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 agentmods add skills/terrene-foundation/metis/09-workflow-patternsnpx skills add terrene-foundation/metis --skill 09-workflow-patternsgit 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/09-workflow-patterns)<a href="https://agentmods.dev/skills/terrene-foundation/metis/09-workflow-patterns"><img src="https://agentmods.dev/badge/skills/terrene-foundation/metis/09-workflow-patterns.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 | $0.00028 | $0.01161 |
| Opus 5 | $0.00014 | $0.00580 |
| Sonnet 5 | $0.00006 | $0.00232 |
| Haiku 4.5 | $0.00003 | $0.00116 |
Grade A, and why
workflow-patterns 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 5d 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 — 94 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Kailash Workflows - Industry Patterns & Templates
Production-ready workflow patterns and templates for industry-specific use cases and common application patterns.
When to Use
Use these patterns when asking about workflow examples, workflow templates, industry workflows, finance workflows, healthcare workflows, logistics workflows, manufacturing workflows, retail workflows, ETL workflows, RAG workflows, API workflows, document processing, business rules, or workflow patterns.
Industry-Specific Patterns
| Industry | File | Key Use Cases |
|---|---|---|
| Finance | workflow-industry-finance | Payment processing, fraud detection, risk assessment, compliance, trade settlement |
| Healthcare | workflow-industry-healthcare | Patient data, clinical decision support, insurance claims, HIPAA compliance |
| Logistics | workflow-industry-logistics | Order fulfillment, route optimization, shipment tracking, warehouse automation |
| Manufacturing | workflow-industry-manufacturing | Production planning, quality control, equipment monitoring, defect tracking |
| Retail | workflow-industry-retail | Order processing, inventory, pricing optimization, returns processing |
Common Use Case Patterns
| Pattern | File | Key Use Cases |
|---|---|---|
| AI Document | workflow-pattern-ai-document | Classification, entity extraction, OCR, form processing |
| API Integration | workflow-pattern-api | API orchestration, retry logic, rate limiting, error handling |
| Business Rules | workflow-pattern-business-rules | Rule evaluation, decision tables, approval workflows |
| Cyclic | workflow-pattern-cyclic | Iterative processing, feedback loops, state machines, convergence |
| Data Processing | workflow-pattern-data | Validation, enrichment, aggregation, normalization |
| ETL | workflow-pattern-etl | Extraction, transformation, loading, incremental updates |
| File Processing | workflow-pattern-file | Bulk processing, monitoring, transformation, archive management |
| Project Management | workflow-pattern-project-mgmt | Task automation, status tracking, resource allocation, approvals |
| RAG | workflow-pattern-rag | Document indexing, vector search, context retrieval, answer generation |
| Security | workflow-pattern-security | Access control, audit logging, threat detection, incident response |
What ships with it
15 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.
- workflow-industry-finance.md 1.9 KB
- workflow-industry-healthcare.md 1.9 KB
- workflow-industry-logistics.md 2.4 KB
- workflow-industry-manufacturing.md 1.9 KB
- workflow-industry-retail.md 2.3 KB
- workflow-pattern-ai-document.md 2.0 KB
- workflow-pattern-api.md 10 KB
- workflow-pattern-business-rules.md 1.7 KB
- workflow-pattern-cyclic.md 8.5 KB
- workflow-pattern-data.md 1.8 KB
- workflow-pattern-etl.md 10 KB
- workflow-pattern-file.md 6.8 KB
- workflow-pattern-project-mgmt.md 1.6 KB
- workflow-pattern-rag.md 7.2 KB
- workflow-pattern-security.md 2.4 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.
- 5d ago First seen · 94 lines · 28 tokens per session scan A 72bd09b0b6b6
workflow-patterns is a skill published in the GitHub repository terrene-foundation/metis (2 stars, last pushed 4mo ago), licensed Apache-2.0. It adds 28 tokens to every session and 1,161 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 2026-08-31.
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