Agent skill

Port From Langgraph

by strands-agents in strands-agents/harness-sdk

Migrate a LangGraph application to Strands Agents while preserving its external entrypoint, routing, persistence, interrupts, limits, and tracing.

Apache-2.0Auto-check passedAI & LLM Engineering

Install Port From Langgraph

skills CLI
$ npx skills add strands-agents/harness-sdk --skill port-from-langgraph -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install strands-agents/harness-sdk port-from-langgraph --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/strands-agents/harness-sdk.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/strands/skills/port-from-langgraph .claude/skills/port-from-langgraph && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
port-from-langgraph
GitHub stars
8.8k
Token cost
~200 tokens
SKILL.md length
59 words
Files
1
Skills in repo
14
Repo updated
First seen
Licence
Apache-2.0

At a glance

Migrate a LangGraph application to Strands Agents while preserving its external entrypoint, routing, persistence, interrupts, limits, and tracing.

  • The user asks to port
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Plan a migration from LangGraph to Strands

What it does

Port From Langgraph is an agent skill from strands-agents/harness-sdk. Migrate a LangGraph application to Strands Agents while preserving its external entrypoint, routing, persistence, interrupts, limits, and tracing. Use when the user asks to port, rewrite, compare, or plan a migration from LangGraph to Strands.

Its SKILL.md is about 200 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in AI & LLM Engineering, covering Building AI agents. It works with LangGraph. The repository describes itself as: Build an agent harness and control it end-to-end. Open-source SDK for production AI agents in Python & TypeScript - any model, any cloud. The licence is Apache-2.0.

When your agent uses it

  • The user asks to port
  • Plan a migration from LangGraph to Strands

Example prompts

  • “/port-from-langgraph”

What it can do on your machine

Read from SKILL.md and the folder at commit 38afb96. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Port From Langgraph loads about 200 tokens when it runs. Until then it costs about 66 tokens; SKILL.md has 59 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~66
When it runs · the whole SKILL.md, loaded when a task matches
~200

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from strands-agents/harness-sdk at commit 38afb96, republished under its Apache-2.0 licence (© strands-agents). 59 words, ~200 tokens.

Download SKILL.mdSave it as .claude/skills/port-from-langgraph/SKILL.md (or your agent's skills folder).
name
port-from-langgraph
description
Migrate a LangGraph application to Strands Agents while preserving its external entrypoint, routing, persistence, interrupts, limits, and tracing. Use when the user asks to port, rewrite, compare, or plan a migration from LangGraph to Strands.

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.

© strands-agents, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in .agents/skills/strands/skills/port-from-langgraph of strands-agents/harness-sdk.

Open the folder on GitHubat commit 38afb96

Compare with similar skills

Port From Langgraph next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Port From Langgraph compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Port From Langgraph this skillstrands-agents/harness-sdk8.8k—~200Automated safety check: PassApache-2.0
Langgraph Agent Patternssoba-labs/langchain-agent-skills107—~3.6kAutomated safety check: PassMIT
AI EngineerDokhacgiakhoa/Agent-Skills-4-Vibe-Coding-CLI508—~1.1kAutomated safety check: PassCustom licence
Langgraph Error Handlingsoba-labs/langchain-agent-skills107—~1.5kAutomated safety check: PassMIT
Langgraph DocsMicrock/ordinary-claude-skills4041 repos~264Automated safety check: PassCustom licence
Langgraphkid-sid/claude-spellbook190—~3.4kAutomated safety check: PassMIT

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  • Docs Reviewer

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  • Docs Writer

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  • PR Create

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Works with

Questions about Port From Langgraph

What does Port From Langgraph do?

Migrate a LangGraph application to Strands Agents while preserving its external entrypoint, routing, persistence, interrupts, limits, and tracing. Port From Langgraph is an agent skill from strands-agents/harness-sdk. Migrate a LangGraph application to Strands Agents while preserving its external entrypoint, routing, persistence, interrupts, limits, and tracing.

When should I use Port From Langgraph?

Port From Langgraph fits situations like: the user asks to port; plan a migration from LangGraph to Strands.

How do I install Port From Langgraph in Claude Code?

Run `npx skills add strands-agents/harness-sdk --skill port-from-langgraph -a claude-code`. Or copy the skill folder (.agents/skills/strands/skills/port-from-langgraph in strands-agents/harness-sdk) into .claude/skills/port-from-langgraph in your project. Claude Code loads it when a task matches its description.

How do I install Port From Langgraph in Codex?

Run `npx skills add strands-agents/harness-sdk --skill port-from-langgraph -a codex`. Or copy the skill folder (.agents/skills/strands/skills/port-from-langgraph in strands-agents/harness-sdk) into .agents/skills/port-from-langgraph in your project. Codex loads it when a task matches its description.

Can I use Port From Langgraph in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add strands-agents/harness-sdk --skill port-from-langgraph -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/port-from-langgraph, .gemini/skills/port-from-langgraph, .github/skills/port-from-langgraph and .opencode/skills/port-from-langgraph in your project.

What does Port From Langgraph need to run?

SKILL.md names no scripts, command-line tools or credentials: Port From Langgraph is instructions for the agent only.

Does Port From Langgraph access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Port From Langgraph safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Port From Langgraph use?

Port From Langgraph is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Port From Langgraph use?

About 200 tokens (SKILL.md is roughly 800 characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Port From Langgraph?

Skills that share tags, products or a category with Port From Langgraph: Langgraph Agent Patterns (soba-labs/langchain-agent-skills, 107 stars), AI Engineer (Dokhacgiakhoa/Agent-Skills-4-Vibe-Coding-CLI, 508 stars), Langgraph Error Handling (soba-labs/langchain-agent-skills, 107 stars) and Langgraph Docs (Microck/ordinary-claude-skills, 404 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Port From Langgraph?

strands-agents (a GitHub organization) maintains it in strands-agents/harness-sdk, which has 8,751 GitHub stars. The repository holds 14 skills in this directory. The repository was last updated on October 10, 2026.

Source: strands-agents/harness-sdk on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.