Cognitive PatternCAUTION
🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, federation, vector RAG integration, and native Claude Code / Codex / Hermes and many more Integrated
Overview
🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, federation, vector RAG integration, and native Claude Code / Codex / Hermes and many more Integrated
ef7d4f0535e5OBSERVED · 2026-09-25What it tells the agent
The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.
--- name: cognitive-pattern description: Define and manage cognitive patterns for agent reasoning and decision-making argument-hint: "<pattern-name>" allowed-tools: mcp__plugin_ruflo-core_ruflo__daa_cognitive_pattern mcp__plugin_ruflo-core_ruflo__daa_workflow_create mcp__plugin_ruflo-core_ruflo__daa_workflow_execute mcp__plugin_ruflo-core_ruflo__daa_knowledge_share mcp__plugin_ruflo-core_ruflo__daa_learning_status Bash --- # Cognitive Pattern Define cognitive patterns that guide agent reasoning and decision-making. ## When to use When you want to codify reasoning strategies, decision trees, or problem-solving approaches that agents can use and improve over time. ## Steps 1. **Define pattern** — call `mcp__plugin_ruflo-core_ruflo__daa_cognitive_pattern` with the pattern structure and triggers 2. **Create workflow** — call `mcp__plugin_ruflo-core_ruflo__daa_workflow_create` to embed the pattern in an executable workflow 3. **Execute** — call `mcp__plugin_ruflo-core_ruflo__daa_workflow_execute` to run the cognitive workflow 4. **Evaluate** — call `mcp__plugin_ruflo-core_ruflo__daa_learning_status` to see how the pattern performs 5. **Share** — call `mcp__plugin_ruflo-core_ruflo__daa_knowledge_share` to propagate successful patterns ## Pattern types - **Decision trees** — structured if/then reasoning - **Chain of thought** — step-by-step problem decomposition - **Analogy mapping** — solve new problems by referencing similar solved ones - **Consensus patterns** — multi-perspective evaluation before deciding
Trust audit
CAUTIONgrade B · trust 89/100 Install with care. The audit found things worth knowing before you trust its output.
| Layer | What it checks | Result |
|---|---|---|
| L0 | Provenance & inventory | WARN |
| L1 | Static analysis of the code | NA |
| L2 | Instruction surface (what it tells the agent) | PASS |
| L3 | Class-specific surface | PASS |
| L4 | Behavioural (sandbox) | SKIPPED |
What the source does
- Filesystem
- none-observed
- Network
- none-observed
- Shell
- none-observed
- Dependencies
- pinned
- Secrets in source
- none-found
Findings (4)
crates
plugin/agents
plugin/commands
plugin/skills
Gates applied: no_behavioural_pass.
ef7d4f0535e5full audit observations/trust-audit/skill/ruvnet__cognitive-pattern.json · Report an issue / request a re-scanAudit history
Every audit this skill has had.
| Date | Source | Verdict | Grade | Score | Change |
|---|---|---|---|---|---|
| 2026-09-25 | ef7d4f0535e5 | CAUTION | B | 89 | first audit |
Questions
What does the Cognitive Pattern skill do?
🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, federation, vector RAG integration, and native Claude Code / Codex / Hermes and many more Integrated
Is Cognitive Pattern safe to install?
With care. The audit graded it B (89/100) and found 4 things worth knowing before you trust this skill, listed below with the exact line each was found on.
What can Cognitive Pattern access on my machine?
The audit observed no filesystem, network or shell use at all in its source.
How current is this page?
The grade is for one exact copy of the source (ef7d4f0535e5), read on 2026-09-25. The repository is watched, and a new audit runs when it changes — this is the first audit.