Design know-how for ADR-0075 observability-by-default — every feature that performs external I/O, calls an LLM, or makes non-deterministic/heuristic decisions ships a replayable append-only JSONL audit log in the same PR. Use when adding or reviewing such a feature (the Verify-gate question "which log answers why, and can we replay it offline?"), when designing a new audit record schema, when a recurring failure needs corpus-driven repair (replay harness, positive/negative ground truth, regression fixtures from real traffic), or when deciding how to store untrusted text in a log. NOT for read-only aggregate readings over stored state — distributions, compositions, calibration scales (that is read-only-instruments / ADR-0071) — NOT for choosing code vs LLM for a task (when-code-when-llm), and NOT for the security boundary model itself (llm-agent-security-principles / ADR-0007).
Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI
Supported by the Atlas install prompt. Skill-specific requirements vary.
Skill stats
Skills1CategorySecurityStars0
About this skill
Design know-how for ADR-0075 observability-by-default — every feature that performs external I/O, calls an LLM, or makes non-deterministic/heuristic decisions ships a replayable append-only JSONL audit log in the same PR. Use when adding or reviewing such a feature (the Verify-gate question "which log answers why, and can we replay it offline?"), when designing a new audit record schema, when a recurring failure needs corpus-driven repair (replay harness, positive/negative ground truth, regression fixtures from real traffic), or when deciding how to store untrusted text in a log. NOT for read-only aggregate readings over stored state — distributions, compositions, calibration scales (that is read-only-instruments / ADR-0071) — NOT for choosing code vs LLM for a task (when-code-when-llm), and NOT for the security boundary model itself (llm-agent-security-principles / ADR-0007).
Quick start
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Design know-how for ADR-0075 observability-by-default — every feature that performs external I/O, calls an LLM, or makes non-deterministic/heuristic decisions ships a replayable append-only JSONL audit log in the same PR. Use when adding or reviewing such a feature (the Verify-gate question "which log answers why, and can we replay it offline?"), when designing a new audit record schema, when a recurring failure needs corpus-driven repair (replay harness, positive/negative ground truth, regression fixtures from real traffic), or when deciding how to store untrusted text in a log. NOT for read-only aggregate readings over stored state — distributions, compositions, calibration scales (that is read-only-instruments / ADR-0071) — NOT for choosing code vs LLM for a task (when-code-when-llm), and NOT for the security boundary model itself (llm-agent-security-principles / ADR-0007).
About this listing
Category
Security
Reported license
MIT
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLI