Agent skill

Slack Search

by minicoohei in minicoohei/ai-agent-camp

Slackチャンネルやメッセージをセマンティック検索するスキル. An agent skill from minicoohei/ai-agent-camp.

No licenceAuto-check passed

Install Slack Search

skills CLI
$ npx skills add minicoohei/ai-agent-camp --skill slack-search -a claude-code

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

GitHub CLI
$ gh skill install minicoohei/ai-agent-camp slack-search --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/minicoohei/ai-agent-camp.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/slack-search .claude/skills/slack-search && 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
slack-search
GitHub stars
347
Token cost
~1.4k tokens
SKILL.md length
130 words
Files
6 (incl. scripts)
Skills in repo
37
Repo updated
First seen
Licence
None found

At a glance

Slackチャンネルやメッセージをセマンティック検索するスキル. An agent skill from minicoohei/ai-agent-camp.

  • Works in 9 steps: ワークスペース概要 (get_workspace_overview) → チャンネル検索 (find_channels) → チャンネル詳細 (get_channel_detail) → …
  • SKILL.md covers クイックスタート, 利用可能な検索機能, データ構造 and CLIコマンド, plus 6 more sections
  • Runs Python scripts from its folder; calls uv and python3

What it does

Slack Search is an agent skill from minicoohei/ai-agent-camp. Slackチャンネルやメッセージをセマンティック検索するスキル。 「Slackで検索して」「チャンネルを探して」「発言を探して」等のリクエストで発動。

Its SKILL.md is about 1.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 8 other files, including scripts (for example `SKILL.en.md`, `SKILL.es.md` and `agents/openai.yaml`).

It works with Slack. The repository describes itself as: AI Agent Camp — non-engineer-friendly AI agent training curriculum. Lessons, skills, commands, and hooks for Claude Code, Cursor, and Codex.

Example prompts

  • “/slack-search”

Requirements

  • Python 3

Workflow steps

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

  1. ワークスペース概要 (get_workspace_overview)
  2. チャンネル検索 (find_channels)
  3. チャンネル詳細 (get_channel_detail)
  4. 関連チャンネル探索 (find_related_channels)
  5. 人物検索 (find_person)
  6. イベント検索 (find_events)
  7. カテゴリ別一覧 (list_channels_by_category)
  8. タイムライン検索 (get_timeline)
  9. 出力ソース情報 (get_output_sources)

What it can do on your machine

Read from SKILL.md and the folder at commit 048ba4c. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships 1 file in scripts/ (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • uv
    • python3

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

  • Network

    No URLs in SKILL.md. Its commands use uv, 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

Slack Search loads about 1.4k tokens when it runs. Until then it costs about 22 tokens; SKILL.md has 130 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~22
When it runs · the whole SKILL.md, loaded when a task matches
~1.4k

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 passed

The automated check found no risky patterns in SKILL.md.

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); the scripts in this folder are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 130 words (~1,360 tokens).

name
slack-search
triggers
Slackで検索して, チャンネルを探して, 発言を探して, 関連するチャンネル, イベントを検索, slack-search, Slack search

Read the full SKILL.md on GitHub

Files

SKILL.md and 5 other files (scripts) in skills/slack-search of minicoohei/ai-agent-camp.

  • SKILL.md
  • SKILL.en.md
  • SKILL.es.md
  • agents/openai.yaml
  • data/book_index.json
  • scripts/slack_search.py

Open the folder on GitHubat commit 048ba4c

Compare with similar skills

Slack Search 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.

Slack Search compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Slack Search this skillminicoohei/ai-agent-camp347—~1.4kAutomated safety check: PassNone
Agent Browser CLIvercel-labs/agent-browser44k24 repos~864Automated safety check: PassApache-2.0
Slack GIF Creatoranthropics/skills180k29 repos~2kAutomated safety check: PassApache-2.0
Code Design Rationale Investigatorcursor/plugins11k9 repos~2.6kAutomated safety check: PassNone
Electron App Automationvercel-labs/agent-browser44k5 repos~1.7kAutomated safety check: PassApache-2.0
Slack Browser Automationvercel-labs/agent-browser44k1 repos~2.1kAutomated safety check: PassApache-2.0

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Works with

Questions about Slack Search

What does Slack Search do?

Slackチャンネルやメッセージをセマンティック検索するスキル. An agent skill from minicoohei/ai-agent-camp. Slack Search is an agent skill from minicoohei/ai-agent-camp.

How do I install Slack Search in Claude Code?

Run `npx skills add minicoohei/ai-agent-camp --skill slack-search -a claude-code`. Or copy the skill folder (skills/slack-search in minicoohei/ai-agent-camp) into .claude/skills/slack-search in your project. Claude Code loads it when a task matches its description.

How do I install Slack Search in Codex?

Run `npx skills add minicoohei/ai-agent-camp --skill slack-search -a codex`. Or copy the skill folder (skills/slack-search in minicoohei/ai-agent-camp) into .agents/skills/slack-search in your project. Codex loads it when a task matches its description.

Can I use Slack Search 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 minicoohei/ai-agent-camp --skill slack-search -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/slack-search, .gemini/skills/slack-search, .github/skills/slack-search and .opencode/skills/slack-search in your project.

What does Slack Search need to run?

Going by SKILL.md and its folder, Slack Search needs Python for the scripts in its folder and the command-line tools its instructions call (uv and python3). Our summary lists: Python 3.

Does Slack Search access the network?

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

Is Slack Search safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Slack Search use?

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

How many tokens does Slack Search use?

About 1.4k tokens (SKILL.md is roughly 5.4k 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 Slack Search?

Skills that share tags, products or a category with Slack Search: Agent Browser CLI (vercel-labs/agent-browser, 44k stars), Slack GIF Creator (anthropics/skills, 180k stars), Code Design Rationale Investigator (cursor/plugins, 11k stars) and Electron App Automation (vercel-labs/agent-browser, 44k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Slack Search?

minicoohei (a GitHub user) maintains it in minicoohei/ai-agent-camp, which has 347 GitHub stars. The repository holds 37 skills in this directory. The repository was last updated on October 7, 2026.

Source: minicoohei/ai-agent-camp on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.