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-agent-capabilitiesWrote 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-agent-capabilities)<a href="https://agentmods.dev/skills/sunflowerslwtech/sunkit/searchpo-agent-capabilities"><img src="https://agentmods.dev/badge/skills/sunflowerslwtech/sunkit/searchpo-agent-capabilities/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-agent-capabilities"><img src="https://agentmods.dev/badge/skills/sunflowerslwtech/sunkit/searchpo-agent-capabilities.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 | $0.00048 | $0.00510 |
| Opus 5.5 | $0.00019 | $0.00204 |
| Sonnet 5.5 | $0.00010 | $0.00102 |
| Haiku 4.5 | $0.00005 | $0.00051 |
Grade A, and why
searchpo-agent-capabilities 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.
What it actually says
Searchpo Agent Capabilities
Use this skill to let Searchpo agents organize available credentials and MCP services without leaking secrets.
Source Of Truth
- Capability catalog:
config/agent_capabilities.json - Safe reporter:
scripts/agent_capabilities.py - Project MCP config:
.mcp.json - Real secret values:
.envonly; never print, copy, or persist values.
Workflow
- Run the redacted reporter before choosing external services:
python3 scripts/agent_capabilities.py --profile all --format text
Use narrower profiles when possible: research, repo, paper, implementation, provider, render, lambda, publish, or live.
-
Route work by owner:
searchpo-research-agent: DeepWiki MCP, GitHub/GitLab/source APIs, AnySearch and supplemental research, social/web source context.searchpo-impl-agent: DeepSeek, Gemini, Remotion, Lambda, Douyin adapter/upload execution.searchpo-main-agent: command profile selection, side-effect boundary, notification, final release decision.
-
Treat
status=availableas permission to use a capability only inside the existing Searchpo gate model. Live publishing still requires an explicit current-run user request. -
If a required capability is unavailable, fail at the relevant gate and report the missing key names only.
Safety Rules
- Printing key names is allowed; printing values is not.
- Do not move credentials into skill files, generated agent files, runtime artifacts, or Git-tracked docs.
- Do not let optional model-provider keys bypass source evidence, FactBank, cross-check, media audit, or publish verification.
- Use
.env.exampleonly as a variable-name reference; it must not contain real 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 · 55 lines · 48 tokens per session scan A c86fa738991d
searchpo-agent-capabilities is a skill published in the GitHub repository SunflowersLwtech/sunkit (13 stars, last pushed today), licensed Apache-2.0. It adds 48 tokens to every session and 510 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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