Intelligent pattern selection for Fabric CLI. Automatically selects the right pattern from 242+ specialized prompts based on your intent - threat modeling, analysis, summarization, content creation, extraction, and more. USE WHEN processing content, analyzing data, creating summaries, threat modeling, or transforming text.
SkillScore86Maintained
Automatic
◆AI Engineer pack
Last verified 8/21/2026
What it changes
Passed 17 of 20 test cases with the skill, and 5 of 20 without it.
Without skill27%
With skill86%
Checks it passed that the model alone missed
Uses `-p` flag with `fabric`
Uses `-p` flag for execution
Feeds `claims.txt` into `fabric`
and 25 more in the full report
15 fixed4 passed either way1 still failing2 broke
Pass-rate lift
+59 pp
Tokens
+202%
Agent turns
0%
Response time
-62%
Model gemini-3.6-flashMeasured 8/21/2026v119 of 22 cases passed with skill · 20 comparable
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 15 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 15
Prompt
I want to summarize an online technical report located at `https://example.com/sec-report.pdf`. What is the precise command to feed this web document directly into Fabric's standard summary feature?
What was checked, without and with the skill
Checked
Without skill
With skill
Uses the `-u` flag to supply the remote URL
Missed
Passed
Specifies the `summarize` pattern with `-p`
Passed
Passed
case-05 · gemini-3.6-flash · 8/21/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md390 linessingle file
Fabric Skill
Setup Check - Fabric Repository
IMPORTANT: Before using this skill, verify the Fabric repository is available:
# Check if Fabric repo exists
if [ ! -d "$HOME/.claude/skills/fabric/fabric-repo" ]; then
echo "Fabric repository not found. Cloning..."
cd "$HOME/.claude/skills/fabric"
git clone https://github.com/danielmiessler/fabric.git fabric-repo
echo "Fabric repository cloned successfully."
else
echo "Fabric repository found at $HOME/.claude/skills/fabric/fabric-repo"
fi
If the repo doesn't exist, clone it immediately before proceeding with any pattern selection.
When to Activate This Skill
Primary Use Cases:
"Create a threat model for..."
"Summarize this article/video/paper..."
"Extract wisdom/insights from..."
"Analyze this [code/malware/claims/debate]..."
"Improve my writing/code/prompt..."
"Create a [visualization/summary/report]..."
"Rate/review/judge this content..."
The Goal: Select the RIGHT pattern from 242+ available patterns based on what you're trying to accomplish.
🎯 Pattern Selection Strategy
When a user requests Fabric processing, follow this decision tree:
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