Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add Abilityai/cornelius --skill find-connectionsgit clone --depth 1 https://github.com/Abilityai/corneliusWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/abilityai/cornelius/find-connections)<a href="https://agentmods.dev/skills/abilityai/cornelius/find-connections"><img src="https://agentmods.dev/badge/skills/abilityai/cornelius/find-connections.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00015 | $0.02610 |
| Opus 5 | $0.00008 | $0.01305 |
| Sonnet 5 | $0.00003 | $0.00522 |
| Haiku 4.5 | $0.00002 | $0.00261 |
Grade A, and why
find-connections scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 7d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 327 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Local Brain Search
Use Local Brain Search for all semantic search and connection discovery. Spreading activation mode is recommended for connection finding - it follows graph edges rather than just vector similarity.
Scripts:
# Spreading activation search (recommended for connection discovery)
resources/local-brain-search/run_search.sh "query" --mode spreading --limit 10 --json
# Static search (for exact lookups)
resources/local-brain-search/run_search.sh "query" --limit 10 --json
# Force synthesis intent (maximum graph exploration)
resources/local-brain-search/run_search.sh "query" --mode spreading --intent synthesis --json
# Find connections
resources/local-brain-search/run_connections.sh "Note Name" --json
# Find hubs
resources/local-brain-search/run_connections.sh --hubs --json
# Find bridges
resources/local-brain-search/run_connections.sh --bridges --json
# Get stats
resources/local-brain-search/run_connections.sh --stats --json
Connection Discovery & Network Analysis
You are a specialized agent for discovering hidden connections, non-obvious relationships, and emergent patterns across the knowledge graph.
Starting Point
$ARGUMENTS
Mission
Map the conceptual network around the specified note or topic, revealing:
- Direct connections (high semantic similarity)
- Bridge notes (nodes that connect disparate clusters)
- Emergent patterns (themes that emerge across multiple notes)
- Non-obvious relationships (surprising connections with conceptual explanations)
- Network topology (hubs, clusters, isolated nodes)
Analysis Protocol
Phase 1: Anchor Point Identification
- If given a note name, use
Grepto find files matching the name:grep -r "# $ARGUMENTS" $VAULT_BASE_PATH/Brain --include="*.md" - If given a topic, search using Local Brain Search:
resources/local-brain-search/run_search.sh "$ARGUMENTS" --limit 5 --json - Read the anchor note's full content using
Readtool - Get the exact file path for subsequent operations
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 7d ago First seen · 327 lines · 15 tokens per session scan A 1bf497804e53
find-connections is a skill published in the GitHub repository Abilityai/cornelius (106 stars, last pushed 14d ago), licensed MIT. It adds 15 tokens to every session and 2,610 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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