Borrowing it
Nothing to install: this file belongs to terrene-foundation/metis. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/terrene-foundation/metis/main/.claude/skills/06-cheatsheets/SKILL.mdgit clone --depth 1 https://github.com/terrene-foundation/metisWrote 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/terrene-foundation/metis/06-cheatsheets)<a href="https://agentmods.dev/skills/terrene-foundation/metis/06-cheatsheets"><img src="https://agentmods.dev/badge/skills/terrene-foundation/metis/06-cheatsheets/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/terrene-foundation/metis/06-cheatsheets"><img src="https://agentmods.dev/badge/skills/terrene-foundation/metis/06-cheatsheets.svg" alt="Reviewed on agentmods" width="80" 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 | $0.00031 | $0.01599 |
| Opus 5 | $0.00015 | $0.00800 |
| Sonnet 5 | $0.00006 | $0.00320 |
| Haiku 4.5 | $0.00003 | $0.00160 |
Grade A, and why
cheatsheets 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 12d 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.
This is a copy
89% identical to cheatsheets — 10 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 168 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Kailash Patterns - Quick Reference Cheatsheets
Comprehensive collection of quick reference guides, common patterns, and best practices for Kailash SDK development.
When to Use
Use when asking about quick tips, cheat sheet, quick reference, common mistakes, node selection, workflow patterns library, cycle patterns, production patterns, performance optimization, monitoring, security config, multi-tenancy, distributed transactions, saga pattern, custom nodes, PythonCode data science, ollama integration, directoryreader patterns, or environment variables.
Overview
This skill provides quick access to:
- Common workflow patterns and anti-patterns
- Node selection and usage guides
- Production-ready patterns
- Performance and optimization tips
- Security and enterprise patterns
- Integration cheatsheets
Quick Reference Guides
Essential Guides
- kailash-quick-tips - Essential tips for Kailash development
- common-mistakes-catalog - Common pitfalls and solutions
- node-selection-guide - Choosing the right nodes
- workflow-patterns-library - Comprehensive pattern library
- README - Cheatsheets overview
Node References
- admin-nodes-reference - Admin and management nodes
- asyncsql-advanced - AsyncSQL node patterns
- pythoncode-data-science - Data science with PythonCode
- directoryreader-patterns - File system patterns
- ollama-integration - Local LLM integration
- query-builder - Query construction patterns
- query-routing - Intelligent query routing
Cyclic Workflow Patterns
- cyclic-patterns-advanced - Advanced cyclic patterns
- cycle-aware-nodes - Cycle-aware node development
- cycle-debugging - Debugging cyclic workflows
- cycle-testing - Testing cyclic workflows
- cycle-state-persistence - State management in cycles
- cycle-scenarios - Real-world cycle scenarios
- multi-path-cycles - Multi-path cyclic patterns
What ships with it
43 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- a2a-coordination.md 2.2 KB
- admin-nodes-reference.md 2.2 KB
- asyncsql-advanced.md 5.4 KB
- common-mistakes-catalog.md 2.2 KB
- custom-node-guide.md 2.2 KB
- cycle-aware-nodes.md 7.7 KB
- cycle-debugging.md 8.6 KB
- cycle-scenarios.md 2.2 KB
- cycle-state-persistence.md 2.2 KB
- cycle-testing.md 7.8 KB
- cyclic-patterns-advanced.md 2.3 KB
- data-integration.md 2.2 KB
- developer-tools.md 2.1 KB
- directoryreader-patterns.md 2.6 KB
- distributed-transactions.md 4.0 KB
- enterprise-mcp.md 2.7 KB
- env-variables.md 2.2 KB
- integration-mastery.md 2.2 KB
- kailash-quick-tips.md 2.1 KB
- mcp-resource-subscriptions.md 2.7 KB
- monitoring-alerting.md 2.2 KB
- multi-path-cycles.md 2.2 KB
- multi-tenancy-patterns.md 2.3 KB
- node-initialization.md 4.1 KB
- node-selection-guide.md 2.1 KB
- ollama-integration.md 2.2 KB
- performance-optimization.md 2.1 KB
- production-patterns.md 2.7 KB
- production-readiness.md 2.1 KB
- pythoncode-data-science.md 2.4 KB
- query-builder.md 2.1 KB
- query-routing.md 3.2 KB
- README.md 6.4 KB
- resilience-patterns.md 2.2 KB
- saga-pattern.md 3.8 KB
- security-config.md 2.2 KB
- validation-testing.md 2.2 KB
- visualization.md 2.2 KB
- workflow-api-deployment.md 2.2 KB
- workflow-composition.md 2.2 KB
- workflow-design-process.md 2.7 KB
- workflow-export.md 2.3 KB
- workflow-patterns-library.md 2.3 KB
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.
- 12d ago First seen · 168 lines · 31 tokens per session scan A e956ef2a30da
cheatsheets is a skill published in the GitHub repository terrene-foundation/metis (2 stars, last pushed 4mo ago), licensed Apache-2.0. It adds 31 tokens to every session and 1,599 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. It is 89% identical to cheatsheets, differing in 10 lines, and is treated as a copy.
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