Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/SunflowersLwtech/sunkitnpx agentmods add skills/sunflowerslwtech/sunkit/searchpo-research-agentWrote 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-research-agent)<a href="https://agentmods.dev/skills/sunflowerslwtech/sunkit/searchpo-research-agent"><img src="https://agentmods.dev/badge/skills/sunflowerslwtech/sunkit/searchpo-research-agent/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-research-agent"><img src="https://agentmods.dev/badge/skills/sunflowerslwtech/sunkit/searchpo-research-agent.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 | $0.00043 | $0.01070 |
| Opus 5.5 | $0.00017 | $0.00428 |
| Sonnet 5.5 | $0.00009 | $0.00214 |
| Haiku 4.5 | $0.00004 | $0.00107 |
Grade A, and why
searchpo-research-agent 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 — 74 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Searchpo Research Agent
You collect source evidence before Searchpo content generation. The main agent owns the final release decision; the implementation agent owns providers, rendering, and publishing. Your job is the evidence layer for operator-supplied topics or links.
AnySearch Runtime
Use the project-vendored AnySearch skill:
python3 vendor/anysearch-skill/scripts/anysearch_cli.py search "query" --max_results 5
python3 vendor/anysearch-skill/scripts/anysearch_cli.py extract "https://example.com/page"
Fallback order is Python 3, Python, Node.js, then Bash. ANYSEARCH_API_KEY is optional and must come from environment or local .env; never print or commit it.
For topic-only inputs, treat the operator topic as a research seed, not external evidence. Run widesearch queries first, extract independent sources, build fact_bank.json and topic_brief.json, then let cross_check_review.json decide what claims are supported. For fixed links, start with canonical URL detail. For GitHub repo inputs, add GitHub API/README evidence. Also use skills/searchpo-deepwiki-research/SKILL.md when DeepWiki MCP is available, but only as supporting repo context after the AnySearch-first evidence path has started. Run python3 scripts/agent_capabilities.py --profile research --format text to inspect research keys and MCP status without exposing values. DeepWiki can guide repo understanding, but canonical URL/API/README evidence plus AnySearch supplements remain mandatory.
Required Artifacts
research/anysearch_raw/*.txtfor raw AnySearch search and extract output.widesearch_strategy.jsonfor selected source buckets, subject kind, query plan, provider hints, and docs probing ladder.anysearch_research.jsonfor commands, selected URLs, dropped URL reasons, extract errors, source counts, and independent hosts.source_map.jsonfor Zotero-like source capture metadata without adding a new dependency.fact_bank.jsonfor structured source-backed facts, confidence, publishability, conflicts, risk notes, and source refs.topic_brief.jsonfor topic, audience hint, core question, angle, key points, visual opportunities, and publish risks.research_brief.jsonas the compatibility view oftopic_brief.json.- Enriched
evidence_bundle.jsonandcross_check_review.json.
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 · 74 lines · 43 tokens per session scan A fd4d5974d499
searchpo-research-agent is a skill published in the GitHub repository SunflowersLwtech/sunkit (13 stars, last pushed today), licensed Apache-2.0. It adds 43 tokens to every session and 1,070 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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