Pulse
2026-09-18-v3.0
Dataset
2026-10-27-catalog-ai-v2
Ruleset
b2e8889c66f7
Scanned
2026-10-27
Window
February–September 15, 2026
Catalog tracking observation. This repository is measured with the same fixed window and ruleset, but it is not part of the published benchmark or its aggregate claims.

TSP自托管、零运维的 A 股「自建策略 + 监控 + 回测」量化工作台 | LLM能力驱使策略定制+个股分析+复盘 | 自由接入第三方数据源与个性化扩展数据 | 个人开源

01Result

shy3130/tick-stock-panel ↗

shy3130/tick-stock-panel AI coding statistics: 6.1%

of 653 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
6.1% agent · top contributor 40%7 contributors
team

A small group is using agents. Adoption has spread beyond one person but is not project-wide.

40
agent commits
613
other considered commits
7
agent contributors
40%
largest contributor

02Drivers

What shapes this result

Mode, timing, and detected signatures show whether the result reflects broad adoption or one concentrated workflow.

Assisted or autonomous

40assisted
0autonomous

Assisted — a developer’s identity authored the commit and the agent added itself as co-author. Autonomous — a bot identity authored the commit without a human identity attached.

Agent share by month

Agent-attributed commit share by month
MonthAgent shareConsidered commits
2026-060%109
2026-074.3%211
2026-083%169
2026-0915.9%164

Peak month: 15.9%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic345.2%
Cursor AgentAnysphere60.9%

03Evidence

Inspect the matches

Public commit samples let you inspect the signatures behind the aggregate result.

Matched commit samples

  • b4f2dc83 on GitHubfix(storage): 扩展数据、标的维表、财务表、主线/情绪时序与标的池缓存改用原子写 parquetClaude Code
  • 24a68eaa on GitHubfix(kline): 个股分时与自选分时的缺省日期在工作日休市时回退到最近交易日Claude Code
  • 7fde21c8 on GitHubfix(ext-data): 文件上传与接口写入的缺省落盘日期改用北京日期, 非法日期返回 400Claude Code
  • f4d52c8b on GitHubfix: align Phase 1 probe with TickFlow SDK namespacesCursor Agent
  • 648fd298 on GitHubchore: ignore local rate-limit branch transfer bundleCursor Agent
  • 81607f8a on GitHubchore: drop probe debug instrumentation and ignore probe artifactsCursor Agent

04Method

What entered the denominator

The result begins with commit history, removes merges and routine automation, and reports literal agent signatures as a lower bound.

Exclusion ledger

Commits in window800
Merge commits removed−147
CI / dependency bots removed−0
Considered653

Bots are excluded from the denominator entirely. Agent attribution requires a literal supported signature; no code-style inference is used.

Continue exploring

Claude Code commitsBrowse repositories with detected Claude Code signatures →Cursor Agent commitsBrowse repositories with detected Cursor Agent signatures →Python AI coding statisticsCompare evidence across Python repositories →GitHub AI commit analyzerInspect another repository with the same evidence model →
Reproduce this observation

Run the same detector locally.

Deterministic signature matching; no code-style inference. Squash merges can remove trailers, so this result remains a measured floor.

npx qmmit-cli shy3130/tick-stock-panel

Scan another repository

Try