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 z2z23n0/idea-miner --skill agent-idea-feedgit clone --depth 1 https://github.com/z2z23n0/idea-minerWrote 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/z2z23n0/idea-miner/agent-idea-feed)<a href="https://agentmods.dev/skills/z2z23n0/idea-miner/agent-idea-feed"><img src="https://agentmods.dev/badge/skills/z2z23n0/idea-miner/agent-idea-feed/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/z2z23n0/idea-miner/agent-idea-feed"><img src="https://agentmods.dev/badge/skills/z2z23n0/idea-miner/agent-idea-feed.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 | $0.00064 | $0.00857 |
| Opus 5 | $0.00032 | $0.00428 |
| Sonnet 5 | $0.00013 | $0.00171 |
| Haiku 4.5 | $0.00006 | $0.00086 |
Grade A, and why
agent-idea-feed 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 10d 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
Agent Idea Feed
这个 skill 只做一件事：从七个固定来源找到具体任务，把它们改写成有意思、能一句话讲清楚的完整任务型 Agent idea。
不要调用或复刻旧的 idea-discovery-workflow、ai-founder-playbook、thesis、bucket、Red Team、Competitor、CEO、Report Reader、candidate ledger、dossier 或 artifact checker。
不要读取或使用旧 Mainline idea intent、~/.codex/data/idea-discovery、旧 run artifact 或旧 automation memory。唯一历史来源是 node scripts/seen-store.mjs list 返回的种子和新运行记录。
Quick start
- 运行
node scripts/seen-store.mjs list，读取种子历史和以后所有运行。 - 按固定来源和核心词检索，直到每个来源都有三个未出现过的具体任务。
- 将任务改写成完整任务型 Agent，做任务级语义去重。
- 用
node scripts/seen-store.mjs record <run.json>检查并记录 21 个结果。 - 只按固定 Markdown 模板返回结果。
详细检索、筛选、去重和格式要求见 references/run-contract.md。
固定来源
按以下顺序输出，每个来源恰好 3 个：
- Upwork
- Freelancer
- PeoplePerHour
- 电鸭
- 实现网
- 猪八戒
- chinese-independent-developer
名额不能跨来源移动。不要输出“最多三个”、不足说明、覆盖报告或补位解释；继续检索该来源，直到找到三个未出现过的具体任务。
固定检索词
国际和中文来源都要尝试中英文，第一层只使用：
agentAI workflowAI automation/AI 自动化workflow/工作流智能体
n8n、Dify、RPA、客服、外呼、审核 等技术或场景词只能用于理解已有结果，不能作为第一层检索入口。
完整任务标准
合格 idea 必须能说清楚：用户给 Agent 什么，Agent 连续观察、判断和执行什么，用户最后得到什么结果。
优先选择真的替用户办事、有清晰输入和可见结果、一句话能想象出 demo、个人可能想做着玩的方向。
直接排除：泛招聘、开发服务、课程、导航站、模板、万能助手，以及试炼场、夹具库、回归室、评测台、观测平台、编排框架、治理系统、benchmark、checker、debugger 等 builder tooling。不要把原始业务需求擅自改写成可靠性、评测、审计或基础设施产品。
禁止展开
默认不做也不写市场验证、可行性、竞品、技术栈、架构、MVP、商业模式、定价、GTM、bucket、评分、排名、来源覆盖或搜索过程。
来源只是 idea 原材料。外包平台不等于需求验证，产品目录也不等于竞品库。
完成条件
- 恰好 21 个，七个来源各 3 个；
- 与种子历史和任何后续运行都不重复；
- 每个只有名字、完整任务描述和具体来源链接；
- 最后选五个个人最想玩的方向，不补充分析；
seen-store.mjs record已成功。
What ships with it
1 file 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.
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.
- 10d ago First seen · 71 lines · 64 tokens per session scan A cdc793fdb5bc
agent-idea-feed is a skill published in the GitHub repository z2z23n0/idea-miner (23 stars, last pushed 1mo ago), licensed MIT. It adds 64 tokens to every session and 857 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.
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