Repository
MaterializeInc/materialize agent skills
- skills
- 15
- GitHub stars
- 6.4k
GitHub description: “The live data layer for apps and AI agents. Create up-to-the-second views into your business, just using SQL”
- Stars
- 6,377 (514 forks)
- Licence
- Unknown
- Last push
- Oct 2026
- Created
- Feb 2019
- Homepage
- materialize.com
- rust
- database
- sql
- streaming
- kafka
- distributed-systems
- postgresql-dialect
- materialized-view
- stream-processing
- postgresql
- streaming-data
- operational-data-store
- data-store
- cdc
- data-mesh
- mysql
Install all skills
npx skills add MaterializeInc/materializeAdd --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).
Skills in MaterializeInc/materialize, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Verify a release candidate on the Grafana dashboards and sign off in release. | MaterializeInc/ | 6.4k | — | ~7.2k | Automated safety check: Pass | Unknown | today |
| 2 | Add/modify/debug Materialize perf benchmark scenarios. An agent skill from MaterializeInc/materialize. | MaterializeInc/ | 6.4k | — | ~2.8k | Automated safety check: Pass | Unknown | today |
| 3 | Trigger: "commit", "prepare commit", "create PR", "push", "open pull request", or mentions committing, pre-commit checks, pull requests in Materialize. | MaterializeInc/ | 6.4k | — | ~2.3k | Automated safety check: Pass | Unknown | today |
| 4 | Cut a dbt-materialize PyPI release: bump the version in version.py and setup.py, date the Unreleased CHANGELOG entry, and open the release PR with a Ship: <url body. | MaterializeInc/ | 6.4k | — | ~1.2k | Automated safety check: Pass | Unknown | today |
| 5 | Investigate CI failures on PR via gh + Buildkite MCP or bk CLI. | MaterializeInc/ | 6.4k | — | ~3.9k | Automated safety check: Pass | Unknown | today |
| 6 | Add/modify/debug limits test. An agent skill from MaterializeInc/materialize. | MaterializeInc/ | 6.4k | — | ~808 | Automated safety check: Pass | Unknown | today |
| 7 | Extend parallel-workload stress framework: random SQL concurrently to catch panics + unexpected errors (not perf — see mz-benchmark). | MaterializeInc/ | 6.4k | — | ~1.9k | Automated safety check: Pass | Unknown | today |
| 8 | Create/modify/debug platform check. An agent skill from MaterializeInc/materialize. | MaterializeInc/ | 6.4k | — | ~1.6k | Automated safety check: Pass | Unknown | today |
| 9 | Analyze and optimize a Console/catalog SQL query in user space — diagnose its plan on real relations, then measure candidate rewrites with a faithful synthetic-fleet sweep. | MaterializeInc/ | 6.4k | — | ~2.1k | Automated safety check: Pass | Unknown | today |
| 10 | Debug SQL execution time via distributed tracing (OpenTelemetry / Tempo). | MaterializeInc/ | 6.4k | — | ~1.8k | Automated safety check: Pass | Unknown | today |
| 11 | 11.Mz Run Trigger: "run Materialize locally", "start environmentd", "check compilation", "format code", "lint", "cargo check", "cargo fmt", "cargo clippy", "bin/fmt", "bin/lint", or mentions compiling… | MaterializeInc/ | 6.4k | — | ~970 | Automated safety check: Pass | Unknown | today |
| 12 | 12.Mz Test Run tests + pick test framework in Materialize. An agent skill from MaterializeInc/materialize. | MaterializeInc/ | 6.4k | — | ~3.2k | Automated safety check: Pass | Unknown | today |
| 13 | 13.Mz PR Review Local code review of current branch vs Materialize standards. | MaterializeInc/ | 6.4k | — | ~1.6k | Automated safety check: Notes | Unknown | today |
| 14 | 14.Mz Profile Trigger: "profile Materialize", "check memory usage", "analyze binary size", "debug performance", or mentions profiling, samply, heaptrack, flame graphs, memory checking, binary size, slow queries… | MaterializeInc/ | 6.4k | — | ~480 | Automated safety check: Pass | Unknown | today |
| 15 | Correctness invariants + architecture: adapter, coordinator, pgwire, peek paths, timestamp oracle. | MaterializeInc/ | 6.4k | — | ~432 | Automated safety check: Pass | Unknown | today |
Questions, answered from the data.
What is the best skill in MaterializeInc/materialize?
Mz Release Signoff from MaterializeInc/materialize ranks first of the 15 skills in MaterializeInc/materialize listed here, with the highest score: its repository has 6.4k GitHub stars, its SKILL.md loads about 7.2k tokens and it passes the automated safety check with no findings. Next come Mz Benchmark and Mz Commit.
Are the skills in MaterializeInc/materialize official?
None yet. All 15 skills in MaterializeInc/materialize listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How do I install all skills from MaterializeInc/materialize?
Run npx skills add MaterializeInc/materialize in your project: the open-source skills CLI installs the repository's skills into your coding agent's skills folder. To install a single skill, open its page here for the exact command.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.