Agent skill

Relay Tips

by AetherCore-Dev in AetherCore-Dev/relay-radar

Claude Code 省钱妙招和Token成本优化指南。分析当前使用模式, 提供针对性的节省建议。Use when: "省钱", "save tokens", "cost tips", "怎么省钱", "太贵了", "优化成本", "token花费".

No licenceAuto-check: notes

Install Relay Tips

skills CLI
$ npx skills add AetherCore-Dev/relay-radar --skill relay-tips -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install AetherCore-Dev/relay-radar relay-tips --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/AetherCore-Dev/relay-radar.git skills-src && mkdir -p .claude/skills && cp -r skills-src/packages/skills/relay-tips .claude/skills/relay-tips && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
relay-tips
GitHub stars
141
Token cost
~624 tokens
SKILL.md length
121 words
Files
1
Skills in repo
4
Repo updated
First seen
Licence
None found

At a glance

Claude Code 省钱妙招和Token成本优化指南。分析当前使用模式, 提供针对性的节省建议。Use when: "省钱", "save tokens", "cost tips", "怎么省钱", "太贵了", "优化成本", "token花费".

  • Works in 8 steps: Prompt Cache(节省30-50%输入成本) → 模型路由(节省40-60%) → 控制Extended Thinking(节省10-20%) → …
  • SKILL.md covers 💰 Claude Code 成本优化完全指南 and 📊 成本计算公式
  • Calls npx and pip

What it does

Relay Tips is an agent skill from AetherCore-Dev/relay-radar. Claude Code 省钱妙招和Token成本优化指南。分析当前使用模式, 提供针对性的节省建议。Use when: "省钱", "save tokens", "cost tips", "怎么省钱", "太贵了", "优化成本", "token花费".

Its SKILL.md is about 620 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

The repository describes itself as: AI中转站质量监控 · 模型验真 · Token成本优化 — RelayRadar 中转雷达.

Example prompts

  • “save tokens”
  • “cost tips”
  • “token花费”
  • “/relay-tips”

Requirements

  • Python 3
  • Node.js
  • Pre-approved tools (allowed-tools): Bash, Read, AskUserQuestion

Workflow steps

8 steps, taken from the step headings in SKILL.md.

  1. Prompt Cache(节省30-50%输入成本)
  2. 模型路由(节省40-60%)
  3. 控制Extended Thinking(节省10-20%)
  4. 精简输出
  5. 上下文管理
  6. 批量处理
  7. ccusage 监控
  8. relay-radar 分析

What it can do on your machine

Read from SKILL.md and the folder at commit a3e8f8f. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Bash
    • Read
    • AskUserQuestion

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • npx
    • pip

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md. Its commands use npx and pip, which can reach the network depending on how they are called.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Relay Tips loads about 624 tokens when it runs. Until then it costs about 35 tokens; SKILL.md has 121 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~35
When it runs · the whole SKILL.md, loaded when a task matches
~624

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check: notes

The automated check noted patterns worth knowing about, such as sudo or a known installer.

  • NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
    allowed-tools: Bash, Read, AskUserQuestion

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 121 words (~624 tokens).

name
relay-tips
allowed-tools
Bash, Read, AskUserQuestion
version
1.0.0

Read the full SKILL.md on GitHub

Files

Just SKILL.md in packages/skills/relay-tips of AetherCore-Dev/relay-radar.

Open the folder on GitHubat commit a3e8f8f

Compare with similar skills

Relay Tips next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Relay Tips compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Relay Tips this skillAetherCore-Dev/relay-radar141—~624Automated safety check: NotesNone
Give Me Tipscode-yeongyu/oh-my-openagent70k—~3.3kAutomated safety check: PassCustom licence
Context Savegarrytan/gstack136k—~9.7kAutomated safety check: NotesMIT
Save As PDFasgeirtj/system_prompts_leaks69k—~2.3kAutomated safety check: PassCC0-1.0
Save to Obsidian VaultAgriciDaniel/claude-obsidian15k—~1.3kAutomated safety check: PassMIT
Relayjmfederico/pi-web861—~1.8kAutomated safety check: PassMIT

Similar skills

  • Give Me Tips

    code-yeongyu/oh-my-openagent

    Explains a specific senpi tip in depth, such as a Tip: line shown in the terminal UI, after checking the real tip catalog on your machine.

    70k GitHub stars~3.3k tokensUpdated today
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  • Context Save

    garrytan/gstack

    Captures git state, decisions made and remaining work so that a later session can resume the task without losing context.

    136k GitHub stars~9.7k tokensUpdated today
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  • Save As PDF

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    Print-ready PDF export

    69k GitHub stars~2.3k tokensUpdated yesterday
    Documents & OfficeAuto-check passed
  • Save to Obsidian Vault

    AgriciDaniel/claude-obsidian

    Files a specific answer, decision or insight you point to in a conversation as one reviewed note in your Obsidian vault, and only when you ask for it.

    15k GitHub stars~1.3k tokensUpdated 27 days ago
    Knowledge ManagementAuto-check passed
  • Relay

    jmfederico/pi-web

    Foundational, tool-agnostic Relay method for carrying long work across a chain of independent agent contexts, one bounded leg at a time.

    861 GitHub stars~1.8k tokensUpdated yesterday
    Agent WorkflowsAuto-check passed
  • Relay

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More from AetherCore-Dev/relay-radar

  • Relay Probe

    AetherCore-Dev/relay-radar

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    141 GitHub stars~331 tokensUpdated 2 days ago
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  • Relay Rank

    AetherCore-Dev/relay-radar

    综合评估和排名AI中转站。整合延迟探测、模型验真、计费审计三大维度数据, 生成排名报告和推荐列表。Use when: "中转站排名", "推荐中转站", "rank relays", "哪个中转站好", "中转站对比".

    141 GitHub stars~276 tokensUpdated 2 days ago
    Auto-check: notes
  • Relay Verify

    AetherCore-Dev/relay-radar

    验证AI中转站声称的模型是否真实。通过指纹题库、推理深度分析、延迟画像、 输出质量评分等多维度交叉验证,判断中转站是否用低端模型冒充高端模型。

    141 GitHub stars~364 tokensUpdated 2 days ago
    Auto-check: notes

Questions about Relay Tips

What does Relay Tips do?

Claude Code 省钱妙招和Token成本优化指南。分析当前使用模式, 提供针对性的节省建议。Use when: "省钱", "save tokens", "cost tips", "怎么省钱", "太贵了", "优化成本", "token花费". Relay Tips is an agent skill from AetherCore-Dev/relay-radar. Claude Code 省钱妙招和Token成本优化指南。分析当前使用模式, 提供针对性的节省建议。Use when: "省钱", "save tokens", "cost tips", "怎么省钱", "太贵了", "优化成本", "token花费".

How do I install Relay Tips in Claude Code?

Run `npx skills add AetherCore-Dev/relay-radar --skill relay-tips -a claude-code`. Or copy the skill folder (packages/skills/relay-tips in AetherCore-Dev/relay-radar) into .claude/skills/relay-tips in your project. Claude Code loads it when a task matches its description.

How do I install Relay Tips in Codex?

Run `npx skills add AetherCore-Dev/relay-radar --skill relay-tips -a codex`. Or copy the skill folder (packages/skills/relay-tips in AetherCore-Dev/relay-radar) into .agents/skills/relay-tips in your project. Codex loads it when a task matches its description.

Can I use Relay Tips in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add AetherCore-Dev/relay-radar --skill relay-tips -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/relay-tips, .gemini/skills/relay-tips, .github/skills/relay-tips and .opencode/skills/relay-tips in your project.

What does Relay Tips need to run?

Going by SKILL.md and its folder, Relay Tips needs the command-line tools its instructions call (npx and pip). Our summary lists: Python 3; Node.js. Its frontmatter pre-approves these tools: Bash, Read, AskUserQuestion.

Does Relay Tips access the network?

SKILL.md contains no URLs. Its commands use npx and pip, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Relay Tips safe to install?

Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.

What licence does Relay Tips use?

No licence was found for Relay Tips or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Relay Tips use?

About 624 tokens (SKILL.md is roughly 2.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Relay Tips?

Skills that share tags, products or a category with Relay Tips: Give Me Tips (code-yeongyu/oh-my-openagent, 70k stars), Context Save (garrytan/gstack, 136k stars), Save As PDF (asgeirtj/system_prompts_leaks, 69k stars) and Save to Obsidian Vault (AgriciDaniel/claude-obsidian, 15k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Relay Tips?

AetherCore-Dev (a GitHub organization) maintains it in AetherCore-Dev/relay-radar, which has 141 GitHub stars. The repository holds 4 skills in this directory. The repository was last updated on October 5, 2026.

Source: AetherCore-Dev/relay-radar on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.