agent

agent is a skill for Claude Code, Codex from ibm-self-serve-assets/building-blocks. It costs 78 tokens per session (4,869 once invoked), scanned A, original, Apache-2.0.

A skill for building and connecting AI agents with IBM watsonx Orchestrate, a platform for coordinating software agents and their tools.

In plain words
What is it for?
Use it to create single or multi-agent systems, connect MCP or A2A tools, expose agents through REST APIs, and add voice input or output.
Why use it?
It guides agent development through the platform's required documentation and lifecycle steps.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to create single or multi-agent systems, connect MCP or A2A tools, expose agents through REST APIs, and add voice input or output.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/ibm-self-serve-assets/building-blocks/agent
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.

Any agent
npx skills add ibm-self-serve-assets/building-blocks --skill agent
Clone the repo
git clone --depth 1 https://github.com/ibm-self-serve-assets/building-blocks

Made for: Claude Code, Codex.

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 agent

README.md
[![agentmods](https://agentmods.dev/badge/skills/ibm-self-serve-assets/building-blocks/agent/github.svg)](https://agentmods.dev/skills/ibm-self-serve-assets/building-blocks/agent)
Your own site
<a href="https://agentmods.dev/skills/ibm-self-serve-assets/building-blocks/agent"><img src="https://agentmods.dev/badge/skills/ibm-self-serve-assets/building-blocks/agent/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 agent

Your own site · 80×15
<a href="https://agentmods.dev/skills/ibm-self-serve-assets/building-blocks/agent"><img src="https://agentmods.dev/badge/skills/ibm-self-serve-assets/building-blocks/agent.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 78 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 4,869 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. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
SkillSpector: 1 finding, up to low

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • low Privilege Escalation · line 328
    Skill requests more permissions than appear necessary for its stated functionality. Review if elevated access is justified.
    Fix: Request only the minimum permissions required. Document why each permission is needed. Remove broad permissions like '*' or 'all'.
How audits are shown
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 $0.00078 $0.04869
Opus 5 $0.00039 $0.02434
Sonnet 5 $0.00016 $0.00974
Haiku 4.5 $0.00008 $0.00487

Measured 9d ago against content hash 50e48bec0a7e, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

agent 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 9d ago.

The scan reads SKILL.md. This mod also ships 14 executable files (1-build/run-adk.sh, 2-orchestrate/resources/approval_workflow.py, 2-orchestrate/resources/customer_support_agents.py, …), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

ibm-bob/skills/agent/SKILL.md · 330 lines

How it starts

The opening of the file, as written. The whole thing — 330 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Agent Skill — Complete watsonx Orchestrate Agent Lifecycle

🛑 MANDATORY FIRST STEP (ALL DOMAINS)

Before ANY agent work — building, orchestrating, integrating, or adding voice — you MUST:

  1. Verify MCP ADK docs connection:
<use_mcp_tool>
<server_name>watsonx-orchestrate-adk-docs</server_name>
<tool_name>SearchIbmWatsonxOrchestrateAdk</tool_name>
<arguments>
{
  "query": "agent development"
}
</arguments>
</use_mcp_tool>
  1. If connection fails: Stop and fix MCP configuration in .bob/mcp.json before proceeding.

  2. Search current specifications before implementing any component:

    • Agents → "agent YAML specification"
    • Tools → "Python tool decorator"
    • Workflows → "agentic workflow @flow decorator"
    • Integration → "orchestrate runs endpoint"
    • Voice → "voice configuration YAML specification"

This requirement is UNBYPASSABLE — even when user says "keep it simple", "don't use tools", or "just create the files".


Domain Router

Detect intent and navigate to the correct domain:

User intent Domain Folder
"create agent", "build tool", "knowledge base", "deploy agent", "connections", "embedded chat" Build 1-build/
"multi-agent", "A2A", "AI Gateway", "MCP server", "agent swarm", "agent collaboration" Orchestrate 2-orchestrate/
"agentic workflow", "@flow", "flow decorator", "foreach", "parallel flow", "loop", "script node", "prompt node", "timer node", "decisions node", "docext", "docproc", "docclassifier", "userflow", "form", "callbacks", "masking", "multi-language flow" Flows 6-flows/ — start at getting-started.md
"integrate into app", "REST API", "Python client", "Node.js", "call agent from code" Integrate 3-integrate/
"voice agent", "phone channel", "STT", "TTS", "WhatsApp", "SMS", "Slack channel" Voice 4-voice/
"controls", "guardrails", "PII filter", "policy", "rate limit", "SQL sanitizer", "content safety", "secrets detector", "regex filter", "model fallback", "load balance" Controls 5-controls/ — start at getting-started.md
"evaluate", "agent evaluation", "benchmark agent", "test agent performance" Evaluations See orchestrate evaluations --help
"observability", "traces", "trace export", "monitoring" Observability See orchestrate observability --help

Read the full file on GitHub · 330 lines

Files

What ships with it

60 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 9d ago First seen · 330 lines · 78 tokens per session scan A 50e48bec0a7e

Subscribe to this mod's changes

agent is a skill published in the GitHub repository ibm-self-serve-assets/building-blocks (24 stars, last pushed today), licensed Apache-2.0. It adds 78 tokens to every session and 4,869 once invoked, about $0.0004 per session on Opus 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 2026-08-30.

Related

Other skills, from other repositories

mem0-oss-to-platform

Plan and then execute a migration of a project from the mem0 open-source / self-hosted SDK (the local Memory class) to the mem0 Platform / hosted / managed SDK (the MemoryClient class). Use this whenever a developer wants to move, switch, or migrate their mem0 usage off OSS/self-hosted to the hosted API — e.g.…

mem0ai/mem0 · 273 tokens

agui-dotnet-protobuf

Use the protobuf wire transport (instead of the default Server-Sent Events) for an AG-UI connection with the AG-UI .NET SDK — a compact binary event stream negotiated via the Accept header. USE FOR: making an AGUIChatClient prefer protobuf by wiring an AGUIEventStreamHandler with ProtobufEventStreamFormatter (then…

ag-ui-protocol/ag-ui · 162 tokens

azure-mgmt-botservice-dotnet

Azure Resource Manager SDK for Bot Service in .NET. Management plane operations for creating and managing Azure Bot resources, channels (Teams, DirectLine, Slack), and connection settings. Triggers: "Bot Service", "BotResource", "Azure Bot", "DirectLine channel", "Teams channel", "bot management .NET", "create bot".

microsoft/skills · 78 tokens

fastapi-router-py

Create FastAPI routers with CRUD operations, authentication dependencies, and proper response models. Use when building REST API endpoints, creating new routes, implementing CRUD operations, or adding authenticated endpoints in FastAPI applications.

microsoft/skills · 46 tokens

migrate-segw-to-rap

Reverse-engineer a SEGW-built OData V2 service (MPC/DPC/MPCEXT/DPCEXT) into a modern RAP V4 service — tables, CDS views (interface + projection), behavior definitions, draft entities, service definition + binding. Use when asked to "migrate this SEGW service to RAP", "convert OData V2 to V4 RAP", "modernize this…

arc-mcp/arc-1 · 106 tokens

telnyx-messaging-hosted-curl

Set up hosted SMS numbers, toll-free verification, and RCS messaging. Use when migrating numbers or enabling rich messaging features. This skill provides REST API (curl) examples.

team-telnyx/ai · 45 tokens