Strands Agents is an open-source SDK for building and running AI agents in Python and TypeScript. Developers use it to create agents with model providers, tools, lifecycle controls, memory, sessions, streaming, tracing, and evaluations, and the catalogue includes add-ons for its agent-building workflow.
Borrowing it
Nothing to install: this file belongs to strands-agents/harness-sdk. 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/strands-agents/harness-sdk/main/.agents/skills/strands/skills/port-from-langgraph/SKILL.mdgit clone --depth 1 https://github.com/strands-agents/harness-sdkWrote 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/strands-agents/harness-sdk/port-from-langgraph)<a href="https://agentmods.dev/skills/strands-agents/harness-sdk/port-from-langgraph"><img src="https://agentmods.dev/badge/skills/strands-agents/harness-sdk/port-from-langgraph/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/strands-agents/harness-sdk/port-from-langgraph"><img src="https://agentmods.dev/badge/skills/strands-agents/harness-sdk/port-from-langgraph.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 | $0.00056 | $0.00162 |
| Opus 5.5 | $0.00022 | $0.00065 |
| Sonnet 5.5 | $0.00011 | $0.00032 |
| Haiku 4.5 | $0.00006 | $0.00016 |
Grade A, and why
port-from-langgraph 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 today.
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.
What it actually says
Port a LangGraph application to Strands
Read the shared Strands skill and the LangGraph migration guide completely.
Inspect the existing graph before editing. Map model-calling nodes to agents, keep deterministic nodes deterministic, preserve caller-visible interfaces and IDs, and verify routing, resumption, interrupts, limits, and traces with representative cases. Call out any graph-join semantic difference that requires a design choice.
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.
- today First seen · 11 lines · 56 tokens per session scan A a251ce52a951
port-from-langgraph is a skill published in the GitHub repository strands-agents/harness-sdk (8,607 stars, last pushed today), licensed Apache-2.0. It adds 56 tokens to every session and 162 once invoked, about $0.0002 per session on Opus 5.5. 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 2026-10-02.
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