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Claude Agent SDK Subagent Orchestration Capability Pack Skill

Expert Claude Agent SDK subagent orchestration capability pack for designing, reviewing, and rolling out Agent SDK subagent orchestration with source-backed checklists, production rules, and privacy-safe output contracts.

by kiannidev·added 2026-06-14·
Claude CodeCodexWindsurfGeminiCursorCLI
HarnessClaude CodeCodexWindsurfGeminiCursorCLI
Level:expertType:capability-packVerified:validated
Review first — review before installing

Open the source and read safety notes before installing.

Safety notes

  • This skill plans Agent SDK subagent orchestration; it must not execute destructive changes without explicit approval.
  • Browser, computer-use, and remote surfaces can access sensitive UI state; scope tests carefully.
  • MCP and SDK integrations may exfiltrate data if tool scopes are too broad.
  • The public `anthropics/claude-code` repository ships documentation links to code.claude.com for settings, security, and integration surfaces.
  • Scheduled or autonomous workflows compound risk; cap blast radius in staging first.

Privacy notes

  • Reviews may expose integration tokens, customer metadata, and internal URLs related to Agent SDK subagent orchestration.
  • Telemetry and analytics configs can include account emails; redact before sharing externally.
  • Keep troubleshooting logs in internal channels unless explicitly sanitized.
  • Third-party vendors remain outside Anthropic retention policies; document separately.

Prerequisites

  • Access to Claude Code or Agent SDK environment where Agent SDK subagent orchestration will run.
  • Ability to read project, user, and managed settings relevant to the workflow.
  • Staging repository or sandbox account for safe validation.
  • Platform or security stakeholder available for policy-bound rollouts.

Schema details

Install type
package
Reading time
9 min
Difficulty score
82
Troubleshooting
Yes
Breaking changes
Yes
Source repository stats
Scope
Source repo
Package metadata
Skill and platform metadata
Skill type
capability-pack
Skill level
expert
Verification
validated
Verified at
2026-06-14
Retrieval sources
https://code.claude.com/docs/en/agent-sdk/subagentshttps://code.claude.com/docs/en/sub-agentshttps://code.claude.com/docs/en/agent-sdk/overviewhttps://code.claude.com/docs/en/workflowshttps://github.com/anthropics/claude-codehttps://developers.google.com/search/docs/fundamentals/creating-helpful-content
Tested platforms
ClaudeClaude CodeCodexCursorWindsurfGeneric AGENTS
PlatformSupportInstall path
claude-codeNative.claude/skills/<skill-name>/SKILL.md
codexNative.agents/skills/<skill-name>/SKILL.md
windsurfNative.windsurf/skills/<skill-name>/SKILL.md
geminiNative.gemini/skills/<skill-name>/SKILL.md or .agents/skills/<skill-name>/SKILL.md
cursorAdapter.cursor/rules/<skill-name>.mdc
cliManualAGENTS.md or tool-specific context file
Full copyable content
# Trigger
"Apply the Claude Agent SDK subagent orchestration capability pack for this environment."

# Required output
1) Agent SDK subagent orchestration scope and current configuration summary
2) Risk and policy findings with severity
3) Review matrix actions and owners
4) Staging verification and rollback plan
5) Privacy-safe rollout notes for stakeholders

About this resource

Knowledge Freshness

This capability pack is grounded in Claude Code agent-sdk/subagents, sub-agents, overview, and workflows documentation verified on 2026-06-14. Product behavior and integration defaults can change with releases; prefer live official docs and changelog notes over cached assumptions.

Retrieval Sources

Source Verification Notes

Verified against official Claude Code documentation, README, CHANGELOG, and plugins README on 2026-06-14:

  • Official docs for Agent SDK subagent orchestration are published on code.claude.com with settings and security cross-links.
  • README describes Claude Code as an agentic coding tool in your terminal that understands your codebase and handles git workflows alongside routine development tasks.
  • Plugins README documents official Claude Code plugins bundling skills, hooks, and MCP servers for repeatable team workflows.
  • Agent Skills documentation describes progressive disclosure so capability packs can load instructions without bloating every session context window.
  • CHANGELOG 2.1.176 fixed Linux sandbox startup when .claude/settings.json is a symlink with an absolute target and corrected /cd and worktree moves reporting stale git branches.

Scope Note

This is not vendor professional services. Use it as a reusable review workflow for Agent SDK subagent orchestration on Claude Code and related Agent SDK surfaces.

Core Workflow

  1. Confirm prerequisites, account plan, and Claude Code or SDK version for Agent SDK subagent orchestration.
  2. Inventory configuration files, integrations, and managed policy layers.
  3. Map data flows, credentials, and logging for the workflow.
  4. Compare official defaults with team overrides and document drift.
  5. Run a staged validation with realistic tasks and capture failures.
  6. Review security, privacy, and compliance constraints with stakeholders.
  7. Define production rules and escalation paths for autonomous runs.
  8. Produce review matrix outcomes with explicit owners and dates.
  9. Deliver privacy-safe summary suitable for platform or security review.

Capability Scope

  • Agent SDK subagent orchestration scope definition.
  • Configuration and policy review.
  • Security and privacy boundary checks.
  • Staging validation checklist.
  • Rollout and rollback planning.
  • Privacy-safe stakeholder summary.

Compatibility

Native

  • Claude Code / Claude: use as an Agent Skill when preparing Agent SDK subagent orchestration workflows, rollout checklists, or team enablement docs.

Manual Adaptation

  • Codex, Cursor, Windsurf, and Generic AGENTS workflows: use the workflow as a deterministic checklist for Agent SDK subagent orchestration evaluations on Claude Code projects.

Required Inputs

  • Target repository or organization context and Claude Code version or channel.
  • Current configuration files, integration endpoints, and policy constraints.
  • Stakeholders for security, platform, or compliance review when applicable.
  • Known dependencies, secrets handling rules, and rollback expectations.

Production Rules

  • Do not paste secrets, tokens, or customer PII into public skill outputs.
  • Treat managed and enterprise policy as authoritative over local overrides.
  • Require human approval before destructive automation in production repos.
  • Keep third-party MCP and observability stacks in separate risk reviews.
  • Redact internal hostnames, account IDs, and contract details in public summaries.
  • Prefer official documentation and changelog notes over forum assumptions.
  • Document rollback steps before enabling autonomous or scheduled workflows.

Review Matrix

Topic Signal Action
Defaults vs overrides Config drift Align to managed policy
Secrets handling Env and tokens Use least-privilege scopes
Autonomous runs Hooks and agents Add approval gates
Logging Telemetry volume Sample and redact fields
Integrations Third-party MCP Vendor-specific review
Rollout Staging proof Gate production enablement

Output Contract

  1. Scope and configuration summary.
  2. Findings with severity and owners.
  3. Review matrix with actions.
  4. Verification and rollback plan.
  5. Stakeholder-ready privacy-safe summary.
  6. Follow-up tasks for integrations and policy.

Troubleshooting

Issue: Official docs disagree with local behavior Fix: Check Claude Code version and changelog; reproduce on a clean staging project.

Issue: Managed policy blocks intended workflow Fix: Escalate policy change or redesign workflow to approved surfaces.

Issue: Integration auth fails intermittently Fix: Refresh OAuth tokens, clock skew, and redirect URLs per MCP or SDK docs.

Issue: Autonomous run caused unexpected edits Fix: Narrow tool allowlists, add hooks, and require human approval for writes.

Duplicate Check

Checked content/skills, content/guides, generated catalog text, and open pull requests for Claude Agent SDK subagent orchestration, Agent SDK subagent orchestration, and Claude Code capability pack workflows. Official docs describe the feature directly, but no skills entry provides a reusable capability pack with review matrix and output contract for this workflow.

Editorial Disclosure

Submitted as an independent source-backed HeyClaude content entry by kiannidev. It is based on public Claude Code documentation, the public Anthropic claude-code repository, and Google Search Central helpful-content guidance. No paid placement, referral link, affiliate link, or vendor sponsorship is used.

#agent-sdk#subagents#orchestration#claude-code#capability-pack

Source citations

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How it compares

Claude Agent SDK Subagent Orchestration Capability Pack Skill side by side with 3 alternatives on trust, install, platform support, and disclosed safety notes — all from reviewed registry metadata.

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Expert subagent MCP scoping review capability pack for auditing which MCP servers and tools subagents inherit, restricting high-risk tools in delegated tasks, and preventing unintended production changes from background agents.

Open dossier
Trust
Install riskReview firstReview firstReview firstReview first
Notes Safety ✓ Privacy ✓ Safety ✓ Privacy ✓ Safety ✓ Privacy ✓ Safety ✓ Privacy ✓
Categoryskillsskillsskillsskills
Sourcesource-backedsource-backedsource-backedsource-backed
Authorkiannidevkiannidevkiannidevkiannidev
Added2026-06-142026-06-142026-06-142026-06-14
Platforms
Claude CodeCodexWindsurfGeminiCursorCLI
Claude CodeCodexWindsurfGeminiCursorCLI
Claude CodeCodexWindsurfGeminiCursorCLI
Claude CodeCodexWindsurfGeminiCursorCLI
Source repo————
Safety notes✓This skill plans Agent SDK subagent orchestration; it must not execute destructive changes without explicit approval. Browser, computer-use, and remote surfaces can access sensitive UI state; scope tests carefully. MCP and SDK integrations may exfiltrate data if tool scopes are too broad. The public `anthropics/claude-code` repository ships documentation links to code.claude.com for settings, security, and integration surfaces. Scheduled or autonomous workflows compound risk; cap blast radius in staging first.✓This skill plans Agent SDK MCP integration; it must not execute destructive changes without explicit approval. Browser, computer-use, and remote surfaces can access sensitive UI state; scope tests carefully. MCP and SDK integrations may exfiltrate data if tool scopes are too broad. The public `anthropics/claude-code` repository ships documentation links to code.claude.com for settings, security, and integration surfaces. Scheduled or autonomous workflows compound risk; cap blast radius in staging first.✓This skill plans Agent SDK session storage; it must not execute destructive changes without explicit approval. Browser, computer-use, and remote surfaces can access sensitive UI state; scope tests carefully. MCP and SDK integrations may exfiltrate data if tool scopes are too broad. The public `anthropics/claude-code` repository ships documentation links to code.claude.com for settings, security, and integration surfaces. Scheduled or autonomous workflows compound risk; cap blast radius in staging first.✓Subagents operate in isolated context windows but may inherit MCP access from the parent configuration unless explicitly restricted. Background subagents can invoke write or execute MCP tools without the same interactive oversight as foreground work. Delegating production-impacting tasks to subagents does not reduce accountability for resulting changes. Removing MCP servers from the parent session before delegation is safer than assuming subagents ignore high-risk tools. This skill recommends scope reductions; it must not spawn subagents with broader MCP access than the reviewed plan allows.
Privacy notes✓Reviews may expose integration tokens, customer metadata, and internal URLs related to Agent SDK subagent orchestration. Telemetry and analytics configs can include account emails; redact before sharing externally. Keep troubleshooting logs in internal channels unless explicitly sanitized. Third-party vendors remain outside Anthropic retention policies; document separately.✓Reviews may expose integration tokens, customer metadata, and internal URLs related to Agent SDK MCP integration. Telemetry and analytics configs can include account emails; redact before sharing externally. Keep troubleshooting logs in internal channels unless explicitly sanitized. Third-party vendors remain outside Anthropic retention policies; document separately.✓Reviews may expose integration tokens, customer metadata, and internal URLs related to Agent SDK session storage. Telemetry and analytics configs can include account emails; redact before sharing externally. Keep troubleshooting logs in internal channels unless explicitly sanitized. Third-party vendors remain outside Anthropic retention policies; document separately.✓Subagent MCP reviews may expose internal service names, database tools, and deployment integrations configured in the parent session. Delegated task descriptions and subagent transcripts can contain customer data returned by MCP read tools. Public summaries should describe scope categories and mitigations, not live MCP manifests or tool arguments.
Prerequisites
  • Access to Claude Code or Agent SDK environment where Agent SDK subagent orchestration will run.
  • Ability to read project, user, and managed settings relevant to the workflow.
  • Staging repository or sandbox account for safe validation.
  • Platform or security stakeholder available for policy-bound rollouts.
  • Access to Claude Code or Agent SDK environment where Agent SDK MCP integration will run.
  • Ability to read project, user, and managed settings relevant to the workflow.
  • Staging repository or sandbox account for safe validation.
  • Platform or security stakeholder available for policy-bound rollouts.
  • Access to Claude Code or Agent SDK environment where Agent SDK session storage will run.
  • Ability to read project, user, and managed settings relevant to the workflow.
  • Staging repository or sandbox account for safe validation.
  • Platform or security stakeholder available for policy-bound rollouts.
  • An planned subagent delegation with a defined task boundary and expected outputs.
  • Inventory of MCP servers configured in the parent Claude Code session or repository.
  • Knowledge of whether the subagent will run foreground or background and who approves tool use.
  • Redacted task description sufficient to classify read versus write MCP tool needs.
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