brainstorming
brainstorming
You MUST use this before any creative work - creating features, building components, adding functionality, modifying behavior, or planning anything new, in software or out of it (a talk, a business, a renovation).
sync-codebaseBuild or update the reviewer base index (vector store + code graph) from a local repo clone. Use when the user asks to "index the codebase", "build the index", "sync the code", "rebuild the graph", "просиндексируй код", "построй индекс".
Independent GitHub snapshot · Automated classification · Original documentation governs
Builds or updates the reviewer base index — vector embeddings (Postgres/pgvector) and code graph
(Neo4j) — from a local repo clone using reviewer index. This is a one-time setup operation;
subsequent runs are incremental (only changed files are re-embedded).
Parse from $ARGUMENTS (all optional):
--path <path>: path to the local repo clone. Default: current working directory.--ref <branch>: git ref to index. Default: main.--repo <owner/name>: repo identifier for multi-repo setups. If omitted, derived automatically
from git remote get-url origin.--backend <auto|scip|treesitter>: graph backend override. Default: auto (SCIP if in PATH,
else tree-sitter).Resolve inputs. If --path not given, use the current working directory. If --ref not
given, use main. If --repo not given, run:
git -C <path> remote get-url origin
Strip .git suffix, extract the last two path segments (owner/name).
Check prerequisites. Verify:
uvx is available: uvx --version succeeds.git -C <path> rev-parse --git-dir succeeds.reviewer check or confirm the user has .env
configured with PG_DSN, NEO4J_URI, VOYAGE_API_KEY).docker compose ps shows paradedb and
neo4j running.Run indexing.
uvx --from rag-reviewer reviewer index <path> --ref <ref>
Add --repo <owner/name> if resolved or provided. Stream the output to the user.
Expected duration: seconds for small repos, minutes for large ones — Voyage free tier
(3 RPM / 10K TPM) causes throttling with automatic retry/backoff. That is normal, not an error.
Use --limit N (if supported) for a quick smoke run.
Verify. After indexing completes, optionally run a diagnostic search to confirm the corpus:
uvx --from rag-reviewer reviewer search "your query here"
Or call search_code via the reviewer MCP tools directly.
Report. Summarise the output: chunks indexed/updated, graph nodes/edges upserted, warnings
(e.g. "SCIP unavailable, fell back to tree-sitter"). If the SCIP backend was used, note that
IMPLEMENTS edges and full call-graph accuracy are available; if tree-sitter, only CALLS by
name are available.
IMPLEMENTS edges: install scip-python first:
npm install -g @sourcegraph/scip-python
Then re-run — GRAPH_BACKEND=auto picks it up automatically.reviewer index, individual PR reviews (rag-reviewer:review-pr) trigger incremental
re-sync of changed files automatically via prepare_review. Full re-index is only needed when
the base branch diverges significantly or after a fresh deploy.rag-reviewer:sync-tasks instead.