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 terrene-foundation/kailash-coc-claude-py --skill 08-nodes-referencegit clone --depth 1 https://github.com/terrene-foundation/kailash-coc-claude-pyWrote 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/kailash-coc-claude-py/08-nodes-reference)<a href="https://agentmods.dev/skills/terrene-foundation/kailash-coc-claude-py/08-nodes-reference"><img src="https://agentmods.dev/badge/skills/terrene-foundation/kailash-coc-claude-py/08-nodes-reference/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/kailash-coc-claude-py/08-nodes-reference"><img src="https://agentmods.dev/badge/skills/terrene-foundation/kailash-coc-claude-py/08-nodes-reference.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 | $0.00019 | $0.00897 |
| Opus 5 | $0.00010 | $0.00449 |
| Sonnet 5 | $0.00004 | $0.00179 |
| Haiku 4.5 | $0.00002 | $0.00090 |
Grade A, and why
nodes-reference 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 8d 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 — 74 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Kailash Nodes - Complete Reference
Comprehensive reference for all 110+ workflow nodes in Kailash SDK, organized by category.
Quick Access
- nodes-quick-index - Quick node lookup index
By Category
| Category | File | Key Nodes |
|---|---|---|
| AI & ML | nodes-ai-reference | LLMNode, AnthropicNode, OpenAINode, VisionNode, AudioNode, EmbeddingNode, OllamaNode |
| API & Integration | nodes-api-reference | HTTPRequestNode, WebhookNode, GraphQLNode |
| Code Execution | nodes-code-reference | PythonCodeNode, JavaScriptNode, BashNode |
| Data Processing | nodes-data-reference | CSVReaderNode, JSONParserNode, DataValidatorNode, FilterNode, MapNode |
| Database | nodes-database-reference | SQLQueryNode, AsyncSQLNode, DatabaseReadNode (+ DataFlow auto-generated) |
| File Operations | nodes-file-reference | FileReaderNode, FileWriterNode, FileWatcherNode, ZipNode |
| Logic & Control | nodes-logic-reference | SwitchNode, IfElseNode, LoopNode, MergeNode, SplitNode, CycleNode |
| Monitoring | nodes-monitoring-reference | LoggerNode, MetricsNode, AlertNode, HealthCheckNode |
| Admin | nodes-admin-reference | ConfigNode, SecretManagerNode, SchedulerNode, CacheNode |
| Transactions | nodes-transaction-reference | TransactionBeginNode, SagaNode, TwoPhaseCommitNode |
| Transform | nodes-transform-reference | MapperNode, AggregatorNode, EnrichNode, NormalizeNode |
What ships with it
12 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.
- nodes-admin-reference.md 1.8 KB
- nodes-ai-reference.md 742 B
- nodes-api-reference.md 2.1 KB
- nodes-code-reference.md 2.2 KB
- nodes-data-reference.md 2.6 KB
- nodes-database-reference.md 4.5 KB
- nodes-file-reference.md 1.6 KB
- nodes-logic-reference.md 2.8 KB
- nodes-monitoring-reference.md 2.1 KB
- nodes-quick-index.md 12 KB
- nodes-transaction-reference.md 2.9 KB
- nodes-transform-reference.md 1.7 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.
- 8d ago First seen · 74 lines · 19 tokens per session scan A ac943404bede
nodes-reference is a skill published in the GitHub repository terrene-foundation/kailash-coc-claude-py (12 stars, last pushed 24d ago), licensed Apache-2.0. It adds 19 tokens to every session and 897 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 2026-09-03.
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