AI Agent Workflow Collection

Test ownership, administrative roles, and permission structures to prevent unauthorized function calls. Use this skill whenever the user mentions access control, onlyowner, role based access, privilege escalation, admin function, permission graph, unauthorized call, or is working with Slither, OpenZeppelin, Foundry, even if they never say \"access control validation\" explicitly. Routes live lookups through the Web3-Security-Plugin endpoint. Do not use it for unrelated application feature work or general coding questions.

Apply regional address-layout rules — field order, postal-code position and required fields — across more than 200 countries. Use this skill whenever the user mentions address format, postal code, address layout, field order, country format, libaddressinput, administrative area, or is working with libaddressinput, CLDR, Google i18n, even if they never say \"address format validation\" explicitly. Routes live lookups through the Address-Format-API endpoint. Do not use it for unrelated application feature work or general coding questions.

Coordinate isolated environments to execute and analyze suspicious files, covering dynamic binary analysis, kernel-level monitoring, anti-VM bypass detection, payload behaviour classification and entropy analysis of packed files. Use this skill whenever the user mentions malware sandbox, dynamic analysis, detonation, behavioural analysis, anti-vm, packed file, entropy analysis, or is working with Cuckoo, CAPE, YARA, even if they never say \"advanced malware sandbox orchestration\" explicitly. Routes live lookups through the Malware-Sandbox-API endpoint. Do not use it for unrelated application feature work or general coding questions.

Send outbound messages on a user's behalf with deduplication, idempotency keys, and an explicit send gate. Use this skill whenever the user mentions send email, outbound message, deduplication, idempotency key, send gate, recipient verification, draft before send, or is working with Gmail, Outlook, Resend, even if they never say \"agent email dispatch\" explicitly. Operates entirely on context the agent already has. Do not use it for unrelated application feature work or general coding questions.

Verify human presence or authorized device status during critical agentic flows, covering biometric inherence, device-possession proof, behavioural biometrics, 3D Secure handling and bot-vs-agent discrimination. Use this skill whenever the user mentions agent identity, multi factor, attestation, device possession, behavioural biometrics, 3d secure, liveness, or is working with FIDO2, WebAuthn, 3DS, even if they never say \"agent identity and multi-factor attestation\" explicitly. Routes live lookups through the Agent-Attestation-API endpoint. Do not use it for unrelated application feature work or general coding questions.

Provision secure execution environments so agent-generated code runs without touching external systems. Use this skill whenever the user mentions agent sandbox, code execution, isolated environment, container isolation, untrusted code, ephemeral vm, escape prevention, or is working with Docker, Firecracker, gVisor, even if they never say \"agent sandbox isolation\" explicitly. Routes live lookups through the Secure-Execution-Sandbox endpoint. Do not use it for unrelated application feature work or general coding questions.

Log and trace agent decisions to diagnose behavior and satisfy audit requirements in regulated settings. Use this skill whenever the user mentions agent tracing, decision log, audit trail, agent observability, session replay, tool call log, compliance logging, or is working with OpenTelemetry, LangSmith, Datadog, even if they never say \"agentic observability\" explicitly. Routes live lookups through the Audit-Trail-Analytics-API endpoint. Do not use it for unrelated application feature work or general coding questions.

Translate vague project instructions into precise prompts for specific downstream tools. Use this skill whenever the user mentions prompt translation, instruction rewriting, parameter mapping, tool prompt, natural language to command, intent extraction, vague request, or is working with Claude, Midjourney, MCP, even if they never say \"agentic prompt translation\" explicitly. Operates entirely on context the agent already has. Do not use it for unrelated application feature work or general coding questions.

Structure standups, retrospectives, and planning sessions automatically from current team data. Use this skill whenever the user mentions standup, retrospective, sprint planning, ceremony agenda, scrum facilitation, retro format, planning session, or is working with Jira, Miro, Slack, even if they never say \"agile ceremony facilitator\" explicitly. Operates entirely on context the agent already has. Do not use it for unrelated application feature work or general coding questions.

Score alerts by their historical likelihood of needing manual intervention, to filter noise-only alerts. Use this skill whenever the user mentions actionability score, alert scoring, noise filtering, intervention likelihood, alert triage, signal to noise, auto resolve, or is working with PagerDuty, Datadog, Grafana, even if they never say \"alert actionability scoring\" explicitly. Routes live lookups through the Alert-Intelligence-API endpoint. Do not use it for unrelated application feature work or general coding questions.

Attach the specific relevant troubleshooting guide or runbook section to every alert automatically. Use this skill whenever the user mentions runbook linking, troubleshooting guide, runbook retrieval, alert to runbook, remediation steps, runbook matching, playbook link, or is working with Backstage, Confluence, PagerDuty, even if they never say \"alert-to-runbook auto-linking\" explicitly. Routes live lookups through the Runbook-Connect-API endpoint. Do not use it for unrelated application feature work or general coding questions.

Check server orchestration playbooks deterministically for syntax and logic errors. Use this skill whenever the user mentions ansible, playbook validation, idempotency, syntax check, handler ordering, inventory, molecule test, or is working with Ansible, ansible-lint, Molecule, even if they never say \"ansible playbook validation\" explicitly. Routes live lookups through the Configuration-Management-API endpoint. Do not use it for unrelated application feature work or general coding questions.

Monitor usage patterns, error rates and latency percentiles in real time. Use this skill whenever the user mentions api analytics, usage tracking, error rate, p95 latency, endpoint metrics, consumer breakdown, telemetry, or is working with Grafana, Prometheus, Kong, even if they never say \"api analytics and telemetry\" explicitly. Routes live lookups through the Usage-Tracking-Service endpoint. Do not use it for unrelated application feature work or general coding questions.

Automate visibility of internal and external APIs and map remote endpoints to agent connector protocols. Use this skill whenever the user mentions api discovery, api catalog, service inventory, endpoint mapping, shadow api, connector registry, api sprawl, or is working with Backstage, Kong, MCP, even if they never say \"api discovery and cataloging\" explicitly. Routes live lookups through the Unified-API-Catalog-Plugin endpoint. Do not use it for unrelated application feature work or general coding questions.

Design the API contract as a project blueprint before any backend development starts. Use this skill whenever the user mentions api contract, openapi, schema design, breaking change, api first, spec linting, contract testing, or is working with OpenAPI, Stoplight, Postman, even if they never say \"api-first design blueprinting\" explicitly. Routes live lookups through the Design-Governance-API endpoint. Do not use it for unrelated application feature work or general coding questions.

Enforce design standards and keep immutable logs of every tool call for compliance. Use this skill whenever the user mentions api governance, design standard, immutable log, tool call audit, compliance log, style guide enforcement, change history, or is working with Spectral, Kong, OpenTelemetry, even if they never say \"api governance and audit\" explicitly. Routes live lookups through the Governance-Audit-Portal endpoint. Do not use it for unrelated application feature work or general coding questions.

Implement billing, tiered pricing and pay-per-call settlement for API access. Use this skill whenever the user mentions api monetization, usage billing, tiered pricing, pay per call, metering, settlement, x402, or is working with Stripe, x402, Kong, even if they never say \"api monetization execution\" explicitly. Routes live lookups through the Marketplace-Billing-API endpoint. Do not use it for unrelated application feature work or general coding questions.

Create isolated environments for testing integrations without touching production data. Use this skill whenever the user mentions api sandbox, test environment, mock server, integration testing, production isolation, seed data, sandbox credentials, or is working with Postman, WireMock, Docker, even if they never say \"api sandboxing\" explicitly. Routes live lookups through the DevTools-Sandbox-Engine endpoint. Do not use it for unrelated application feature work or general coding questions.

Identify price discrepancies for the same asset across venues and quantify whether the spread survives costs. Use this skill whenever the user mentions arbitrage, price discrepancy, cross exchange, spread, execution cost, opportunity detection, venue comparison, or is working with Uniswap, 1inch, CoinGecko, even if they never say \"arbitrage opportunity detection\" explicitly. Routes live lookups through the DeFi-Operations-API endpoint. Do not use it for unrelated application feature work or general coding questions.

Convert business logic and product requirements into executable technical specifications, covering domain-driven design, service boundary definition, state machine design, and non-functional requirement mapping. Use this skill whenever the user mentions technical specification, domain driven design, service boundary, state machine design, non-functional requirements, spec driven development, system blueprint, or is working with C4, PlantUML, OpenAPI, even if they never say \"architectural spec compilation\" explicitly. Routes live lookups through the System-Blueprint-Compiler-API endpoint. Do not use it for unrelated application feature work or general coding questions.

Evaluate architecture diagrams and solution descriptions for security boundaries, entry points and storage security, covering multi-modal diagram analysis, public-vs-private resource classification and fault-tolerance auditing. Use this skill whenever the user mentions architecture audit, security boundary, diagram analysis, attack surface, storage security, fault tolerance, public resource exposure, or is working with Draw.io, AWS, Checkov, even if they never say \"architecture security audit\" explicitly. Routes live lookups through the Architecture-Audit-API endpoint. Do not use it for unrelated application feature work or general coding questions.

Generate and update abstract syntax trees to hold a live structural map of codebase relationships. Use this skill whenever the user mentions abstract syntax tree, ast, code structure, symbol table, tree-sitter, structural map, call graph, or is working with tree-sitter, ast, LSP, even if they never say \"ast structural mapping\" explicitly. Routes live lookups through the Structural-Code-Intelligence-Service endpoint. Do not use it for unrelated application feature work or general coding questions.

Structure attack methods as trees and propagate cost, probability and difficulty metrics up to the root goal. Use this skill whenever the user mentions attack tree, attack path, and-or tree, attack cost, root goal, threat analysis, attack graph, or is working with ADTool, ATT&CK, Graphviz, even if they never say \"attack tree modeling\" explicitly. Routes live lookups through the Attack-Vector-Graphing-API endpoint. Do not use it for unrelated application feature work or general coding questions.

Identify logical topic shifts in audio and produce chaptered timestamps. Use this skill whenever the user mentions chapter generation, topic segmentation, timestamp, audio chapters, topic shift, podcast chapters, scene boundary, or is working with Whisper, pyannote, ffmpeg, even if they never say \"audio chapter generation\" explicitly. Routes live lookups through the Media-Content-Management-Plugin endpoint. Do not use it for unrelated application feature work or general coding questions.