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 AllenS0104/skill-browser --skill content-search-summarizationgit clone --depth 1 https://github.com/AllenS0104/skill-browserWrote 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/allens0104/skill-browser/content-search-summarization)<a href="https://agentmods.dev/skills/allens0104/skill-browser/content-search-summarization"><img src="https://agentmods.dev/badge/skills/allens0104/skill-browser/content-search-summarization/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/allens0104/skill-browser/content-search-summarization"><img src="https://agentmods.dev/badge/skills/allens0104/skill-browser/content-search-summarization.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 | $0.00060 | $0.01712 |
| Opus 5 | $0.00030 | $0.00856 |
| Sonnet 5 | $0.00012 | $0.00342 |
| Haiku 4.5 | $0.00006 | $0.00171 |
Grade A, and why
content-search-summarization 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 9d 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 — 202 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Content search summarization skill
Use this skill when the user asks for tasks such as:
- "Find the top 5 videos about X on Bilibili and summarize them"
- "Search YouTube for a topic and give me the best results"
- "Look up public content on a supported site and summarize the top items"
Execution routing (critical)
Before attempting any search, classify the platform and pick the best execution path:
if opencli supports the platform:
use opencli (deterministic, zero LLM cost, session-reuse)
elif public API exists:
use fetch (structured JSON, no rendering needed)
elif site is SSR and publicly accessible:
use web_fetch or Playwright (metadata extraction)
else:
require login-state browser or declare blocked
This is the single most important decision in this skill.
Platform registry
| Platform | opencli command | Public API | SSR fetch | Access tier |
|---|---|---|---|---|
| Bilibili | opencli bilibili search --keyword <kw> |
api.bilibili.com |
partial | T1: opencli preferred |
| YouTube | opencli youtube search --keyword <kw> |
YouTube Data API | partial | T1: opencli preferred |
| 小红书 | opencli xiaohongshu search --keyword <kw> |
❌ | ❌ SPA shell | T2: opencli required |
| 抖音 | opencli tiktok search --keyword <kw> |
❌ | ❌ JS obfuscated | T2: opencli required |
| 知乎 | opencli zhihu search --keyword <kw> |
❌ | ❌ login-gated | T2: opencli required |
| 微博 | opencli weibo search --keyword <kw> |
❌ | ❌ | T2: opencli required |
| 豆瓣 | opencli douban search --keyword <kw> |
❌ | partial | T2: opencli preferred |
| arXiv | ❌ | export.arxiv.org |
✅ SSR | T3: fetch / web_fetch |
| Wikipedia | opencli wikipedia search --keyword <kw> |
en.wikipedia.org/api |
✅ SSR | T1: any path works |
| HackerNews | opencli hackernews top |
hn.algolia.com/api |
✅ SSR | T1: any path works |
opencli reddit search --keyword <kw> |
❌ | partial | T1: opencli preferred | |
| BBC | opencli bbc news |
❌ | ✅ SSR | T3: fetch / web_fetch |
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.
- 9d ago First seen · 202 lines · 60 tokens per session scan A 9af386b0a158
content-search-summarization is a skill published in the GitHub repository AllenS0104/skill-browser (5 stars, last pushed 5mo ago), licensed MIT. It adds 60 tokens to every session and 1,712 once invoked, about $0.0003 per session on Opus 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 2026-08-31.
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