    [
      "Swift",
      10
    ],
    [
      "Jupyter Notebook",
      6
    ],
    [
      "C",
      4
    ]
  ],
  "top_licenses_by_repository_count": [
    [
      "MIT",
      358
    ],
    [
      "Apache-2.0",
      79
    ],
    [
      "NOASSERTION",
      65
    ],
    [
      "AGPL-3.0",
      28
    ],
    [
      "GPL-3.0",
      16
    ],
    [
      "BSD-3-Clause",
      3
    ],
    [
      "CC0-1.0",
      2
    ],
    [
      "CC-BY-4.0",
      1
    ],
    [
      "CC-BY-SA-4.0",
      1
    ],
    [
      "MPL-2.0",
      1
    ],
    [
      "Unlicense",
      1
    ],
    [
      "LGPL-3.0",
      1
    ]
  ],
  "top_repositories_by_latest_stars": [
    {
      "latest_stars": 384251,
      "observed_star_change": 11432,
      "repository": "openclaw/openclaw",
      "url": "https://github.com/openclaw/openclaw",
      "weeks_observed": 11
    },
    {
      "latest_stars": 261658,
      "observed_star_change": 26407,
      "repository": "obra/superpowers",
      "url": "https://github.com/obra/superpowers",
      "weeks_observed": 6
    },
    {
      "latest_stars": 233714,
      "observed_star_change": 42230,
      "repository": "affaan-m/ECC",
      "url": "https://github.com/affaan-m/ECC",
      "weeks_observed": 10
    },
    {
      "latest_stars": 221006,
      "observed_star_change": 65501,
      "repository": "NousResearch/hermes-agent",
      "url": "https://github.com/NousResearch/hermes-agent",
      "weeks_observed": 11
    },
    {
      "latest_stars": 198137,
      "observed_star_change": 9664,
      "repository": "n8n-io/n8n",
      "url": "https://github.com/n8n-io/n8n",
      "weeks_observed": 11
    },
    {
      "latest_stars": 196557,
      "observed_star_change": 1415,
      "repository": "tensorflow/tensorflow",
      "url": "https://github.com/tensorflow/tensorflow",
      "weeks_observed": 11
    },
    {
      "latest_stars": 189992,
      "observed_star_change": 28073,
      "repository": "anomalyco/opencode",
      "url": "https://github.com/anomalyco/opencode",
      "weeks_observed": 11
    },
    {
      "latest_stars": 189901,
      "observed_star_change": 99614,
      "repository": "mattpocock/skills",
      "url": "https://github.com/mattpocock/skills",
      "weeks_observed": 11
    },
    {
      "latest_stars": 186048,
      "observed_star_change": 0,
      "repository": "affaan-m/everything-claude-code",
      "url": "https://github.com/affaan-m/everything-claude-code",
      "weeks_observed": 1
    },
    {
      "latest_stars": 185703,
      "observed_star_change": 1314,
      "repository": "Significant-Gravitas/AutoGPT",
      "url": "https://github.com/Significant-Gravitas/AutoGPT",
      "weeks_observed": 11
    },
    {
      "latest_stars": 176953,
      "observed_star_change": 5284,
      "repository": "ollama/ollama",
      "url": "https://github.com/ollama/ollama",
      "weeks_observed": 11
    },
    {
      "latest_stars": 169250,
      "observed_star_change": 44207,
      "repository": "microsoft/markitdown",
      "url": "https://github.com/microsoft/markitdown",
      "weeks_observed": 6
    },
    {
      "latest_stars": 166403,
      "observed_star_change": 3959,
      "repository": "f/prompts.chat",
      "url": "https://github.com/f/prompts.chat",
      "weeks_observed": 11
    },
    {
      "latest_stars": 164377,
      "observed_star_change": 27749,
      "repository": "anthropics/skills",
      "url": "https://github.com/anthropics/skills",
      "weeks_observed": 9
    },
    {
      "latest_stars": 163015,
      "observed_star_change": 2303,
      "repository": "huggingface/transformers",
      "url": "https://github.com/huggingface/transformers",
      "weeks_observed": 11
    },
    {
      "latest_stars": 157321,
      "observed_star_change": 1458,
      "repository": "Snailclimb/JavaGuide",
      "url": "https://github.com/Snailclimb/JavaGuide",
      "weeks_observed": 8
    },
    {
      "latest_stars": 156529,
      "observed_star_change": 35346,
      "repository": "firecrawl/firecrawl",
      "url": "https://github.com/firecrawl/firecrawl",
      "weeks_observed": 11
    },
    {
      "latest_stars": 152450,
      "observed_star_change": 4029,
      "repository": "langflow-ai/langflow",
      "url": "https://github.com/langflow-ai/langflow",
      "weeks_observed": 11
    },
    {
      "latest_stars": 150345,
      "observed_star_change": 8598,
      "repository": "langgenius/dify",
      "url": "https://github.com/langgenius/dify",
      "weeks_observed": 11
    },
    {
      "latest_stars": 146851,
      "observed_star_change": 9290,
      "repository": "open-webui/open-webui",
      "url": "https://github.com/open-webui/open-webui",
      "weeks_observed": 11
    },
    {
      "latest_stars": 142638,
      "observed_star_change": 5642,
      "repository": "langchain-ai/langchain",
      "url": "https://github.com/langchain-ai/langchain",
      "weeks_observed": 11
    },
    {
      "latest_stars": 142025,
      "observed_star_change": 3808,
      "repository": "x1xhlol/system-prompts-and-models-of-ai-tools",
      "url": "https://github.com/x1xhlol/system-prompts-and-models-of-ai-tools",
      "weeks_observed": 4
    },
    {
      "latest_stars": 139221,
      "observed_star_change": 14703,
      "repository": "anthropics/claude-code",
      "url": "https://github.com/anthropics/claude-code",
      "weeks_observed": 11
    },
    {
      "latest_stars": 136923,
      "observed_star_change": 28618,
      "repository": "msitarzewski/agency-agents",
      "url": "https://github.com/msitarzewski/agency-agents",
      "weeks_observed": 8
    },
    {
      "latest_stars": 127928,
      "observed_star_change": 16234,
      "repository": "Shubhamsaboo/awesome-llm-apps",
      "url": "https://github.com/Shubhamsaboo/awesome-llm-apps",
      "weeks_observed": 7
    }
  ],
  "top_topics_by_repository_mentions": [
    [
      "ai",
      448
    ],
    [
      "ai-agents",
      225
    ],
    [
      "claude-code",
      149
    ],
    [
      "chatgpt",
      112
    ],
    [
      "agent",
      109
    ],
    [
      "anthropic",
      99
    ],
    [
      "claude",
      97
    ],
    [
      "llm",
      89
    ],
    [
      "deep-learning",
      82
    ],
    [
      "machine-learning",
      82
    ],
    [
      "agents",
      80
    ],
    [
      "deepseek",
      77
    ],
    [
      "codex",
      74
    ],
    [
      "agentic-ai",
      72
    ],
    [
      "cli",
      61
    ],
    [
      "artificial-intelligence",
      60
    ],
    [
      "agent-skills",
      58
    ],
    [
      "ai-agent",
      54
    ],
    [
      "python",
      54
    ],
    [
      "automation",
      51
    ]
  ],
  "total_source_repo_observations_screened": 4602,
  "version": "2026-W31",
  "weekly_observation_counts": {
    "2026-W21": 124,
    "2026-W22": 137,
    "2026-W23": 142,
    "2026-W24": 135,
    "2026-W25": 155,
    "2026-W26": 142,
    "2026-W27": 104,
    "2026-W28": 149,
    "2026-W29": 157,
    "2026-W30": 161,
    "2026-W31": 139
  },
  "weeks": [
    "2026-W21",
    "2026-W22",
    "2026-W23",
    "2026-W24",
    "2026-W25",
    "2026-W26",
    "2026-W27",
    "2026-W28",
    "2026-W29",
    "2026-W30",
    "2026-W31"
  ]
}