- **Memory MCP is the ONLY memory system.** All memories (facts, preferences, decisions, project context) MUST be stored and recalled via the `memory_store` / `memory_recall` MCP tools. Do NOT use the file-based auto-memory system (`~/.claude/projects/*/memory/`).
- **"remember X"**: Store via `memory_store` MCP tool immediately. For project-specific static info (commands, architecture), also update the project's `.claude/CLAUDE.md`.
- **Recalling**: Always use `memory_recall` MCP tool to search for relevant context before responding to non-trivial requests.
- **Source of truth**: `infra/scripts/cluster_healthcheck.sh` — always run this script for cluster healthchecks
- The `cluster-triage` agent and `cluster-health` skill both use this script
- When checking cluster health, prefer spawning the `cluster-triage` agent (which runs the script and investigates FAIL/WARN results) over running the script directly
- Any new health checks must be added to the script, not done ad-hoc
- **Do NOT proceed to research until the goal is crystal clear and challenged.**
- Minimum: 2 rounds of questions before any subagent research. Exception: truly trivial tasks (single-file edits, typo fixes).
### Research Phase (subagent-heavy)
- **Spawn subagents liberally** — no cap. Use judgment on quantity based on complexity.
- **Research ALL paths**, not just the obvious one. For each viable approach, spawn an agent to investigate.
- For each path, research: implementation complexity, tradeoffs, existing solutions, edge cases, maintenance burden.
- **Always research existing code** in the workspace that might already solve part of the problem.
- **Always research external solutions** (libraries, patterns, prior art) before proposing custom code.
- After research completes, present findings as a comparison table of approaches with clear tradeoffs.
### Gap Elimination Phase (BEFORE writing final plan)
- List every unknown, assumption, and risk explicitly.
- For each unknown: either resolve it via research or ask the user.
- **The plan is not ready until there are zero unresolved unknowns.**
- Ask: "What could go wrong?" and "What am I missing?" before finalizing.
### Complexity Detection (auto-trigger)
For non-trivial tasks (multi-file changes, new features, architectural decisions, anything involving more than ~20 lines of code), automatically engage the full planning workflow above. Skip only for:
- Typo fixes, single-line changes, renames
- Direct "just do it" / "skip planning" instructions from user