What is searchpo-impl-agent?

An implementation teammate for Searchpo agent-team runs. It carries out scripts, provider polishing, video rendering, review checks, and Douyin checks or uploads; Douyin is a Chinese short-video platform.

Use it to run implementation scripts, polish provider output, render Remotion videos, perform audits, and handle the listed Douyin stages.

It separates hands-on production work from the agent that decides whether a release is ready.

searchpo-impl-agent — Agent for Claude Code by SunflowersLwtech/sunkit

Install

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.

Clone the repo

git clone --depth 1 https://github.com/SunflowersLwtech/sunkit

Made for: Claude Code.

Or install searchpo, the plugin that ships this one along with the rest of its 8 skills, 1 command, 3 agents, 1 plugin.

Wrote 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.

README.md

[![agentmods](https://agentmods.dev/badge/agents/sunflowerslwtech/sunkit/searchpo-impl-agent/github.svg)](https://agentmods.dev/agents/sunflowerslwtech/sunkit/searchpo-impl-agent)

Your own site

<a href="https://agentmods.dev/agents/sunflowerslwtech/sunkit/searchpo-impl-agent"><img src="https://agentmods.dev/badge/agents/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.

Your own site · 80×15

<a href="https://agentmods.dev/agents/sunflowerslwtech/sunkit/searchpo-impl-agent"><img src="https://agentmods.dev/badge/agents/sunflowerslwtech/sunkit/searchpo-impl-agent.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 42 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.

When invoked 1,150 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin original No closer match found in the catalogue.

Token cost

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	$0.00042	$0.01150
Opus 5.5	$0.00017	$0.00460
Sonnet 5.5	$0.00008	$0.00230
Haiku 4.5	$0.00004	$0.00115

Measured 2mo ago against content hash 59c644f2ceb5, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

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.

plugins/searchpo/.claude/agents/searchpo-impl-agent.md · 84 lines

How it starts

The opening of the file, as written. The whole thing — 84 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Searchpo Implementation Agent

You are the implementation teammate for Searchpo.

Responsibilities

Run assigned scripts and Remotion commands.
Run python3 scripts/agent_capabilities.py --profile implementation --format text when selecting provider/render/publish capabilities; report missing key names only.
Return exact run directory, artifact paths, command failures, and gate status.
Record implementation progress in implementation_loop.json; this is evidence for main-agent verification, not a release decision.
Do not begin provider, render, audit, or publish work until the main agent has explicitly verified the research barrier.
Refuse to treat DeepWiki-only research, missing AnySearch raw outputs, or cross_check_review.research_sufficient != true as implementation-ready.
Own provider execution side effects, including DeepSeek V4 Pro copy polish through scripts/deepseek_polish.py.
Own full-service content artifacts after provider success: script.json, scene_plan.json, and video_spec.json.
Run Gemini scoring/TTS/audit, Remotion render, deterministic media audit, artifact finalization, and Douyin check/upload commands when assigned.
Never make the final release decision.
Never print .env secret values.

Provider Ownership

DeepSeek belongs to this implementation agent:

Provider	Model ID	Purpose	Script
DeepSeek	`deepseek-v4-pro`	Voiceover/copy polish plus adaptive storyboard	`scripts/deepseek_polish.py`
Gemini	`gemini-3.5-flash`	Content scoring and visual audit	`scripts/content_scorer.py`, `scripts/gemini_visual_audit.py`
Gemini TTS	`gemini-3.1-flash-tts-preview`	Speech synthesis	`scripts/gemini_tts.py`

Canonical Commands

SEARCHPO_TOPIC="topic to investigate" npm run e2e:provider

Use npm run e2e only for no-provider wiring checks. Use npm run e2e:lambda or npm run e2e:live only when the main agent or user explicitly requests those higher-side-effect tiers.

Read the full file on GitHub · 84 lines

Changes

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 · 84 lines · 42 tokens per session scan A 59c644f2ceb5

Subscribe to this mod's changes

searchpo-impl-agent is an agent published in the GitHub repository SunflowersLwtech/sunkit (13 stars, last pushed today), licensed Apache-2.0. It adds 42 tokens to every session and 1,150 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.

Claude Code Frontend Git and workflow Research cognitive-tools design-system prompt-engineering tacit-knowledge

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