langchain-react-agent SKILL.md skillA
langchain-react-agent from a5c-ai/babysitter is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add a5c-ai/babysitter/langchain-react-agent@git:20260601.da7723aPins git:20260601.da7723a in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- a5c-ai/babysitter
- Path
library/specializations/ai-agents-conversational/skills/langchain-react-agent/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260601.da7723a, committed Jun 1, 2026
- First version recorded
- Mar 25, 2026
- Size
- 1,658 bytes
- Repository stars
- 1,896
- License
- MIT
LangChain ReAct agent implementation with tool binding for reasoning and action loops.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# LangChain ReAct Agent Skill ## Capabilities - Implement ReAct (Reasoning + Acting) agent patterns using LangChain - Configure tool binding and function calling for agents - Design thought-action-observation loops - Integrate with various LLM providers (OpenAI, Anthropic, etc.) - Handle agent memory and state persistence - Implement error handling and retry logic for agent actions ## Target Processes - react-agent-implementation - function-calling-agent ## Implementation Details ### Core Components 1. **Agent Executor Setup**: Configure LangChain AgentExecutor with appropriate settings 2. **Tool Integration**: Bind tools with proper schemas and descriptions 3. **Prompt Engineering**: Design system prompts for ReAct reasoning patterns 4. **Output Parsing**: Parse agent outputs and handle structured responses ### Configuration Options - LLM model selection and parameters - Tool definitions and schemas - Memory type (buffer, summary, vector) - Max iterations and timeout settings - Verbose/debug mode configuration ### Dependencies - langchain - langchain-openai / langchain-anthropic - Python 3.9+
Read the whole file at its exact version.
How to install
mdr add a5c-ai/babysitter/langchain-react-agent@sha256:9f47cfff9bce6f0fThe line at the top of this page pins the label git:20260601.da7723a, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_3n5s25jpvfvopu7f)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Mar 25, 2026 and Jun 1, 2026, about one every 17 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260601.da7723a latest | 2026-06-01 | da7723a | 1,658 B | A | view · diff |
| git:20260507.44b06c0 | 2026-05-07 | 44b06c0 | 1,716 B | A | view · diff |
| git:20260507.50823d8 | 2026-05-07 | 50823d8 | 1,709 B | A | view · diff |
| git:20260507.313363d | 2026-05-07 | 313363d | 1,430 B | A | view · diff |
| git:20260325.a6b3a88 | 2026-03-25 | a6b3a88 | 1,328 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (1658 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
a5c-ai/babysitter · 1,896 stars · license MIT · pushed 2026-11-01 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_3n5s25jpvfvopu7f GET https://markdownregistry.com/api/v1/resolve?ref=a5c-ai/babysitter/langchain-react-agent GET https://markdownregistry.com/api/v1/blob/9f47cfff9bce6f0f6b9aa7b0038c6ee4eee51a9029ab01040db477744c1310c3
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.