Publication QA / GitHub discovery
GitHub Topic Indexing Readiness Audit
GitHub topic readiness audit for awesome-agent-evolution: repository topics, description, homepage, GitHub Search membership, and rendered topic-page visibility.
GitHub Topic Indexing Readiness Audit
Generated: 2026-06-05T16:30:21.955Z
Repository: Shiyao-Huang/awesome-agent-evolution
Topic page: agent-evolution
Global status: PASS
One-Sentence Verdict
The repository metadata is ready for GitHub topic discovery; API/search membership is verified, while the rendered topic page may lag or paginate.
中文结论
当前仓库已经具备 GitHub topic 发现条件：远端 topics 包含 agent-evolution，GitHub search 能返回本仓库；如果网页 topic 页没有立刻显示，优先按 GitHub search/API 证据判断，并继续等待页面缓存、分页和排序刷新。
Why The Topic Page Can Look Missing
- GitHub topic membership is controlled by repository topics, not by website SEO alone.
- The topic page at
s=stars&o=descis a rendered ranking surface; it can lag behind Search/API, paginate results, or show a cached subset. - Repository description, README topic lines, homepage, recent pushes, and adjacent topics improve discoverability, but they do not guarantee immediate visual placement on the first rendered topic page.
Blocking Failures
- None.
Warnings
- None.
Repository Metadata
| Field | Value |
|---|---|
| Description | Open survey and evidence map for AI agent evolution, self-evolving agents, memory, skills, harnesses, benchmarks, and agent-swarm systems. |
| Homepage | https://agent-evolution.com/ |
| Stars | 136 |
| Pushed at | 2026-06-05T15:16:07Z |
| Updated at | 2026-06-05T15:16:11Z |
| Topics | agent-evolution, agent-framework, agent-swarm, ai-agent, ai-agents, ai-research, autonomous-agent, awesome-list, benchmark, harness-engineering, llm, llm-agent, memory-system, multi-agent, prompt-engineering, self-evolution, self-evolving, self-evolving-agents, self-improvement, skill-library |
Checks
| Check | Result |
|---|---|
| Topic present on repository | true |
| Expected adjacent topics present | true |
| Discovery terms present in description | true |
| Homepage present | true |
| GitHub Search returns repository | true |
| Topic HTML fetch succeeded | true |
| Topic HTML includes repository | true |
| Topic page rank observed, zero-based | 1 |
Topic Page First Parsed Repositories
Evidence Commands
gh api repos/Shiyao-Huang/awesome-agent-evolution/topicsgh repo view Shiyao-Huang/awesome-agent-evolution --json nameWithOwner,description,homepageUrl,repositoryTopics,url,stargazerCount,pushedAt,updatedAtgh search repos --topic agent-evolution --owner Shiyao-Huang --json fullName,description,url,stargazersCount,updatedAt --limit 20curl -L -A 'Mozilla/5.0' 'https://github.com/topics/agent-evolution?o=desc&s=stars'