Productivity & Collaboration

Slack Team Chat Retrieval Skill

Find solutions, code snippets, decisions, and troubleshooting details in a Slack chat archive.

21/ 100
Not recommended

Current benefit does not outweigh risk or uncertainty.

See how it was scored ↓
Works as-is in
Codex · Claude Code
Stars
★ 15k
Last updated
25d ago
License
MIT
slackchat-historyteam-decisionstroubleshooting
+1code-snippets

What does this skill do, and when should you use it?

This is a test skill in the Skill Seekers repository for the golden_chat_single golden build. It targets retrieval from a Slack chat source at fixtures/slack-export/. The supplied content contains one message, one user, and the #general channel. It exposes one main reference file plus an index for navigating the General Discussion section.

Uses fixtures/slack-export/ as the Slack chat source and organizes the content into one General Discussion section. It points users to references/main.md and references/index.md to find solutions, shared code snippets, team decisions, troubleshooting steps, and shared links from the chat history. The current dataset contains no threads, code snippets, or shared links.

Good fit
  • A team member needs to locate a solution discussed in the golden_chat_single history.
  • An engineer needs to review an architectural discussion or decision from the chat.
  • A support user needs to look up troubleshooting guidance from past messages.
  • A user needs to find a resource link shared by the team, although the current dataset contains none.

How do you install this skill?

Before you use it
  • This path appears to be a generated test artifact, not the documentation/GitHub/PDF conversion skill described by the candidate; do not treat it as an executable converter.
  • It contains Slack chat data but provides no privacy, authorization, redaction, or retention guidance.
  • A one-message fixture cannot substantiate search, conflict detection, failure handling, or large-input capability.
Before you start
Your agent needs
  • Local filesystem

The README documents installation of the full Skill Seekers collection with pip install skill-seekers. It does not document standalone installation of tests/golden/phase2/chat_single/SKILL.md or a destination path for this individual skill.

Generic route: install into Claude Code manually (macOS / Linux)
tmp="$(mktemp -d)"
git clone --depth 1 https://github.com/yusufkaraaslan/Skill_Seekers.git "$tmp"
mkdir -p ~/.claude/skills
cp -R "$tmp/tests/golden/phase2/chat_single" ~/.claude/skills/
rm -rf "$tmp"

Generated from the source repository and skill path; it copies only this skill's folder. If the author's install steps above differ, follow those first. To scope it to one project, replace ~/.claude/skills with that project's .claude/skills.

How do you use this skill?

Provide the skill directory, including SKILL.md and its references files, to an Agent Skills-compatible client, then ask it to find solutions, code snippets, team decisions, or troubleshooting steps in the golden_chat_single Slack history. The source does not specify a client-specific trigger syntax.

What are this skill's strengths and limitations?

Pros
  • Its scope is clearly limited to the golden_chat_single Slack build.
  • It provides navigation through references/main.md and references/index.md.
  • Its intended retrieval tasks cover solutions, decisions, troubleshooting, and shared resources.
Limitations
  • The supplied dataset contains only one message and one user, so coverage is very limited.
  • It contains no threads, code snippets, or shared links.
  • Standalone installation, client placement, and trigger syntax are undocumented.
  • It is a golden-build test skill; the source provides no evidence of production-scale knowledge coverage.

How does this skill compare with similar options?

Side by side with related skills; every score comes from the same FSRS standard.

Skill FS score Stars Last updated License
Slack Team Chat Retrieval Skill this page 21 · Not recommended ★ 15k 25d ago MIT
Golden Chat Slack Finder 27 · Not recommended ★ 15k 25d ago MIT
Empty Slack Chat Skill 28 · Not recommended ★ 15k 25d ago MIT
i-have-adhd: ADHD-Friendly Output Mode 65 · Recommended ★ 57k 14d ago MIT
Project Memory Manager 59 · Recommended ★ 3k 11d ago Apache-2.0

How did FollowSkills review this skill?

FollowSkills review · FSRS-2.0
Not recommended
21/ 100 5-point scale 1.1 / 5
The upstream repository has new commits since this review. The score still applies to the reviewed revision shown and may not cover the latest changes.
1Trust5 / 25 · 1.0/5

The skill exposes only static references to a one-message Slack export and shows no external actions, credential access, or data mutation, which limits immediate risk. It does not document sensitive-data handling, access boundaries, user confirmation, source validation, or rollback, so points are deducted.

2Reliability4 / 20 · 1.0/5

SKILL.md, index.md, and main.md agree on message counts, users, channel, date, and reference paths. However, this is a tiny generated fixture with no abnormal-input handling, failure feedback, dependency guidance, or key-path reproduction evidence, so points are deducted and the static ceiling keeps the score below 10.

3Adaptability2 / 15 · 0.7/5

The intended use is narrowly stated as searching a single Slack chat for solutions, decisions, snippets, troubleshooting, and links, giving some trigger clarity. The actual content contains only “Welcome aboard!”, with no declared non-fit boundaries, input requirements, output boundaries, or Chinese/network-environment support, so substantial points are deducted.

4Convention5 / 15 · 1.7/5

The material has headings, statistics, navigation, and a references directory; MIT licensing and repository version context are present in the supplied repository files. The selected skill itself lacks installation notes, versioning, changelog, maintenance ownership, troubleshooting, and limitation disclosure, so points are deducted.

5Effectiveness2 / 15 · 0.7/5

It can directly locate and display one chat message in a readable format. However, it does not match the candidate description of converting websites, GitHub repositories, and PDFs into Claude skills with conflict detection, and the single welcome message has almost no practical knowledge value, so points are deducted.

6Verifiability3 / 10 · 1.5/5

The SKILL.md statistics and reference target can be partially cross-checked against index.md and main.md, providing limited auditable static evidence. There is no independent execution result, CI coverage of this skill’s key path, or third-party validation, so only a low score is justified.

1 2 3 4 5 6

Open a dimension to read why it scored that way

Reviewed Jul 20, 2026 Reviewed revision d3f9b2c93779 Review evidence[1][2][3][4][5][6][7][8][9][10][11][12]

Evidence confidence:Low — Mostly static review, author material or a limited demo; useful for discovery, not high-risk decisions.

See the full review method →

FAQ

Is it suitable for a complete team Slack knowledge base?
That cannot be concluded from the source. The supplied skill contains only one message, one channel, and one user.
Does it require network access or MCP?
The source shows no network calls or MCP requirement. It does reference a local source directory and reference files, so those files must be available.
Can it retrieve code examples?
The intended use includes finding code snippets, but the current statistics report zero code snippets.
How do I invoke it in a specific client?
The source does not provide a client-specific installation location or trigger command.

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