Dev & Engineering discordchat-historytroubleshootingteam-knowledge

Discord Chat Knowledge Skill

Find solutions, code references, and team decisions in exported Discord conversations.

FollowSkills review · FSRS-2.0
Not recommended
28/ 100 5-point scale 1.4 / 5
Trust8 / 25 · 1.6/5

The skill only points to local Discord-export reference files and specifies no commands, network access, or external side effects, so permission risk is relatively low. However, it provides no sensitive-chat handling, access control, user confirmation, rollback, or source-verification guidance, and exposes usernames and chat content, so points are deducted.

Reliability7 / 20 · 1.8/5

The message counts, channel, dates, and navigation across SKILL.md, index.md, and the three topic files are mostly internally consistent. However, there is no executable workflow, input validation, exception handling, or diagnosable failure feedback; the troubleshooting section claims a traceback attachment that is absent from the supplied files, so points are deducted.

Adaptability3 / 15 · 1.0/5

The stated use case is limited to testing the golden_chat_topics build, while the actual content is only three fixed Discord messages. It does not match the repository-level description of converting documentation sites, GitHub repositories, and PDFs, and declares no non-fit boundaries, trigger conditions, Chinese-language support, or network-environment fit, so only minimal points are awarded.

Convention5 / 15 · 1.7/5

The skill has front matter, usage guidance, statistics, navigation, and repository-level MIT license and version context. It lacks installation and dependency notes, parameters, examples, FAQs, known limitations, skill-specific versioning, changelog, and maintenance ownership, so points are deducted.

Effectiveness1 / 15 · 0.3/5

It can provide navigation for a fixed chat excerpt, but it cannot perform the described documentation, GitHub, or PDF conversion and produces no directly usable conversion output. Its marginal value as the assessed target skill is therefore near zero, warranting an almost-minimum score.

Verifiability4 / 10 · 2.0/5

The messages, statistics, and references can be statically cross-checked across the supplied files, providing limited auditability. There are no dedicated tests, execution results, or third-party reproduction artifacts for this skill's key path; the static-review ceiling therefore applies and points are deducted.

Evidence confidence:Low Reviewed Jul 20, 2026 Reviewed revision d3f9b2c93779
Before you use it
  • This path is a fixed Discord-chat golden-build test artifact and materially conflicts with the candidate's claimed general conversion capability.
  • Do not treat it as an executable documentation, GitHub, or PDF conversion skill; installation, inputs, outputs, and failure handling are unspecified.
  • The chat export contains usernames and message content; privacy, authorization, and retention controls should be confirmed before use.
  • The statement that a traceback is attached has no corresponding attachment, leaving troubleshooting evidence incomplete.
See the full review method →

What it does & when to use it

This is a golden-build test skill in the Skill Seekers repository for working with exported Discord chat data. It reads `fixtures/discord-export.json`, covering 3 messages, 2 users, and the `#help` channel. The content is organized into setup, troubleshooting, and general discussion sections with reference-file navigation. It is best treated as a narrowly scoped build-test artifact rather than a production-ready chat knowledge base.

Reads an exported Discord chat file, organizes conversations by topic, reports message, user, thread, code-snippet, link, and channel statistics, and exposes navigation through references/ files and references/index.md.

  1. A developer validating whether Discord chat data is converted into a structured skill during a golden-build test.
  2. A team member looking up setup instructions or troubleshooting steps from historical `#help` conversations.
  3. An engineer reviewing team discussions, shared code snippets, or architectural decisions stored in chat history.
  4. A tester checking whether generated reference-file indexes and chat statistics match the source export.

Pros & cons

Pros
  • Narrow, clearly defined scope for Discord chat-history lookup.
  • Includes topic sections, chat statistics, and reference-file navigation.
  • Useful for validating Skill Seeker's chat-import and skill-generation workflow.
  • The repository is MIT-licensed.
Limitations
  • Contains only 3 messages, 2 users, and one channel.
  • It is a test fixture under `tests/golden/phase2`, not a general-purpose Discord knowledge base.
  • The source does not document standalone installation, permission handling, or automatic updates for this skill.
  • It contains no code snippets or shared links, limiting practical retrieval coverage.

How to install

The README documents installation for the full Skill Seekers collection with pip install skill-seekers. This skill is stored at tests/golden/phase2/chat_topics/SKILL.md; the source does not document a separate installation command or target-client path for this individual skill.

How to use

In an Agent Skills-compatible client with this skill loaded, ask it to use golden-chat-topics to find setup guidance, troubleshooting details, team decisions, or shared resources in the historical Discord chat. The source is fixtures/discord-export.json, and the complete navigation is in references/index.md. A client-specific trigger mechanism is not documented.

FAQ

Is this suitable for production use?
The source identifies it as a golden-build test skill and provides only 3 messages, so it is better suited to testing or demonstration than production use.
Does it require network access or MCP?
The SKILL.md references local Discord-export and reference files only; it shows no network calls or MCP requirement.
How do I install this skill by itself?
The source documents `pip install skill-seekers` for the overall collection, but gives no standalone installation procedure for this test skill.

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