Skip to main content Skills Marktplatz Entdecken und erkunden Sie KI-Skills, die von der Community erstellt wurden.
Mit Codex oder Claude installieren Kopieren Sie diesen Prompt, fügen Sie ihn in Codex, Claude oder einen anderen Assistant ein und lassen Sie die Skill-Seite prüfen und installieren.
Prompt-Details anzeigen Ein direkter Befehl überspringt den Prüf-Prompt. Prüfen Sie die Quelle, bevor Sie ihn ausführen.
npx skills add https://github.com/softspark/ai-toolkit --skill workflowDer Befehl bleibt in einer Zeile. Scrollen Sie horizontal, um ihn vor dem Kopieren vollständig zu prüfen.
Sie bevorzugen eine lokale Kopie? Laden Sie die Dateien herunter, die SkillsMP derzeit vorliegen.
ZIP herunterladen Herunterladen... Mehr aus diesem Repository
Verwandte Berufe SOC
Basierend auf der SOC-Berufsklassifikation
name workflow description Starts and manages autonomous agent workflows. Triggers: workflow, start workflow, autonomous agents, agent pipeline. user-invocable true effort max argument-hint [type] [task description] context fork agent orchestrator model opus allowed-tools Bash, Read, Write, Edit, Glob, Grep, Agent, TeamCreate, TeamDelete, SendMessage, TaskCreate, TaskList, TaskUpdate, TaskGet, TaskOutput, TaskStop
/workflow - Autonomous Agent Workflow
$ARGUMENTS
Step 1 — Select workflow type
Is production DOWN? → incident-response
Performance degraded >50%? → performance-optimization
Bug spanning multiple layers? → debugging
Warning / trend? → proactive-troubleshooting
Planned infra change? → infrastructure-change
Planned app deploy? → application-deploy
New feature (full stack)? → feature-development
New feature (backend only)? → backend-feature
New feature (frontend only)? → frontend-feature
New API endpoint? → api-design
Schema / migration change? → database-evolution
Boost test coverage? → test-coverage
Security assessment? → security-audit
Exploring unfamiliar codebase? → codebase-onboarding
Technical research / spike? → spike
Step 2 — Define success criteria (MANDATORY)
Cannot proceed without:
Deliverables: [what outputs are expected ]
Verification: [how to verify — tests , metrics , commands ]
Definition of done: [quality bar ]
Present to user and wait for approval.
Step 3 — Spawn agents via Agent tool
Launch agents in parallel where independent, sequentially where dependent . Use the Agent tool — never do the work inline.
Existing workflows
debugging
# Sequential diagnosis:
Agent(subagent_type="debugger", prompt="Diagnose issue, 5 Whys, propose solution options. READ-ONLY.")
Agent(subagent_type="explorer-agent", prompt="Trace call path across layers. READ-ONLY.")
# Parallel fix:
Agent(subagent_type="backend-specialist", prompt="Implement fix. Own files: src/")
Agent(subagent_type="test-engineer", prompt="Write regression test. Own files: tests/")
# Sequential:
Agent(subagent_type="documenter", prompt="Document in kb/troubleshooting/ if recurring.")
incident-response
Agent(subagent_type="incident-responder", prompt="Triage, root cause, immediate mitigation. READ-ONLY.")
# After triage:
Agent(subagent_type="backend-specialist", prompt="Apply fix. Own files: src/")
Agent(subagent_type="documenter", prompt="Write postmortem (MANDATORY). Own files: kb/")
Agent(subagent_type="performance-optimizer", prompt="Profile, identify bottlenecks, propose fixes. READ-ONLY.")
Agent(subagent_type="backend-specialist", prompt="Implement optimizations. Own files: src/")
Agent(subagent_type="test-engineer", prompt="Benchmark before/after. Own files: tests/benchmarks/")
Agent(subagent_type="documenter", prompt="Document baseline and results. Own files: kb/")
Agent(subagent_type="infrastructure-architect", prompt="Design change, create architecture note. Own files: docs/")
Agent(subagent_type="devops-implementer", prompt="Implement infra changes. Own files: docker/, .github/, infra/")
Agent(subagent_type="security-auditor", prompt="Review for security issues. READ-ONLY.")
Agent(subagent_type="test-engineer", prompt="Smoke tests and health checks. Own files: tests/")
Agent(subagent_type="documenter", prompt="Runbook + deployment docs. Own files: kb/")
Agent(subagent_type="devops-implementer", prompt="Execute deployment. Own files: .github/, scripts/")
Agent(subagent_type="test-engineer", prompt="Post-deploy smoke tests.")
Agent(subagent_type="documenter", prompt="Release notes. Own files: kb/")
proactive-troubleshooting
Agent(subagent_type="debugger", prompt="Investigate warning/trend, assess risk. READ-ONLY.")
Agent(subagent_type="performance-optimizer", prompt="Check performance metrics. READ-ONLY.")
Agent(subagent_type="backend-specialist", prompt="Apply preventive fix if needed. Own files: src/")
Agent(subagent_type="documenter", prompt="Update monitoring/alerting docs. Own files: kb/")
New workflows feature-development
# Sequential planning:
Agent(subagent_type="project-planner", prompt="Requirements, acceptance criteria, task breakdown. Own files: docs/")
Agent(subagent_type="explorer-agent", prompt="Find integration points in codebase. READ-ONLY.")
# Parallel implementation:
Agent(subagent_type="backend-specialist", prompt="API routes, business logic, data layer. Own files: src/api/, src/services/")
Agent(subagent_type="frontend-specialist", prompt="UI components, state management. Own files: src/components/, src/pages/")
Agent(subagent_type="database-architect", prompt="Schema changes + migrations if needed. Own files: migrations/")
# Parallel validation:
Agent(subagent_type="test-engineer", prompt="Unit + integration tests. Own files: tests/")
Agent(subagent_type="security-auditor", prompt="Security review of new attack surface. READ-ONLY.")
# Sequential finalization:
Agent(subagent_type="documenter", prompt="API docs, KB update, changelog. Own files: kb/, docs/")
backend-feature
Agent(subagent_type="explorer-agent", prompt="Find integration points and patterns. READ-ONLY.")
Agent(subagent_type="backend-specialist", prompt="Implement endpoint + business logic. Own files: src/")
Agent(subagent_type="database-architect", prompt="Schema/query changes if needed. Own files: migrations/")
Agent(subagent_type="test-engineer", prompt="Unit + integration tests. Own files: tests/")
Agent(subagent_type="security-auditor", prompt="Auth/authz, input validation review. READ-ONLY.")
frontend-feature
Agent(subagent_type="explorer-agent", prompt="Find existing components and patterns. READ-ONLY.")
Agent(subagent_type="frontend-specialist", prompt="Build component, state, routing. Own files: src/components/, src/pages/")
Agent(subagent_type="test-engineer", prompt="Component tests, E2E if needed. Own files: tests/")
Agent(subagent_type="documenter", prompt="Component docs / Storybook if applicable.")
api-design
# Sequential design:
Agent(subagent_type="tech-lead", prompt="API contract, versioning, error format. Own files: docs/api-spec.md")
Agent(subagent_type="database-architect", prompt="Data model for new resources. Own files: migrations/")
# Parallel implementation + validation:
Agent(subagent_type="backend-specialist", prompt="Implement endpoint, validation, business logic. Own files: src/")
Agent(subagent_type="test-engineer", prompt="Contract tests, integration tests. Own files: tests/")
Agent(subagent_type="security-auditor", prompt="Auth/authz, rate limiting, input validation. READ-ONLY.")
Agent(subagent_type="performance-optimizer", prompt="Response time benchmark. READ-ONLY.")
# Sequential:
Agent(subagent_type="documenter", prompt="OpenAPI spec, API reference docs. Own files: docs/")
database-evolution
# Sequential analysis:
Agent(subagent_type="database-architect", prompt="Design schema change, migration + rollback plan. Own files: migrations/")
Agent(subagent_type="explorer-agent", prompt="Find all code referencing affected tables/columns. READ-ONLY.")
# Parallel implementation:
Agent(subagent_type="backend-specialist", prompt="Update ORM models, queries, data access layer. Own files: src/")
Agent(subagent_type="test-engineer", prompt="Migration tests, data integrity checks. Own files: tests/")
# Parallel validation:
Agent(subagent_type="performance-optimizer", prompt="EXPLAIN ANALYZE on new queries, index efficiency. READ-ONLY.")
Agent(subagent_type="security-auditor", prompt="SQL injection vectors in new query patterns. READ-ONLY.")
# Sequential:
Agent(subagent_type="documenter", prompt="Update schema docs, migration changelog. Own files: kb/")
test-coverage
# Sequential analysis:
Agent(subagent_type="explorer-agent", prompt="Map untested code paths, find coverage gaps. READ-ONLY.")
# Parallel writing:
Agent(subagent_type="test-engineer", prompt="Write unit tests for uncovered functions. Own files: tests/unit/")
Agent(subagent_type="backend-specialist", prompt="Add integration test fixtures, mock external services. Own files: tests/integration/")
# Sequential review:
Agent(subagent_type="code-reviewer", prompt="Review test quality — no false positives, deterministic. READ-ONLY.")
security-audit
# Sequential recon:
Agent(subagent_type="explorer-agent", prompt="Map attack surface, entry points, data flows. READ-ONLY.")
# Parallel audit:
Agent(subagent_type="security-auditor", prompt="Run /cve-scan first, then OWASP Top 10, injection, auth review. READ-ONLY.")
Agent(subagent_type="code-reviewer", prompt="Secrets in code, error handling, logging gaps. READ-ONLY.")
Agent(subagent_type="devops-implementer", prompt="Infra misconfig, Docker hardening, network. READ-ONLY.")
Agent(subagent_type="database-architect", prompt="SQL injection vectors, access controls, encryption. READ-ONLY.")
# Sequential:
Agent(subagent_type="tech-lead", prompt="Prioritize findings including CVE scan results, assign severity (CVSS).")
Agent(subagent_type="documenter", prompt="Security audit report + CVE inventory + remediation checklist. Own files: kb/")
codebase-onboarding
# Parallel discovery:
Agent(subagent_type="explorer-agent", prompt="Project structure, tech stack, entry points. READ-ONLY.")
Agent(subagent_type="tech-lead", prompt="Architecture patterns, design decisions, conventions. READ-ONLY.")
Agent(subagent_type="database-architect", prompt="Data model, relationships, migration history. READ-ONLY.")
# Parallel analysis:
Agent(subagent_type="test-engineer", prompt="Test coverage, test patterns, CI pipeline. READ-ONLY.")
Agent(subagent_type="security-auditor", prompt="Current security posture, credential management. READ-ONLY.")
# Sequential synthesis:
Agent(subagent_type="documenter", prompt="Write onboarding guide + architecture overview. Own files: docs/ONBOARDING.md")
spike
# Parallel research:
Agent(subagent_type="explorer-agent", prompt="Existing codebase patterns relevant to decision. READ-ONLY.")
Agent(subagent_type="tech-lead", prompt="Architecture implications, trade-off analysis. READ-ONLY.")
Agent(subagent_type="backend-specialist", prompt="Implementation feasibility, proof of concept.")
# Sequential evaluation:
Agent(subagent_type="security-auditor", prompt="Security implications of each option. READ-ONLY.")
Agent(subagent_type="performance-optimizer", prompt="Performance implications of each option. READ-ONLY.")
# Sequential decision:
Agent(subagent_type="tech-lead", prompt="Comparison matrix, recommendation.")
Agent(subagent_type="documenter", prompt="Write architecture note + spike findings. Own files: kb/reference/")
Step 4 — Track status Event Action Agent started TaskUpdate(status="in_progress")Agent complete TaskUpdate(status="completed")Blocked Document blocker, reassign or escalate
Step 5 — Exit gate Workflow is NOT done until:
Devil's Advocate (workflows >1h)
What could go wrong?
Hidden costs / tech debt?
At least 3 alternatives considered?
