One-shot module map — go up a layer of abstraction and get a domain-vocabulary module map of the codebase. Use when lost in unfamiliar code, after a long deep-dive session, or when you need to re-orient before planning.
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See how to installReview the instructions the agent will receive before you install.
One prompt. One map. Re-orient fast.
Announce: "🔭 /supergraph:zoom-out — stepping back..."
1. Read CONTEXT.md for domain vocabulary (if exists):
head -60 CONTEXT.md 2>/dev/null
2. Get architecture overview:
Use codebase-memory-mcp with CBM_PROJECT: call get_architecture for
overview, layers, boundaries, clusters, and hotspots; then use named
contract recipes hubs, bridges, and test-gaps. If unavailable, label it
unavailable and fall back to Serena/filesystem evidence.
3. Output module map using domain vocabulary from CONTEXT.md:
[Project name] — module map
[Community/Module A]
└── [file/symbol] — [one-line role in domain terms]
└── [file/symbol] — [one-line role]
[Community/Module B]
└── ...
Key flows:
[User action] → [Module A] → [Module B] → [output]
Hub nodes (high-change risk): [list]
Bridge nodes (coupling chokepoints): [list]
No implementation details. Domain language only. If a concept doesn't have a name in CONTEXT.md — use the most natural domain term and suggest adding it.
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Risk analysis and approach selection before planning. Use when requirements are ambiguous, approaches vary, or work touches hub/bridge nodes. Skip for typo fixes.
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Proactive architecture review — explore codebase structure, generate a self-contained HTML report with Mermaid diagrams and candidate improvements, then grill the findings. Use when planning a large refactor, onboarding to an unfamiliar codebase, or before a major architectural change.
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Autonomous human-like browser control and professional QA/QC testing. Powered by agent-browser (Rust native CDP, zero Playwright) with ISTQB test matrix generation, automated testcase execution, console/network error tracing, and defect reporting.
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Persistent token-compression mode (~75% reduction) — now always-on by default. Strips filler while keeping code exact.
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Database migration best practices for schema changes, data migrations, rollbacks, and zero-downtime deployments across PostgreSQL, MySQL, and common ORMs (Prisma, Drizzle, Kysely, Django, TypeORM, golang-migrate).
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Anti-slop frontend skill for landing pages, portfolios, and redesigns. The agent reads the brief, infers the right design direction, and ships interfaces that do not look templated. Real design systems when applicable, audit-first on redesigns, strict pre-flight check.
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