汇集了大量使用 Claude 大模型的实战案例、Jupyter Notebooks 和最佳实践指南。A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.
Jupyter Notebook · active 2025-09-17 → 2026-08-08 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 326 days from 2025-09-17 to 2026-08-08. Pushes: 128 total, peak 11 in a day. Pull requests: 126 total, peak 5 in a day. Issues: 82 total, peak 10 in a day. Comments: 222 total, peak 13 in a day. Stars: 7,131 total, peak 500 in a day.
- Pushes
- Pull requests
- Issues
- Comments
- Stars
Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.
Top contributors
Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity
| Contributor | Contributions | Pushes | PRs | Comments |
|---|---|---|---|---|
| PedramNavid | 191 | 57 | 29 | 37 |
| github-actions[bot] | 109 | 0 | 0 | 66 |
| zealoushacker | 52 | 8 | 4 | 16 |
| Copilot | 26 | 0 | 0 | 17 |
| dependabot[bot] | 20 | 2 | 18 | 0 |
| darthcoder | 15 | 0 | 0 | 12 |
| dofaromg | 11 | 0 | 3 | 7 |
| nidhishgajjar | 11 | 0 | 0 | 11 |
| cmosguy | 9 | 0 | 0 | 4 |
| jsham042 | 8 | 5 | 3 | 0 |
| gaganb-ant | 7 | 4 | 2 | 0 |
| kokiyant | 6 | 4 | 2 | 0 |
| rlancemartin | 6 | 4 | 1 | 0 |
| wwwclaudecomanthropiccom-gif | 5 | 0 | 3 | 1 |
| rodrigo-olivares | 5 | 5 | 0 | 0 |
| montanalow | 5 | 5 | 0 | 0 |
| jeremylongshore | 5 | 0 | 2 | 2 |
| gn00295120 | 5 | 0 | 1 | 3 |
| martingarramon | 5 | 0 | 1 | 2 |
| elie | 4 | 1 | 0 | 2 |
Recent activity
Latest issues, pull requests and releases
- Pull request#793cj-ant2026-07-22 22:07
- Pull request#778Palo-Alto-AI-Research-Lab2026-07-14 21:33
- Pull request#745tomjwxf2026-06-28 07:16
- Pull request#726RudrenduPaul2026-06-21 09:14
- Pull request#724lcavadas2026-06-20 11:45
- Issue comment#596hipvlady2026-06-13 23:11[Notebook Proposal] Shared context caching across multi-agent Claude workflows
- Issue comment#691twzrd-sol2026-06-13 04:33third_party: add TWZRD Agent Intel trust verification notebook
- Issue comment#681MIJUMBO2026-05-31 21:33[BUG] "Using nbformat v5.10.4 and nbconvert v7.17.1" on some notebooks
- Issue comment#681alexsong-lab2026-05-30 23:52[BUG] "Using nbformat v5.10.4 and nbconvert v7.17.1" on some notebooks
- Issue comment#681StephanieArteaga2026-05-30 22:45[BUG] "Using nbformat v5.10.4 and nbconvert v7.17.1" on some notebooks
- Issue comment#620minglong512026-05-30 07:58[BUG] Summarization cookbook fails due to use of assistant message prefill
- Issue comment#677github-actions[bot]2026-05-28 00:26Agent SDK cookbook 07: Hosting your agent (Docker / Modal / Kubernetes)
- Pull request#675daveCode-dot2026-05-27 11:46
- Issue comment#664Zeffut2026-05-24 23:19Fix wrong variable in Example 5 of extracting_structured_json.ipynb
- Issue comment#661Zeffut2026-05-24 21:10fix(classification): drop assistant prefill + stop_sequences (#620)
- Issue#660SyedAnas012026-05-22 22:46Add MCP security best practices guide
- Pull request#655anav-ant2026-05-22 04:58
- Pull request#652devteamaegis2026-05-21 22:23
- Pull request#635kartikganesh2026-05-18 01:04
- Pull request#626leonardcosta-hub2026-05-16 00:45
- Pull request#622dependabot[bot]2026-05-13 22:26
- Issue comment#617github-actions[bot]2026-05-11 22:26feat(managed_agents): CMA Sessions API as an MCP server (stdio + HTTP)
- Issue comment#617github-actions[bot]2026-05-11 21:28feat(managed_agents): CMA Sessions API as a local MCP server
- Pull request#615rlancemartin2026-05-11 04:06
- Issue comment#614github-actions[bot]2026-05-10 23:54feat(managed_agents): Slack stateless webhook bridge template
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 7,131 stars here means stars gained during the window, not the repo's star count.