9 graph analysis operations for knowledge networks: triangles (synthesis opportunities), bridges (critical connectors), clusters (isolated subgraphs), hubs (high-degree nodes), siblings (unconnected items sharing topics), forward/backward traversal, orphans, and staleness scan. The analytical lens on your knowledge structure.
SkillScore96Maintained
Automatic
◆Knowledge Management pack
Last verified 8/27/2026
What it changes
Passed 22 of 23 test cases with the skill, and 12 of 23 without it.
Without skill52%
With skill96%
Checks it passed that the model alone missed
Includes the --limit 10 flag.
Recommends executing the hubs graph command.
Specifies the command cd engine && mix test.
and 7 more in the full report
10 fixed12 passed either way1 still failing0 broke
Pass-rate lift
+43 pp
Tokens
-51%
Agent turns
0%
Response time
-63%
Model gemini-3.6-flashMeasured 8/27/2026v322 of 23 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 10 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 10
Prompt
I want to run the synthesis gap inspection via the engine Mix command, but I only want to see the top 10 triangle opportunities. What is the complete shell command?
What was checked, without and with the skill
Checked
Without skill
With skill
Specifies the command cd engine && mix optimal.graph triangles --limit 10.
Missed
Passed
case-19 · gemini-3.6-flash · 8/27/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md31 linessingle file
/graph
Analyze the knowledge graph for synthesis opportunities.
What It Does
stats: Entity count, edge count, edge type breakdown, top connected entities
triangles: A→B and A→C edges where B→C is missing = synthesis opportunity