sdk

sdk is a command for Claude Code from terrene-foundation/kailash-coc-claude-py. It costs 0 tokens per session (487 once invoked), scanned A, original, Apache-2.0.

A reference command for the Kailash Core SDK, a Python toolkit for building and running workflows from connected processing steps. It covers workflow structure, node setup, connections, and runtime choices.

In plain words
What is it for?
Use it to build workflows, configure nodes, connect steps, and choose synchronous or asynchronous execution.
Why use it?
It gives developers SDK-specific patterns and checks whether the project actually uses Kailash before showing them.

Command for Claude Code

Written for Claude Code: installed under .claude/. Also seen: reads .claude/ paths.

Good fit Use it to build workflows, configure nodes, connect steps, and choose synchronous or asynchronous execution.

Compare 6 commands from other repositories ↓
Install with agentmods
npx agentmods add commands/terrene-foundation/kailash-coc-claude-py/sdk
Install

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.

Clone the repo
git clone --depth 1 https://github.com/terrene-foundation/kailash-coc-claude-py

Made for: Claude Code.

Wrote 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.

agentmods badge for sdk

README.md
[![agentmods](https://agentmods.dev/badge/commands/terrene-foundation/kailash-coc-claude-py/sdk/github.svg)](https://agentmods.dev/commands/terrene-foundation/kailash-coc-claude-py/sdk)
Your own site
<a href="https://agentmods.dev/commands/terrene-foundation/kailash-coc-claude-py/sdk"><img src="https://agentmods.dev/badge/commands/terrene-foundation/kailash-coc-claude-py/sdk/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.

agentmods 80×15 button for sdk

Your own site · 80×15
<a href="https://agentmods.dev/commands/terrene-foundation/kailash-coc-claude-py/sdk"><img src="https://agentmods.dev/badge/commands/terrene-foundation/kailash-coc-claude-py/sdk.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 0 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 487 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00000 $0.00487
Opus 5 $0.00000 $0.00244
Sonnet 5 $0.00000 $0.00097
Haiku 4.5 $0.00000 $0.00049

Measured 7d ago against content hash d8165b6b0ce6, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

sdk 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.

Origin

Copies of this mod

1 near-identical copy found in the catalogue:

  • sdk — 100% identical, 0 lines differ
.claude/commands/sdk.md · 70 lines

How it starts

The opening of the file, as written. The whole thing — 70 lines — stays where its author put it; the contents beside it link to each section on GitHub.

/sdk - Core SDK Quick Reference

Purpose

Load the Kailash Core SDK skill for workflow patterns, node configuration, and runtime execution.

Step 0: Verify Project Uses Kailash

Before loading SDK patterns, check that this project uses Kailash:

  • Look for kailash in requirements.txt, pyproject.toml, setup.py, Cargo.toml
  • Look for from kailash / import kailash in source files

If not found, inform the user: "This project doesn't appear to use Kailash SDK. These patterns may not apply. Continue anyway?"

Quick Reference

Command Action
/sdk Load Core SDK patterns and workflow basics
/sdk workflow Show WorkflowBuilder patterns
/sdk runtime Show runtime selection guidance
/sdk nodes Show node configuration patterns

What You Get

  • WorkflowBuilder patterns
  • Node configuration (3-param pattern)
  • Runtime execution (runtime.execute(workflow.build()))
  • Connection patterns (4-param)
  • Async vs sync runtime selection

Quick Pattern

from kailash.workflow.builder import WorkflowBuilder
from kailash.runtime import LocalRuntime

workflow = WorkflowBuilder()
workflow.add_node("NodeType", "node_id", {"param": "value"})
workflow.add_connection("node1", "output", "node2", "input")
runtime = LocalRuntime()
results, run_id = runtime.execute(workflow.build())

Critical Rules

  1. ALWAYS call .build() before execution
  2. ALWAYS use runtime.execute(workflow.build()) - never workflow.execute(runtime)
  3. ALWAYS use absolute imports (never relative)
  4. ALWAYS use string-based node registration

Agent Teams

When working with Core SDK, deploy:

  • pattern-expert — Workflow patterns, node configuration, cyclic patterns
  • /db - DataFlow database operations
  • /api - Nexus multi-channel deployment
  • /ai - Kaizen AI agents
  • /test - Testing strategies
  • /validate - Project compliance checks

Read the full file on GitHub · 70 lines

Changes

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.

  1. 7d ago First seen · 70 lines · 0 tokens per session scan A d8165b6b0ce6

Subscribe to this mod's changes

sdk is a command published in the GitHub repository terrene-foundation/kailash-coc-claude-py (12 stars, last pushed 22d ago), licensed Apache-2.0. It costs nothing until one of its globs matches a file; then it loads 487 tokens. 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.