Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add SunflowersLwtech/sunkit --skill searchpo-deepwiki-researchgit clone --depth 1 https://github.com/SunflowersLwtech/sunkitWrote 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/skills/sunflowerslwtech/sunkit/searchpo-deepwiki-research)<a href="https://agentmods.dev/skills/sunflowerslwtech/sunkit/searchpo-deepwiki-research"><img src="https://agentmods.dev/badge/skills/sunflowerslwtech/sunkit/searchpo-deepwiki-research/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/skills/sunflowerslwtech/sunkit/searchpo-deepwiki-research"><img src="https://agentmods.dev/badge/skills/sunflowerslwtech/sunkit/searchpo-deepwiki-research.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 | $0.00047 | $0.00731 |
| Opus 5.5 | $0.00019 | $0.00292 |
| Sonnet 5.5 | $0.00009 | $0.00146 |
| Haiku 4.5 | $0.00005 | $0.00073 |
Grade A, and why
searchpo-deepwiki-research 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 — 56 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Searchpo DeepWiki Research
Use this skill for repo-focused context collection. DeepWiki is a supporting repository-intelligence surface, not a replacement for Searchpo canonical evidence or AnySearch supplemental research.
MCP Setup
- Project MCP config lives in
.mcp.jsonand declaresdeepwikiashttps://mcp.deepwiki.com/mcp. - Codex can use
mcp__deepwiki.read_wiki_structure,mcp__deepwiki.read_wiki_contents, andmcp__deepwiki.ask_questionwhen those tools are available. - Claude Code tool names are usually
mcp__deepwiki__read_wiki_structure,mcp__deepwiki__read_wiki_contents, andmcp__deepwiki__ask_question. - Do not call DeepWiki
generate_wikiunless the user explicitly asks to generate a wiki.
Workflow
- Confirm the input is a GitHub repo URL or
owner/repo. - Confirm
searchpo-research-agenthas started the AnySearch-first evidence path: canonical URL detail, GitHub API/README evidence, and AnySearch search/extract planning. If not, return tosearchpo-research-agentfirst. - Run
python3 scripts/agent_capabilities.py --profile repo --format textto verify MCP/key availability without printing secrets. - Use DeepWiki in this order:
read_wiki_structureto find topic areas.read_wiki_contentswhen full repo documentation is useful and concise enough.ask_questionfor targeted questions such as architecture, CLI entrypoint, render path, API boundary, or safety model.
- If DeepWiki reports that the repository is not indexed or not found, record that and continue with GitHub API/README plus AnySearch. Do not block the run only because DeepWiki lacks a wiki.
- Cross-check DeepWiki findings against Searchpo evidence requirements:
- canonical URL detail fetch,
- GitHub API metadata and README evidence for GitHub repos,
- at least two independent supplemental AnySearch extracts,
fact_bank.json,topic_brief.json, andcross_check_review.json.
- Store conclusions only in run-scoped artifacts or final analysis; never write
.envvalues.
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 · 56 lines · 47 tokens per session scan A 321c75f577a2
searchpo-deepwiki-research is a skill published in the GitHub repository SunflowersLwtech/sunkit (13 stars, last pushed today), licensed Apache-2.0. It adds 47 tokens to every session and 731 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 2026-08-30.
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