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GoldenChatTopics Discord Chat Skill — measured AI agent skill | DecimalAI

yusufkaraaslan/golden-chat-topics

SkillScore95Maintained

Use when testing the golden_chat_topics golden build

by yusufkaraaslan

Links this skill to your agents and keeps it current with the author’s updates.

Automatic

Knowledge Management pack

decimalai skills pull yusufkaraaslan-golden-chat-topics

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/yusufkaraaslan-golden-chat-topics/SKILL.md

Raw file: /s/yusufkaraaslan-golden-chat-topics/SKILL.md ↗ · machine-readable summary at /s/yusufkaraaslan-golden-chat-topics.json ↗

In productionGlobal

how this skill behaves on real traffic · last 30 days

No production data for this skill yet — usage numbers appear here once agents start running it.

Anonymized aggregate across every org using this skill — proof from real production use, not a demo.

Does this skill help? · Benchmark: with vs. withoutsign in to run this on your agents

22 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 2h ago

Yes — +77% lift · at higher cost+35% tokens0% turns95% of whole cases pass with skill (21/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-01	✗→✓	▲ Improved	468%	0%
case-03	✗→✓	▲ Improved	420%	0%
case-04	✗→✓	▲ Improved	-40%	0%
case-05	✗→✓	▲ Improved	61%	0%
case-06	✗→✓	▲ Improved	122%	0%

Showing 5 of 22 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

yusufkaraaslan / skill_seekers

tests/golden/phase2/chat_topics/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1Bundled 4 files

Skill contents

references/

SKILL.md

Golden_Chat_Topics Discord Chat Skill

Use when testing the golden_chat_topics golden build

📋 Discord Chat Information

Platform: Discord

Source: fixtures/discord-export.json

Total Messages: 3

Unique Users: 2

Channels: #help

💡 When to Use This Skill

Use this skill when you need to:

Find solutions discussed in golden_chat_topics chat history
Reference code snippets shared by team members
Understand team decisions and architectural discussions
Look up troubleshooting steps from past conversations
Find shared links and resources from the team

📖 Content Overview

Total Sections: 3

Content Breakdown:

Setup: 1 sections
Troubleshooting: 1 sections
General Discussion: 1 sections

🔑 Key Discussion Topics

Topics frequently discussed in chat

Troubleshooting: 1 conversations
Setup: 1 conversations

📊 Chat Statistics

Total Messages: 3
Total Threads: 0
Code Snippets: 0
Shared Links: 0
Unique Users: 2
Channels: 1

Channel Activity:

#help: 3 messages, 2 users

🗺️ Navigation

Reference Files:

references/setup_s2-s2.md - Setup
references/troubleshooting_s1-s1.md - Troubleshooting
references/general_s3-s3.md - General Discussion

See references/index.md for complete chat structure.

Generated by Skill Seeker | Discord Chat Scraper

Want to see if yusufkaraaslan/golden-chat-topics would activate on your phrasing? Try it before you install — no LLM call, no signup.

Other measured skills in the registry, with their headline benchmark lift.