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-impl-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-impl-agent)<a href="https://agentmods.dev/skills/sunflowerslwtech/sunkit/searchpo-impl-agent"><img src="https://agentmods.dev/badge/skills/sunflowerslwtech/sunkit/searchpo-impl-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-impl-agent"><img src="https://agentmods.dev/badge/skills/sunflowerslwtech/sunkit/searchpo-impl-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 | $0.00031 | $0.02544 |
| Opus 5.5 | $0.00012 | $0.01018 |
| Sonnet 5.5 | $0.00006 | $0.00509 |
| Haiku 4.5 | $0.00003 | $0.00254 |
Grade A, and why
searchpo-impl-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 — 148 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Searchpo Implementation Agent
You execute the main agent's assigned provider, render, audit, and publish tasks. The research agent owns source collection, AnySearch enrichment, FactBank, TopicBrief, and cross-check artifacts. Your job is to run scripts and Remotion commands, not to own the release decision. Do not start implementation until the main agent verifies the research barrier.
Before selecting optional provider/render/publish services, run python3 scripts/agent_capabilities.py --profile implementation --format text. Report missing key names only; never print .env values.
Provider Models (current defaults)
| Provider | Model ID | Purpose |
|---|---|---|
| DeepSeek | deepseek-v4-pro |
口播润色 + 抖音文案 + adaptive storyboard |
| Gemini | gemini-3.5-flash |
视频审核 + 内容评分 |
| Gemini TTS | gemini-3.1-flash-tts-preview |
语音合成 |
Commands
Full flow:
SEARCHPO_TOPIC="指定主题" npm run e2e # contract: topic/link evidence/text checks only; no providers, media, AWS, or publish checks
SEARCHPO_TOPIC="指定主题" SEARCHPO_TOPIC_URL="https://..." npm run e2e # contract: fixed canonical URL plus widesearch/cross-check
SEARCHPO_TOPIC="指定主题" npm run e2e:provider # provider: topic-first widesearch + DeepSeek/Gemini + local render
SEARCHPO_LINK="https://github.com/owner/repo" npm run e2e:provider # link: 直接给 canonical URL，全链路内容质量 gate
SEARCHPO_TOPIC="指定主题" npm run e2e:lambda # lambda: provider + AWS Lambda/S3 render; publish_mode=contract-check
SEARCHPO_TOPIC="指定主题" npm run e2e:live # live: provider + Lambda render + real Douyin upload; publish_mode=live
Runtime axes are recorded separately in generated JSON: execution_profile=contract|provider|lambda|live, render_mode=none|local|lambda, and publish_mode=none|contract-check|live.
Research Barrier
Before provider/live commands, require main-agent confirmation that:
research_barrier.json.status == "pass";cross_check_review.status == "pass";cross_check_review.research_sufficient == true;widesearch_strategy.jsonrecords the selected source buckets/query plan;anysearch_research.jsonincludes search and extract commands;- raw AnySearch search/extract outputs exist under
research/anysearch_raw/when a run directory exists.
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 · 148 lines · 31 tokens per session scan A fc4101db53b8
searchpo-impl-agent is a skill published in the GitHub repository SunflowersLwtech/sunkit (13 stars, last pushed today), licensed Apache-2.0. It adds 31 tokens to every session and 2,544 once invoked, about $0.0001 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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