Langchain
Orchestra-Research/AI-Research-SKILLs
Framework for building LLM-powered applications with agents, chains, and RAG.
Context enrichment for agentic AI application development using LangChain, Vercel AI SDK, and assistant-ui.
Install Agentic Patterns
$ npx skills add rsmdt/the-startup --skill agentic-patterns -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install rsmdt/the-startup agentic-patterns --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/rsmdt/the-startup.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/team/skills/development/agentic-patterns .claude/skills/agentic-patterns && rm -rf skills-srcUse ~/.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/
Install the "agentic-patterns" agent skill from https://github.com/rsmdt/the-startup/tree/main/plugins/team/skills/development/agentic-patterns into .claude/skills/agentic-patterns/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agentic-patterns", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/rsmdt/the-startup/tree/main/plugins/team/skills/development/agentic-patternsType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add rsmdt/the-startup --skill agentic-patterns -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install rsmdt/the-startup agentic-patterns --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/rsmdt/the-startup.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/team/skills/development/agentic-patterns .agents/skills/agentic-patterns && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "agentic-patterns" agent skill from https://github.com/rsmdt/the-startup/tree/main/plugins/team/skills/development/agentic-patterns into .agents/skills/agentic-patterns/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agentic-patterns", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add rsmdt/the-startup --skill agentic-patterns -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install rsmdt/the-startup agentic-patterns --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/rsmdt/the-startup.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/team/skills/development/agentic-patterns .cursor/skills/agentic-patterns && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "agentic-patterns" agent skill from https://github.com/rsmdt/the-startup/tree/main/plugins/team/skills/development/agentic-patterns into .cursor/skills/agentic-patterns/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agentic-patterns", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/rsmdt/the-startup.git --path plugins/team/skills/development/agentic-patterns--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add rsmdt/the-startup --skill agentic-patterns -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install rsmdt/the-startup agentic-patterns --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/rsmdt/the-startup.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/team/skills/development/agentic-patterns .gemini/skills/agentic-patterns && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "agentic-patterns" agent skill from https://github.com/rsmdt/the-startup/tree/main/plugins/team/skills/development/agentic-patterns into .gemini/skills/agentic-patterns/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agentic-patterns", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install rsmdt/the-startup agentic-patternsInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add rsmdt/the-startup --skill agentic-patterns -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/rsmdt/the-startup.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/team/skills/development/agentic-patterns .github/skills/agentic-patterns && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "agentic-patterns" agent skill from https://github.com/rsmdt/the-startup/tree/main/plugins/team/skills/development/agentic-patterns into .github/skills/agentic-patterns/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agentic-patterns", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add rsmdt/the-startup --skill agentic-patterns -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install rsmdt/the-startup agentic-patterns --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/rsmdt/the-startup.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/team/skills/development/agentic-patterns .opencode/skills/agentic-patterns && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "agentic-patterns" agent skill from https://github.com/rsmdt/the-startup/tree/main/plugins/team/skills/development/agentic-patterns into .opencode/skills/agentic-patterns/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agentic-patterns", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
agentic-patterns- GitHub stars
- 536
- Token cost
- ~501 tokens
- SKILL.md length
- 180 words
- Files
- 1
- Skills in repo
- 27
- Repo updated
- First seen
- Licence
- MIT
At a glance
Context enrichment for agentic AI application development using LangChain, Vercel AI SDK, and assistant-ui.
- Works in 3 steps: Detect Framework Need → Synthesize Context → Deliver Enriched Context
- Building AI agents
- SKILL.md covers Persona, Interface, Constraints and References, plus 1 more section
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Agentic Patterns is an agent skill from rsmdt/the-startup. Context enrichment for agentic AI application development using LangChain, Vercel AI SDK, and assistant-ui. Use when building AI agents, chat interfaces, tool-calling pipelines, RAG systems, or multi-step AI workflows.
Its SKILL.md is about 500 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, Structured output and tool calling and Retrieval-augmented generation. It works with Vercel AI SDK and LangChain. The repository describes itself as: The Agentic Startup - A collection of Claude Code commands, skills, and agents. The licence is MIT.
When your agent uses it
- Building AI agents
- Chat interfaces
- Tool-calling pipelines
- Multi-step AI workflows
Example prompts
- “/agentic-patterns”
Workflow steps
3 steps, taken from the step headings in SKILL.md.
What it can do on your machine
Read from SKILL.md and the folder at commit 88d447c. 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
Links to these hosts (documentation or services it may open):
docs.langchain.comai-sdk.devassistant-ui.com
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
Agentic Patterns loads about 501 tokens when it runs. Until then it costs about 59 tokens; SKILL.md has 180 words of instructions outside code blocks.
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 rsmdt/the-startup at commit 88d447c, republished under its MIT licence (© rsmdt). 180 words, ~501 tokens.
Download SKILL.mdSave it as
.claude/skills/agentic-patterns/SKILL.md (or your agent's skills folder).- name
- agentic-patterns
- description
- Context enrichment for agentic AI application development using LangChain, Vercel AI SDK, and assistant-ui. Use when building AI agents, chat interfaces, tool-calling pipelines, RAG systems, or multi-step AI workflows.
Persona
Act as an agentic AI development specialist who enriches implementation context with current framework documentation and proven integration patterns.
Development Target: $ARGUMENTS
Interface
AgenticContext { frameworks: string[] pattern: AGENT | CHAT_UI | RAG | TOOL_CALLING | MULTI_STEP | EVALUATION }
State { target = $ARGUMENTS detectedFrameworks = [] }
Constraints
Always:
- Detect which frameworks are relevant before fetching documentation.
- Only fetch sources relevant to the development target.
- Note breaking changes or version-specific behavior when found in docs.
Never:
- Assume API signatures without consulting current documentation.
- Recommend framework features without verifying they exist in current docs.
References
- LangChain — Agent orchestration, LangGraph workflows, chains, evaluations, LangSmith observability
- Vercel AI SDK — Streaming AI UI, tool calling, RAG, multi-modal, React hooks, server actions
- assistant-ui — React chat UI components, runtime integrations, thread management, attachments
Workflow
1. Detect Framework Need
Identify which frameworks are relevant from the development target. Fetch the corresponding reference documentation.
2. Synthesize Context
Combine fetched documentation into actionable guidance:
- Framework capabilities that match the target pattern.
- Cross-framework integration patterns (e.g., AI SDK + assistant-ui runtime).
- Recommended patterns and anti-patterns from current docs.
3. Deliver Enriched Context
Provide framework-specific guidance integrated with the development target.
© rsmdt, MIT. 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 plugins/team/skills/development/agentic-patterns of rsmdt/the-startup.
Open the folder on GitHubat commit 88d447c
Compare with similar skills
Agentic Patterns 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Agentic Patterns this skillrsmdt/the-startup | 536 | — | ~501 | Automated safety check: Pass | MIT | |
| LangchainOrchestra-Research/AI-Research-SKILLs | 13k | 2 repos | ~3.2k | Automated safety check: Pass | MIT | |
| n8n AI Agent Designczlonkowski/n8n-skills | 6.4k | — | ~6.8k | Automated safety check: Pass | MIT | |
| Routerbase API Integrationaiskillstore/marketplace | 430 | — | ~964 | Automated safety check: Pass | None | |
| Langchain Experttheneoai/awesome-skills | 183 | — | ~3.7k | Automated safety check: Pass | MIT | |
| AI SDKvercel-labs/ai-facts | 168 | 21 repos | ~1.2k | Automated safety check: Pass | None |
Similar skills
n8n AI Agent Design
czlonkowski/n8n-skills
Guide to designing n8n AI agents: choosing between Agent, chain, classifier and extractor nodes, wiring model, memory, tools and parser, plus RAG and human review.
Routerbase API Integration
aiskillstore/marketplace
Integrate applications with RouterBase, the OpenAI-compatible model gateway at https://routerbase.com/v1.
Langchain Expert
theneoai/awesome-skills
LangChain expert: LCEL (LangChain Expression Language), chains, agents, RAG pipelines, tool calling, memory, callbacks, output parsers, retrieval strategies.
- Official
AI SDK
vercel-labs/ai-facts
Answer questions about the AI SDK and help build AI-powered features.
Failproof AI SDK Integration
FailproofAI/failproofai
Helps instrument a custom Python or TypeScript agent to record events for Failproof AI, verify what gets written, and run an evaluator worker that scores the runs.
More from rsmdt/the-startup
All 27 skills in this repoAnalyze
rsmdt/the-startup
Deep-dive codebase analysis that explains how things actually work — business rules, architecture patterns, auth flows, data models, integrations, and performance hotspots.
Implement
rsmdt/the-startup
Implementation entry point. An agent skill from rsmdt/the-startup.
Implement Factory
rsmdt/the-startup
Factory loop orchestrator for multi-feature or multi-component implementation manifests.
API Contract Design
rsmdt/the-startup
REST and GraphQL API design patterns, OpenAPI/Swagger specifications, versioning strategies, and authentication patterns.
Architecture Selection
rsmdt/the-startup
System architecture patterns including monolith, microservices, event-driven, and serverless, with C4 modeling, scalability strategies, and technology selection criteria.
Brainstorm
rsmdt/the-startup
You MUST use this before any creative work — creating features, building components, adding functionality, or modifying behavior.
Related
Works with
Categories
Questions about Agentic Patterns
What does Agentic Patterns do?
Context enrichment for agentic AI application development using LangChain, Vercel AI SDK, and assistant-ui. Agentic Patterns is an agent skill from rsmdt/the-startup. Context enrichment for agentic AI application development using LangChain, Vercel AI SDK, and assistant-ui.
When should I use Agentic Patterns?
Agentic Patterns fits situations like: building AI agents; chat interfaces; tool-calling pipelines; multi-step AI workflows.
How do I install Agentic Patterns in Claude Code?
Run `npx skills add rsmdt/the-startup --skill agentic-patterns -a claude-code`. Or copy the skill folder (plugins/team/skills/development/agentic-patterns in rsmdt/the-startup) into .claude/skills/agentic-patterns in your project. Claude Code loads it when a task matches its description.
How do I install Agentic Patterns in Codex?
Run `npx skills add rsmdt/the-startup --skill agentic-patterns -a codex`. Or copy the skill folder (plugins/team/skills/development/agentic-patterns in rsmdt/the-startup) into .agents/skills/agentic-patterns in your project. Codex loads it when a task matches its description.
Can I use Agentic Patterns 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 rsmdt/the-startup --skill agentic-patterns -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/agentic-patterns, .gemini/skills/agentic-patterns, .github/skills/agentic-patterns and .opencode/skills/agentic-patterns in your project.
What does Agentic Patterns need to run?
SKILL.md names no scripts, command-line tools or credentials: Agentic Patterns is instructions for the agent only.
Does Agentic Patterns access the network?
SKILL.md names 3 domains. As links in the text: docs.langchain.com, ai-sdk.dev and assistant-ui.com. This is read from the text; nothing was executed.
Is Agentic Patterns 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 Agentic Patterns use?
Agentic Patterns is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Agentic Patterns use?
About 501 tokens (SKILL.md is roughly 2k 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 Agentic Patterns?
Skills that share tags, products or a category with Agentic Patterns: Langchain (Orchestra-Research/AI-Research-SKILLs, 13k stars), n8n AI Agent Design (czlonkowski/n8n-skills, 6.4k stars), Routerbase API Integration (aiskillstore/marketplace, 430 stars) and Langchain Expert (theneoai/awesome-skills, 183 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Agentic Patterns?
rsmdt (a GitHub user) maintains it in rsmdt/the-startup, which has 536 GitHub stars. The repository holds 27 skills in this directory. The repository was last updated on August 3, 2026.
Source: rsmdt/the-startup on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.