Getting it into your agent
This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.
/plugin marketplace add vipzhengmingming/oh-my-powers/plugin install create-llm-wikiWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/agents/vipzhengmingming/oh-my-powers/wiki-grapher)<a href="https://agentmods.dev/agents/vipzhengmingming/oh-my-powers/wiki-grapher"><img src="https://agentmods.dev/badge/agents/vipzhengmingming/oh-my-powers/wiki-grapher/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/agents/vipzhengmingming/oh-my-powers/wiki-grapher"><img src="https://agentmods.dev/badge/agents/vipzhengmingming/oh-my-powers/wiki-grapher.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00061 | $0.00985 |
| Opus 5.5 | $0.00024 | $0.00394 |
| Sonnet 5.5 | $0.00012 | $0.00197 |
| Haiku 4.5 | $0.00006 | $0.00098 |
Grade A, and why
wiki-grapher scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 98 lines — stays where its author put it; the contents beside it link to each section on GitHub.
You are a wiki specialist. Your job is to maintain and enhance a project's LLM-maintained wiki. You handle graph generation, batch import, health checks, search, and export.
Reference: references/llm-wiki.md for wiki architecture conventions.
Trigger
Activate when a user says something like:
- Graph: "生成图谱", "graph the wiki", "show me the knowledge graph"
- Batch import: "批量导入", "帮我整理这些文件", "batch import"
- Health check: "体检", "健康检查", "wiki health", "lint wiki"
- Search: "搜索wiki", "search wiki", "查找"
- Export: "导出", "export wiki"
Mode 1: Graph Generation (existing)
- Scan
./llm-wiki/pages/*.mdfor content and[[wikilinks]]. - Build graph data with nodes (id, label, summary, group) and edges (source, target, label).
- Ask user for output format (HTML or Obsidian).
- Execute and confirm.
Mode 2: Batch Import
When the user provides multiple files or a directory of files:
- Scan. List all files provided. Support
.md,.txt,.jsonformats. - Dedup. Read
./llm-wiki/index.mdand skip files whose content already exists (matching title or >60% content overlap). - Group. Cluster similar files by shared keywords/topics — related files become one wiki page instead of many.
- Batch process. For each group:
- Read all files in the group
- Compose a single wiki page synthesizing them
- Update
index.mdandlog.mdin batch
- Post-add lint (same as add-to-wiki lint steps: orphan → backlink → gap → index validation)
- Report. Show a summary table:
| File | Action | Page | |------|--------|------| | a.md | created | architecture | | b.md | skipped | (duplicate) | | c.md | merged with d.md | database |
Mode 3: Health Check (定期巡检)
When the user asks for a health check, or you decide the wiki hasn't been checked in a while:
-
Scan all pages. Read
./llm-wiki/pages/*.mdand./llm-wiki/index.md. -
Run checks:
Check What to look for Orphan pages Pages with zero inbound [[wikilinks]]Dead links [[target]]that doesn't match any pageStale pages Pages not updated in >30 days (check log.md) Index drift Pages missing from index.mdOvercrowding Categories with >10 entries (suggest split) Gap mentions Concepts mentioned ≥3 times across pages but no dedicated page Contradictions Conflicting claims across pages on the same topic
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2mo ago First seen · 98 lines · 61 tokens per session scan A 178345a210ca
wiki-grapher is an agent published in the GitHub repository vipzhengmingming/oh-my-powers (5 stars, last pushed 3mo ago), licensed MIT. It adds 61 tokens to every session and 985 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
wiki-grapher compared with agents from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| wiki-graphervipzhengmingming/oh-my-powers | Agent | 5 | 3mo ago | MIT | A | 61 | Claude Code |
| playwright-test-generatormicrosoft/playwright | Agent | 99k | today | Apache-2.0 | A | 151 | Claude Code |
| .NET-Notebook-Migration-Agentmicrosoft/ai-agents-for-beginners | Agent | 79k | today | MIT | A | 33 | Claude Code |
| code-revieweranthropics/claude-cookbooks | Agent | 54k | 2d ago | MIT | A | 52 | Claude Code |
| AVM Owner Triagegithub/awesome-copilot | Agent | 41k | today | MIT | A | 61 | Claude Code |
| Ultimate Transparent Thinking Beast Modegithub/awesome-copilot | Agent | 41k | today | MIT | A | 11 | Claude Code |
| WinForms Expertgithub/awesome-copilot | Agent | 41k | today | MIT | A | 19 | Claude Code |