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Serialization best practices: schema validation, encoding, versioning, backward compat, safe deserialization. JSON, YAML, Protobuf, MessagePack.
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SOC 職業分類に基づく
Session bootstrap + workflows for Pathfinder semantic navigation tools. Covers: discovery protocol, tool chaining patterns (explore, impact, audit, debug), search optimization, LSP degraded mode, and error recovery.
Playwright browser automation via MCP. Covers E2E testing, UI review, web scraping, screenshot capture, and general browser interaction. MCP-first — CLI is fallback only.
Safe command execution: input sanitization, timeout handling, output capture, error propagation. For spawning processes, shell commands, system calls.
Git conventions: conventional commits, branch naming, PR hygiene, release tagging.
Structured incident workflow: severity classification, triage, diagnosis, mitigation, postmortem, and prevention. Template-driven with blameless review.
Constructs, validates, and traverses a Directed Acyclic Graph (DAG) from scope cards for safe level-based parallel dispatch. Determines execution order via topological sort. Detects cycles and invalid dependencies.
| name | data-serialization-principles |
| description | Serialization best practices: schema validation, encoding, versioning, backward compat, safe deserialization. JSON, YAML, Protobuf, MessagePack. |
| user-invocable | false |
All incoming data validated: API requests, file uploads, MQ messages. Type, format, range, required fields. Fail fast on invalid. Clear errors to client.
Default UTF-8 everywhere. Specify explicitly when reading/writing. Handle errors gracefully.
| Format | Good For | Limitations |
|---|---|---|
| JSON | APIs, config, web (human-readable, universal) | No binary, larger size |
| Protobuf | Internal microservices, high-throughput (compact, schema evolution) | Not readable, requires schema |
| MessagePack | Internal APIs needing speed over JSON | Less widely supported |
| XML | Enterprise, SOAP, RSS (legacy) | Verbose, XXE attacks |
| YAML | Config, IaC (K8s, CI/CD) (human-friendly) | Complex parsing, security risks |
