{"id":50969879,"url":"https://github.com/andrewadev/repo-research","last_synced_at":"2026-06-19T01:01:54.452Z","repository":{"id":363131585,"uuid":"915033048","full_name":"AndrewADev/repo-research","owner":"AndrewADev","description":"Agentic flows for discovering and exploring repos.","archived":false,"fork":false,"pushed_at":"2026-06-07T15:02:11.000Z","size":405,"stargazers_count":0,"open_issues_count":4,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2026-06-07T16:22:20.307Z","etag":null,"topics":["ag-ui","ai","ai-agents","analysis","github"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/AndrewADev.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2025-01-10T20:25:31.000Z","updated_at":"2026-06-07T14:50:41.000Z","dependencies_parsed_at":null,"dependency_job_id":null,"html_url":"https://github.com/AndrewADev/repo-research","commit_stats":null,"previous_names":["andrewadev/repo-research"],"tags_count":null,"template":false,"template_full_name":null,"purl":"pkg:github/AndrewADev/repo-research","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AndrewADev%2Frepo-research","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AndrewADev%2Frepo-research/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AndrewADev%2Frepo-research/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AndrewADev%2Frepo-research/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AndrewADev","download_url":"https://codeload.github.com/AndrewADev/repo-research/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AndrewADev%2Frepo-research/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":34513029,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-06-18T02:00:06.871Z","response_time":128,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["ag-ui","ai","ai-agents","analysis","github"],"created_at":"2026-06-19T01:01:48.652Z","updated_at":"2026-06-19T01:01:54.155Z","avatar_url":"https://github.com/AndrewADev.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\n# Repo Research\n\n## Quick start\n\nInstall dependencies:\n\n```shell\nuv sync\n```\n\nRun the `pulse` command (see [Configuration](#configuration) first for required env vars):\n\n```shell\nuv run repo-research pulse\n```\n\n`--help` on any command lists its flags; the full reference lives in [docs/cli.md](docs/cli.md).\n\n## Configuration\n\nRequired:\n\n- `GITHUB_TOKEN` — a [(fine-grained) GitHub personal access token](https://github.com/settings/tokens) with `public_repo` scope (or `repo` if you want private repos in your analysis).\n\nLLM provider — pick one via `LLM_PROVIDER`:\n\n- `ollama` (default) — runs locally. Install [Ollama](https://ollama.com/), pull a tool-calling-capable model (e.g. `ollama pull qwen3:8b`), and run `ollama serve`. Override the endpoint with `OLLAMA_BASE_URL` (default `http://localhost:11434`). Falls back to Anthropic if Ollama is unreachable and `ANTHROPIC_API_KEY` is set.\n- `anthropic` — set `ANTHROPIC_API_KEY` from [console.anthropic.com](https://console.anthropic.com/).\n- `huggingface` — set `HUGGINGFACE_API_KEY` from [huggingface.co/settings/tokens](https://huggingface.co/settings/tokens). Default model: `Qwen/Qwen2.5-7B-Instruct`.\n\nDrop these in a `.env` at the project root — `python-dotenv` picks them up automatically. Example:\n\n```dotenv\nGITHUB_TOKEN=ghp_...\nLLM_PROVIDER=ollama\n# OLLAMA_BASE_URL=http://localhost:11434\n# ANTHROPIC_API_KEY=sk-ant-...\n# HUGGINGFACE_API_KEY=hf_...\n```\n\nOptional: tracing via LangSmith is supported out of the box — see [Observability and traces (LangSmith)](docs/development.md#observability-and-traces-langsmith) for the env vars to set.\n\nIf something isn't wired up correctly, run `uv run repo-research diagnostics` to surface provider/auth issues.\n\n## Commands\n\n\u003c!-- COMMANDS-START --\u003e\n\u003c!-- Generated by `uv run python scripts/update_cli_docs.py` — do not edit by hand. --\u003e\n\n- **`diagnostics`** — Diagnose issues with the setup\n- **`pulse`** — Analyze activity of user's starred repositories\n- **`topics`** — Search for repositories related to specific topics/with specific labels\n- **`hotspots`** — Analyze maintenance hotspots in a repository\n- **`history`** — List recent conversation history\n- **`show`** — Display full conversation transcript\n- **`chat`** — Start a new interactive chat session\n- **`resume`** — Resume an existing conversation interactively\n- **`ui`** — Launch the Gradio web UI\n\n\u003c!-- COMMANDS-END --\u003e\n\nSee [docs/cli.md](docs/cli.md) for the full reference (arguments, flags, defaults).\n\n## Development\n\nWorking on the project itself? See [docs/development.md](docs/development.md) for setup, pre-commit hooks, linting, regenerating CLI docs, and LangSmith observability.\n\n## License\n\nApache 2.0 — see [LICENSE](LICENSE).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fandrewadev%2Frepo-research","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fandrewadev%2Frepo-research","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fandrewadev%2Frepo-research/lists"}