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Agent skill

Slacrawl

by openclaw in openclaw/openclaw

Slack archive: search, sync freshness, threads/DMs, SQL counts, and Slacrawl repo work.

MITAuto-check passedDatabases

Install Slacrawl

skills CLI
$ npx skills add openclaw/openclaw --skill slacrawl -a claude-code

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

GitHub CLI
$ gh skill install openclaw/openclaw slacrawl --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/openclaw/openclaw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/slacrawl .claude/skills/slacrawl && 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
slacrawl
GitHub stars
392k
Token cost
~315 tokens
SKILL.md length
85 words
Files
2
Skills in repo
93
Repo updated
First seen
Licence
MIT

At a glance

Slack archive: search, sync freshness, threads/DMs, SQL counts, and Slacrawl repo work.

  • Tasks that involve Messaging and chat bots
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Tasks that involve SQL

What it does

Slacrawl is an agent skill from openclaw/openclaw. Slack archive: search, sync freshness, threads/DMs, SQL counts, and Slacrawl repo work.

Its SKILL.md is about 320 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `agents/openai.yaml`).

It sits in Databases, covering Messaging and chat bots and SQL. It works with SQL and Slack. The repository describes itself as: The AI that really does things. Any OS. Any Platform. The lobster way. 🦞. The licence is MIT.

When your agent uses it

  • Tasks that involve Messaging and chat bots
  • Tasks that involve SQL

Example prompts

  • “/slacrawl”

What it can do on your machine

Read from SKILL.md and the folder at commit 1eb5970. 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

    No scripts in the folder and no shell commands in SKILL.md (its code samples are bash).

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

  • Network

    No URLs in SKILL.md.

    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

Slacrawl loads about 315 tokens when it runs. Until then it costs about 24 tokens; SKILL.md has 85 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~24
When it runs · the whole SKILL.md, loaded when a task matches
~315

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); files beside SKILL.md are not scanned.

SKILL.md

The full file from openclaw/openclaw at commit 1eb5970, republished under its MIT licence (© openclaw). 85 words, ~315 tokens.

Download SKILL.mdSave it as .claude/skills/slacrawl/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
slacrawl
description
Slack archive: search, sync freshness, threads/DMs, SQL counts, and Slacrawl repo work.

Slacrawl

Use local Slack archive data first. Check freshness for recent/current questions:

bash
slacrawl doctor
slacrawl status --json

Refresh only when stale or asked:

bash
slacrawl sync --source wiretap
slacrawl sync --source bot --latest-only

wiretap reads Slack Desktop cache; bot uses API tokens. The desktop/api aliases remain valid. A configured connector can use --source mcp; select the workspace explicitly when needed. Use --full only for deliberate backfills.

Query with bounded slices:

bash
slacrawl search --limit 20 "query"
slacrawl messages --since 7d --limit 50
slacrawl sql "select count(*) from messages;"

Report workspace/channel names, absolute date spans, counts, and token/source limits. Use read-only SQL for exact counts/rankings. API sync and full thread/DM hydration require Slack tokens; do not assume they exist.

© openclaw, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file in .agents/skills/slacrawl of openclaw/openclaw.

  • SKILL.md
  • agents/openai.yaml

Open the folder on GitHubat commit 1eb5970

Compare with similar skills

Slacrawl 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.

Slacrawl compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Slacrawl this skillopenclaw/openclaw392k—~315Automated safety check: PassMIT
Postgres Commit History Articledigoal/blog8.6k—~2.3kAutomated safety check: PassGPL-2.0
Pp Intervals Icumvanhorn/printing-press-library2.1k—~3kAutomated safety check: NotesApache-2.0
Lens Reportjeremylongshore/tons-of-skills-marketplace2.8k—~1.3kAutomated safety check: NotesMIT
Evolving The Data ModelTriliumNext/Trilium38k—~2.1kAutomated safety check: PassAGPL-3.0
Orchardcore Data MigrationOrchardCMS/OrchardCore8.2k—~1.7kAutomated safety check: PassBSD-3-Clause

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    8.6k GitHub stars~2.3k tokensUpdated 10 days ago
    DatabasesAuto-check passed

  • Pp Intervals Icu

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Works with

Categories

Questions about Slacrawl

What does Slacrawl do?

Slack archive: search, sync freshness, threads/DMs, SQL counts, and Slacrawl repo work. Slacrawl is an agent skill from openclaw/openclaw. Slack archive: search, sync freshness, threads/DMs, SQL counts, and Slacrawl repo work.

When should I use Slacrawl?

Slacrawl fits situations like: tasks that involve Messaging and chat bots; tasks that involve SQL.

How do I install Slacrawl in Claude Code?

Run `npx skills add openclaw/openclaw --skill slacrawl -a claude-code`. Or copy the skill folder (.agents/skills/slacrawl in openclaw/openclaw) into .claude/skills/slacrawl in your project. Claude Code loads it when a task matches its description.

How do I install Slacrawl in Codex?

Run `npx skills add openclaw/openclaw --skill slacrawl -a codex`. Or copy the skill folder (.agents/skills/slacrawl in openclaw/openclaw) into .agents/skills/slacrawl in your project. Codex loads it when a task matches its description.

Can I use Slacrawl 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 openclaw/openclaw --skill slacrawl -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/slacrawl, .gemini/skills/slacrawl, .github/skills/slacrawl and .opencode/skills/slacrawl in your project.

What does Slacrawl need to run?

SKILL.md names no scripts, command-line tools or credentials: Slacrawl is instructions for the agent only.

Does Slacrawl access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Slacrawl 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. Review the folder before installing.

What licence does Slacrawl use?

Slacrawl is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Slacrawl use?

About 315 tokens (SKILL.md is roughly 1.3k 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 Slacrawl?

Skills that share tags, products or a category with Slacrawl: Postgres Commit History Article (digoal/blog, 8.6k stars), Pp Intervals Icu (mvanhorn/printing-press-library, 2.1k stars), Lens Report (jeremylongshore/tons-of-skills-marketplace, 2.8k stars) and Evolving The Data Model (TriliumNext/Trilium, 38k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Slacrawl?

openclaw (a GitHub organization) maintains it in openclaw/openclaw, which has 391,610 GitHub stars. The repository holds 93 skills in this directory. The repository was last updated on October 8, 2026.

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