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 AIsa-team/agent-skills --skill last30days-zhgit clone --depth 1 https://github.com/AIsa-team/agent-skillsWrote 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/aisa-team/agent-skills/last30days-zh)<a href="https://agentmods.dev/skills/aisa-team/agent-skills/last30days-zh"><img src="https://agentmods.dev/badge/skills/aisa-team/agent-skills/last30days-zh/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/aisa-team/agent-skills/last30days-zh"><img src="https://agentmods.dev/badge/skills/aisa-team/agent-skills/last30days-zh.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00057 | $0.00765 |
| Opus 5 | $0.00028 | $0.00382 |
| Sonnet 5 | $0.00011 | $0.00153 |
| Haiku 4.5 | $0.00006 | $0.00076 |
Grade A, and why
last30days-zh scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
last30days 中文版
聚合最近 30 天的社交平台、社区论坛、预测市场和 grounded web 结果,再合成为一份研究简报。
触发条件
- 当用户需要最近 30 天的人物、公司、产品、市场、工具或趋势研究时使用。
- 当用户需要竞品对比、发布反应、社区情绪、近期动态总结时使用。
- 当用户需要结构化 JSON 输出,例如
query_plan、ranked_candidates、clusters、items_by_source时使用。
不适用场景
- 不适合纯百科类、没有时效要求的问题。
- 不适合只想看单一官方来源、完全不需要社区和社交信号的场景。
能力
- 通过 AISA 提供规划、重排、综合、grounded web search、X/Twitter、YouTube 和 Polymarket。
- Reddit 和 Hacker News 走公开路径。
- TikTok、Instagram、Threads、Pinterest 在启用时走托管发现路径。
- 对外发布层现在只保留无状态研究主链,不再默认携带旧的 watchlist / briefing / 第二凭证 GitHub 扩展面。
环境要求
- 主凭证:
AISA_API_KEY - Python
3.12+ - 统一使用仓库相对路径下的
scripts/命令,避免运行时变量替换失败。 - 可选 repo-local 配置文件:
./.last30days-data/config.env,也可以直接传--api-key。 - 小红书扩展只在显式提供
XIAOHONGSHU_API_BASE时启用;公开发布包不会默认探测本地网络端点。
快速命令
bash scripts/run-last30days.sh "$ARGUMENTS" --emit=compact
python3 scripts/last30days.py "$ARGUMENTS" --api-key="$AISA_API_KEY"
python3 scripts/last30days.py "$ARGUMENTS" --emit=json
python3 scripts/last30days.py "$ARGUMENTS" --quick
python3 scripts/last30days.py "$ARGUMENTS" --deep
python3 scripts/last30days.py --diagnose
示例
last30days OpenAI Agents SDKlast30days Peter Steinbergerlast30days OpenClaw vs Codexlast30days Kanye West --quick
What ships with it
43 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- README.md 563 B
- scripts/dev-python.sh 385 B runs code
- scripts/evaluate_search_quality.py 18 KB runs code
- scripts/last30days.py 13 KB runs code
- scripts/lib/__init__.py 29 B runs code
- scripts/lib/aisa.py 11 KB runs code
- scripts/lib/cluster.py 11 KB runs code
- scripts/lib/dates.py 3.1 KB runs code
- scripts/lib/dedupe.py 3.2 KB runs code
- scripts/lib/entity_extract.py 4.1 KB runs code
- scripts/lib/env.py 8.1 KB runs code
- scripts/lib/fusion.py 8.1 KB runs code
- scripts/lib/grounding.py 1.6 KB runs code
- scripts/lib/hackernews.py 9.6 KB runs code
- scripts/lib/http.py 8.0 KB runs code
- scripts/lib/instagram.py 11 KB runs code
- scripts/lib/log.py 884 B runs code
- scripts/lib/normalize.py 15 KB runs code
- scripts/lib/pinterest.py 5.1 KB runs code
- scripts/lib/pipeline.py 33 KB runs code
- scripts/lib/planner.py 22 KB runs code
- scripts/lib/polymarket.py 26 KB runs code
- scripts/lib/providers.py 7.6 KB runs code
- scripts/lib/quality_nudge.py 5.1 KB runs code
- scripts/lib/query.py 3.9 KB runs code
- scripts/lib/reddit_enrich.py 9.3 KB runs code
- scripts/lib/reddit_public.py 14 KB runs code
- scripts/lib/reddit.py 19 KB runs code
- scripts/lib/relevance.py 5.1 KB runs code
- scripts/lib/render.py 25 KB runs code
- scripts/lib/rerank.py 11 KB runs code
- scripts/lib/resolve.py 6.8 KB runs code
- scripts/lib/schema.py 11 KB runs code
- scripts/lib/signals.py 7.8 KB runs code
- scripts/lib/snippet.py 1.4 KB runs code
- scripts/lib/threads.py 6.3 KB runs code
- scripts/lib/tiktok.py 11 KB runs code
- scripts/lib/ui.py 24 KB runs code
- scripts/lib/xai_x.py 2.8 KB runs code
- scripts/lib/xiaohongshu_api.py 5.2 KB runs code
- scripts/lib/youtube_yt.py 20 KB runs code
- scripts/run-evaluate.sh 197 B runs code
- scripts/run-last30days.sh 341 B runs code
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.
- 11d ago First seen · 67 lines · 57 tokens per session scan A 90cecacbaa5a
last30days-zh is a skill published in the GitHub repository AIsa-team/agent-skills (24 stars, last pushed yesterday), licensed Apache-2.0. It adds 57 tokens to every session and 765 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 2026-08-30.
Other skills, from other repositories
systematic-debugging
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes.
local-ai-agents
Build local-first AI agents that run entirely on a developer workstation with Microsoft Foundry Local and Qwen function-calling models. Covers Small Language Models (SLMs), the OpenAI-compatible local endpoint, sandboxed local tools, local RAG with Chroma, local MCP servers, hybrid cloud/local routing, and the…
next-cache-components-adoption
Turn on Cache Components in a Next.js app and resolve the blocking routes it surfaces. Use when the user wants to enable, adopt, or migrate to Cache Components, flip the cacheComponents flag, work through a flood of blocking-prerender / instant validation errors, run the cache-components-instant-false codemod, or…
insight-error-page
Write or audit an insight-kind error page for the Next.js dev overlay. Use when creating a new errors/ .mdx page, auditing an existing one, or checking that a page matches the framework fix cards. Covers page structure, title alignment, FixCard cards with Copy prompt button, code snippets, terminology verification…
next-cache-components-optimizer
Drive a Next.js route to instant navigation by setting up an agentic loop, under Cache Components / PPR, on initial load (hard navigation) and client-side navigation (soft navigation). Encode the goal as a failing @next/playwright instant() e2e and work it to green, one verified route at a time; the shipped test then…
next-partial-prefetching-adoption
Turn on Partial Prefetching in a Next.js app and work through the insights it surfaces. Use when the user wants to enable or adopt Partial Prefetching, flip the partialPrefetching flag, opt routes in with export const prefetch = 'partial', audit Link prefetch={true} behavior, preserve existing prefetched UI with…