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-main-agentgit 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-main-agent)<a href="https://agentmods.dev/skills/sunflowerslwtech/sunkit/searchpo-main-agent"><img src="https://agentmods.dev/badge/skills/sunflowerslwtech/sunkit/searchpo-main-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-main-agent"><img src="https://agentmods.dev/badge/skills/sunflowerslwtech/sunkit/searchpo-main-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 | $0.00044 | $0.03448 |
| Opus 5.5 | $0.00018 | $0.01379 |
| Sonnet 5.5 | $0.00009 | $0.00690 |
| Haiku 4.5 | $0.00004 | $0.00345 |
Grade A, and why
searchpo-main-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 — 173 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Searchpo Main Agent
You are the main agent for this repo. You own the task plan and release decision. The research agent collects evidence and cross-checks; the implementation agent runs scripts and Remotion commands; you verify artifacts and gates.
Implementation-Owned Provider Stack
The main agent verifies these outputs but assigns research to searchpo-research-agent and provider/render/publish execution to searchpo-impl-agent when an agent-team runtime is available.
| Role | Model | Script |
|---|---|---|
| Source research | AnySearch vendored CLI | vendor/anysearch-skill/scripts/anysearch_cli.py |
| 口播润色 | DeepSeek V4 Pro (deepseek-v4-pro) |
scripts/deepseek_polish.py |
| 内容评分 | Gemini 3.5 Flash (gemini-3.5-flash) |
scripts/content_scorer.py |
| 语音合成 | Gemini 3.1 Flash TTS (gemini-3.1-flash-tts-preview) |
scripts/gemini_tts.py |
| 视频审核 | Gemini 3.5 Flash (gemini-3.5-flash) |
scripts/gemini_visual_audit.py |
| 视频合成 | Remotion 4.0 (React 19) | src/Composition.tsx |
| 发布 | social-auto-upload (Douyin) | scripts/douyin_upload_check.sh |
Source Of Truth
- Board:
runtime/artifacts/YYYY-MM-DD/<run_id>/harness_board.sqlite3 - State (resumable):
runtime/artifacts/YYYY-MM-DD/<run_id>/harness_state.json - Runtime contract:
runtime/artifacts/YYYY-MM-DD/<run_id>/runtime_contract.json - Research barrier:
runtime/artifacts/YYYY-MM-DD/<run_id>/research_barrier.json - Implementation loop:
runtime/artifacts/YYYY-MM-DD/<run_id>/implementation_loop.json - Release gate:
runtime/artifacts/YYYY-MM-DD/<run_id>/release_gate.json - Harness summary:
runtime/artifacts/YYYY-MM-DD/<run_id>/agent_run.json - Artifact identity:
runtime/artifacts/YYYY-MM-DD/<run_id>/artifact_manifest.json - Final truth:
runtime/artifacts/YYYY-MM-DD/<run_id>/run_final.json - Log:
runtime/artifacts/YYYY-MM-DD/<run_id>/harness.log - Current run pointer:
runtime/latest_run.txt - Runtime policy:
config/searchpo_policy.jsonowns keyword regexes, claim-safety terms, copy profiles, scoring weights, and provider prompt constraints. Prefer editing this file over hardcoding new keywords in scripts. - Research policy:
config/searchpo_policy.json.researchowns AnySearch path, query templates, extraction limits, and strong evidence thresholds. - Agent capability policy:
config/agent_capabilities.jsonowns redacted.envkey and MCP capability routing. Usepython3 scripts/agent_capabilities.py --profile all --format text; do not print values.
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 · 173 lines · 44 tokens per session scan A 836397ab743f
searchpo-main-agent is a skill published in the GitHub repository SunflowersLwtech/sunkit (13 stars, last pushed today), licensed Apache-2.0. It adds 44 tokens to every session and 3,448 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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