Goldziher

Manage AI assistant governance rules across 52 harnesses (Claude Code, Cursor, Codex, Copilot, Gemini CLI, OpenCode, Devin, and more) using ai-rulez. Use when configuring rules, context, skills, checks, hooks, permissions, domains, profiles, includes,…

Use when demonstrating

Deploy the service <safely> & roll back on failure.

Summarize a diff for review.

Deploy the service safely.

Explain this project's directory layout. Use when asked where code lives; not for build instructions.

Summarise merged pull requests into a changelog entry. Use when preparing release notes; not for writing code.

Rust code conventions covering edition 2024, cargo fmt/clippy, Result-based error handling, unsafe discipline, async with tokio, API-guideline naming, trait implementations, benchmarking, and security scanning. Load when writing or reviewing Rust code.

Navigate codebases and manage caches via the basemind CLI — outlines, symbol search, reference/caller lookups, git history, blame, and diffs. For headless scripting, CI, or when driving the CLI more efficiently than interactive MCP calls. Shares the same…

Find where code is defined and used without reading files — symbol search, file outlines, references, callers, call graphs, implementations, dependents, and indexed regex over content. Reach for it whenever the user asks "where is X defined", "what calls Y",…

Coordinate with other agents working the same repo via basemind's broker — scoped threads, a per-agent inbox, and two-tier messages. Reach for it whenever you start, finish, or hit a decision while collaborating, or to check whether another agent is already…

Diagnose and recover basemind when it isn't working — MCP tools missing or erroring, "no index" / "no indexed files", empty results that shouldn't be empty, or the MCP server seems dead. Runs CLI checks (no MCP server required) and gives the client-specific…

Semantic + full-text search over documents and the web via basemind's RAG store — PDFs, Office, HTML, email, images (OCR), plus scraped/crawled web pages, with cross-encoder reranking, keyword and named-entity (NER) filters, and per-document summaries. Reach…

Explore git history without shelling out to git — recent commits, commits touching a path, per-line and per-symbol blame, structural diffs across revisions, churn ranking, and a symbol's history over time. Reach for it whenever the user asks "what changed…

Build or refresh the basemind index by running `basemind scan` via the CLI. Use this when basemind reports "no index" / "no indexed files", when the MCP server isn't available, or after large changes when the index is stale. Works without the MCP server — it…

Navigate large or unfamiliar codebases via the basemind MCP server — outlines, symbol search, reference/caller lookups, commit history, blame, and diffs without reading source files. Reach for it whenever the user asks "where is X defined", "what calls Y",…

Build the project and report any errors

Auto-fix formatting and linting issues

Work in iterations with implementation rounds followed by critical review passes

Run all linters and formatters

Split tasks among subagents for parallel execution

Review current changes for correctness, style, and potential issues

Run the test suite and report results

development-workflow

Work in iterations with implementation rounds followed by critical review passes

Split tasks among subagents for parallel execution

project-architecture

usage-patterns-and-examples

Running poly lint / poly fmt — --fix, --format pretty|json|toon, --exclude, --config, exit codes, inline suppression, and the check → read-json → fix → re-check loop

The poly MCP server — the eleven tools and which are read-only vs mutating, the paths/exclude/config/format params, async Tasks for the whole-project phase, and the isError contract

Use poly as the single lint/format gate instead of invoking ruff/oxlint/rustfmt directly — one poly.toml, poly hooks install, poly migrate, CI via the Goldziher/poly setup Action

What poly is — the native, tree-sitter, native-toolchain, quality, and built-in-rule-pack tiers, language coverage, and when to reach for it

poly's coverage tiers (native / tree-sitter / native-toolchain / quality / built-in ast-grep pack), the per-file tier vs the whole-project phase (--no-workspace), staged isolation (ADR 0019), and hierarchical poly.toml in monorepos (ADR 0018)

Release/publish the spikard Rust core crate and CLI end-to-end. Load when releasing or publishing spikard — cutting a new version, tagging, running `gh release create`, and installing the released build locally. Covers version set via Taskfile, CHANGELOG…

Scaffold Spikard projects and generate code from OpenAPI, AsyncAPI, OpenRPC, GraphQL, and Protobuf schemas using the Spikard CLI or its MCP server. Use when building or updating Spikard-based apps, fixtures, test apps, or agent workflows that should prefer…

Inventory, preserve, lint and remove source comments using Uncomment's tree-sitter CLI or Rust library. Use for comment cleanup and preservation policies without changing comment-like text in strings.

Generate type-safe database access code from annotated SQL queries in 10 languages across 10 databases. Use when writing SQL with scythe annotations, configuring scythe.toml, choosing backends, linting/formatting SQL, or integrating scythe into a project.