indexpilot 1.1.0a8

Stop bad PostgreSQL indexes before they reach production

IndexPilot

Stop bad PostgreSQL indexes before they reach production

Check the exact CREATE INDEX in a migration against the workload your database actually runs.

IndexPilot is a read-only PostgreSQL review CLI. It combines aggregate pg_stat_statements evidence, comparable existing indexes, and optional HypoPG plans, then writes a cautious verdict with Markdown, JSON, and optional SARIF evidence for the pull request.

Use it to answer practical questions:

• Should I add this PostgreSQL index?
• Does this migration add a duplicate index?
• Why might PostgreSQL ignore this index?
• How can I test an index before creating it?
• How do I review index migrations in CI?

Advisory only. IndexPilot never applies the migration or creates a physical index. A positive result means “benchmark this next,” not “ship this automatically.”

Website · Actual-use demo · Quick start · Local dashboard · Installation · Documentation · GitHub Action

Watch the real database-free review, from migration to decision

Try it in 60 seconds

This database-free example proves the install and review path before you configure PostgreSQL:

git clone https://github.com/eyeinthesky6/indexpilot.git
cd indexpilot
uvx --from "indexpilot==1.1.0a8" indexpilot review --migration-file examples/quickstart/migration.sql --snapshot-file examples/quickstart/workload-snapshot.json --output artifacts/first-review.json --markdown-output artifacts/first-review.md --stdout

Expected result:

Index statements reviewed: 1
Verdicts: {'existing_overlap': 1}

The example catches a proposed (tenant_id, created_at) index already covered by the sanitized catalog. No database, credentials, Docker, or extension is used. See the installation guide if uvx is unavailable. Prefer to see it first? The five-step actual-use walkthrough shows the same migration, command, overlap verdict, and review artifacts.

Review your migration

1. Install

pipx install "indexpilot==1.1.0a8"
indexpilot --version

2. Provide a read-only PostgreSQL connection

export DB_HOST=database.example.com
export DB_PORT=5432
export DB_NAME=my_app
export DB_USER=indexpilot_reader
export DB_PASSWORD='replace-me'
export DB_SSLMODE=require

The database needs pg_stat_statements. IndexPilot does not need CREATE, table writes, or ownership.

3. Check readiness

indexpilot doctor --schema public --min-calls 10

4. Review the migration

indexpilot review \
  --migration-file migrations/add_orders_index.sql \
  --output artifacts/indexpilot.json \
  --markdown-output artifacts/indexpilot.md \
  --sarif-output artifacts/indexpilot.sarif

This first pass catches overlap and missing evidence. Add --hypopg when doctor confirms a compatible PostgreSQL 16+ database and an installed HypoPG extension.

Open the local dashboard

Install the optional API support, then start the packaged UI and API together:

pipx install "indexpilot[api]==1.1.0a8"
indexpilot dashboard

The command selects a free local port, opens /dashboard/ in your browser, and stops when you press Ctrl+C. It needs no Node.js process and no login because it binds only to 127.0.0.1. If PostgreSQL is not configured yet, the dashboard stays open and shows the missing connection. Use indexpilot api with explicit bearer-token authentication for any non-loopback API bind.

For CI, the composite GitHub Action supports protected live review and database-free snapshot review. Fork workflows must load snapshot evidence from the trusted base commit, never from the contributor checkout; follow the fork-safe workflow.

How it fits with your existing tools

IndexPilot accepts an ordinary SQL migration file, so a human, coding agent, or index adviser can propose the index. It then leaves standard report artifacts for CI and reviewers.

flowchart LR
    P["Human · coding agent · index adviser"] --> M["CREATE INDEX migration"]
    M --> S["Migration safety checks"]
    M --> I["IndexPilot workload evidence"]
    I -. "optional" .-> H["HypoPG planner check"]
    I --> R["Review decision"]
    R --> B["Production-copy benchmark"]

Tool or step	What it contributes
Squawk or another migration linter	Checks whether the DDL is operationally safe
Dexter, an adviser, a developer, or an agent	Proposes a candidate index
IndexPilot	Checks whether that exact proposal has workload and overlap evidence
HypoPG	Provides the optional session-local hypothetical index mechanism
pgbench or your load test	Measures real latency, writes, size, and rollback before release

These tools are complementary. IndexPilot does not automatically call every tool in the table; its simple boundary is the migration SQL in and portable evidence out. See the tool-fit guide for details.

How it works

1. Parse locally. SQLGlot reads the PostgreSQL index proposal without executing it.
2. Read evidence. IndexPilot collects aggregate workload patterns and comparable catalog indexes.
3. Check the planner when requested. HypoPG and EXPLAIN, never EXPLAIN ANALYZE, test a session-local hypothetical shape.
4. Leave a decision record. Each proposal receives a bounded verdict, evidence, limits, and next step.

The main verdicts are worth_benchmarking, existing_overlap, not_supported_by_current_planner_evidence, and inconclusive. Their exact meaning and exit-code behavior are documented in the usage guide.

Safety boundary

• The public review path is read-only and never creates, drops, or reindexes a physical index.
• It runs EXPLAIN, never EXPLAIN ANALYZE.
• Reports contain query fingerprints rather than raw workload SQL.
• Planner cost is not measured production latency, and overlap is not automatic drop advice.
• Generated reports still contain object names and aggregate metadata; review them before sharing.

Documentation

Guide	Use it for
Documentation hub	Find the supported public documentation
Installation	Python, PostgreSQL access, pg_stat_statements, and optional HypoPG
CLI usage	Commands, verdicts, syntax, outputs, privacy, and tool fit
Trusted CI	Protected live review and database-free fork review
Security	Credential, disclosure, and API boundaries
Roadmap and limits	Deferred evidence and compatibility work
Agent skill	Let a compatible coding agent install, test, and report the first result

Help and contribute

The hosted website uses cookie-free, aggregate Cloudflare Web Analytics for page visits, referrers, paths, and performance. IndexPilot's CLI, GitHub Action, API, and local dashboard do not send product-usage telemetry.

• After the first successful interactive review, IndexPilot prints one optional community link. It does not open the network or collect telemetry, never runs in CI or --stdout output, and can be disabled with INDEXPILOT_NO_COMMUNITY_PROMPT=1.
• Ask setup questions in Q&A Discussions.
• Share an idea in Ideas Discussions.
• Report a reproducible problem through the issue forms.
• Start contributing with good first issues and CONTRIBUTING.md.
• If your team reviews index migrations repeatedly, share that workflow pain or read the Team workflow preview.

License

IndexPilot is available under the MIT License.