analyze
FreeRisk 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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Scan project once per session. Run first — all other skills depend on this.
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See how to installReview the instructions the agent will receive before you install.
Load verified, project-scoped graph context once. Follow the shared
references/codebase-memory-contract.md.
Announce: "📡 /supergraph:scan — loading project context..."
Use git branch --show-current, resolve the repository to an absolute path,
and run bin/detect-project.sh when present. Otherwise detect commands from:
| File | Type | Test | Lint | Format | Build |
|---|---|---|---|---|---|
package.json | node | npm test -- | npx eslint . | npx prettier --write . | npm run build |
Cargo.toml | rust | cargo test | cargo clippy | cargo fmt | cargo build |
pyproject.toml | python | pytest | ruff check . | ruff format . | python -m build |
go.mod | go | go test ./... | golangci-lint run | gofmt -w . | go build ./... |
pubspec.yaml | flutter | flutter test | flutter analyze | dart format . | flutter build |
Ask when none match; never guess commands. Derive one stable CBM_PROJECT from
the repository root name and retain it across branches. Default
CBM_INDEX_MODE=moderate.
list_projects and find CBM_PROJECT.index_status(project=CBM_PROJECT).status: "degraded" as requiring a new index.index_status returns status: "ready" and BRANCH matches .supergraph-env:BRANCH and now - CBM_INDEXED_AT < 600s and head_sha unchanged, reuse index — skip index_repository. Otherwise proceed to step 5. TTL check requires healthy index_status; never cache degraded/stale/error. On cache hit, still re-run index_status once to confirm liveness before get_graph_schema.index_repository(repo_path=<absolute repo path>, name=CBM_PROJECT, mode=CBM_INDEX_MODE) when required (cache miss or stale/degraded). Require status: "indexed".index_status; never claim reuse without a healthy response.get_graph_schema(project=CBM_PROJECT) and get_architecture(project=CBM_PROJECT, aspects=["overview","layers","boundaries","clusters","hotspots"]) in parallel after verified index_status.get_graph_schema and get_architecture may run in parallel immediately after TTL-passed index_status.On any mandatory provider/index/schema error: STOP, show the exact error and the
recovery command (codebase-memory-mcp cli index_repository --repo-path <absolute> --name <project> --mode moderate). Do not write freshness state.
Always call Serena initial instructions and activate project with the absolute repository path:
mcp__serena__activate_project(project=<absolute repo path>).
Then load a top-level symbols overview (mcp__serena__get_symbols_overview).
Set SERENA_ACTIVE=true only after success; otherwise set it false and report Serena unavailable.
.supergraph-envOnly after healthy index_status, schema, and architecture responses:
PROJECT_TYPE=...
TEST_CMD=status=0; for test_file in plugins/supergraph/tests/test-*.sh; do bash "$test_file" || status=1; done; exit "$status"
LINT_CMD=bash -n install.sh plugins/supergraph/install.sh plugins/supergraph/tests/test-*.sh
FORMAT_CMD=...
BUILD_CMD=...
BRANCH=...
GRAPH_PROVIDER=codebase-memory-mcp
CBM_PROJECT=...
CBM_INDEX_MODE=moderate
CBM_INDEXED_AT=YYYY-MM-DDTHH:MM:SS
SERENA_ACTIVE=true|false
SCAN_TIMESTAMP=YYYY-MM-DDTHH:MM:SS
Branch-matched TTL reuse still requires index_status and Serena revalidation; TTL only skips index_repository, never skips index_status or schema checks. Serena revalidation is guarded by SERENA_ACTIVE — skip initial_instructions if .supergraph-env:SERENA_ACTIVE=true and scan ran <10m ago.
Report project/type/commands, provider/project/index status, architecture counts available from the response, Serena status, and whether scan was fresh or reused.
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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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