radimsem

radimsem/remindb

Plugin Claude Code

Token-efficient agentic memory database — Claude Code plugin distribution.

radimsem/remindb

Agent Claude Code

Use when reviewing Go code changes in remindb (modified or staged files in pkg/, cmd/, internal/, or any .go file in the diff) for adherence to the project's .claude/rules/go-concise.md. Catches project-specific style violations that generic Go reviewers miss — empty-struct-with-methods pattern, "failed to :" error…

radimsem/remindb

Agent Claude Code

Use when reviewing changes to remindb's public MCP surface — anything in pkg/mcp/, pkg/mcp/tools/, or pkg/mcp/server.go, especially new/renamed/removed Memory tools, changes to handler signatures, return shapes, locking decisions, or defer d.logCall(...) attrs. Validates against .claude/rules/mcp-tool-conventions.md…

radimsem/remindb

Agent Claude Code

Use when reviewing changes to remindb's SQL migrations — any new file under migrations/ matching 000N.sql, any edit to an already-committed migration file, or any change to pkg/store/queries.go that adds queries against columns/tables created by recent migrations. Checks IF NOT EXISTS coverage, append-only discipline…

radimsem/remindb

Skill Claude CodeCodex

Use when adding a new scenario to remindb's benchmark suite — symptoms include "compare X tool against grep/cat", "add a token-savings benchmark for Y", "extend internal/bench/scenarios.go", "wire a new scenario into bench.Run", or any task that adds a row to the scenario / naive (tok) / remindb (tok) / saved output…

radimsem/remindb

Skill Claude CodeCodex

Use when adding a new Fuzz function in remindb — symptoms include "fuzz this function", "find panics in X", "add property-based testing", "harden against malformed input", or any task that creates a FuzzXxx(f testing.F) in a test.go. Also use when extending an existing fuzz target's seed corpus with new shape coverage.

radimsem/remindb

Skill Claude CodeCodex

Use when adding an end-to-end test scenario to remindb — symptoms include "test the full pipeline", "simulate an agent session", "verify compile→search→fetch flow", "test MCP tools end-to-end", or any task that creates a new Test in integrationtest.go / mcpintegrationtest.go at the repo root. Distinct from per-package…

radimsem/remindb

Skill Claude CodeCodex

Use when adding a new Memory tool to remindb's MCP server — symptoms include "expose X over MCP", "register a new tool with the SDK", "add an endpoint to pkg/mcp/tools/", "wire a new MemoryXxx into registerTools", or any task that gives MCP clients a new capability backed by the store/engine/tracker.

radimsem/remindb

Skill Claude CodeCodex

Use when adding a new file format to remindb's parser package — symptoms include "support .toml/.csv/.xml files", "ingest a new file type", "register an extension in ParseBytes", "wire up a new ContextNode source", or any task that touches pkg/parser/ to extend supported source formats.

radimsem/remindb

Skill Claude CodeCodex

Use when adding or modifying a SQL query against the SQLite store — symptoms include "add a method to Store", "new column on nodes", "expose X via the store", "add an index", "support a new lookup", "write a migration", or any change to pkg/store/queries.go, pkg/store/.go methods, or migrations/. Covers both the…

radimsem/remindb

Skill Claude CodeCodex

Use when changing any field in pkg/temperature/Config (DecayRate, AccessBoost, ColdThreshold, NotifyThreshold, TickInterval) or modifying decayFactor / Score / cold-node notification logic — symptoms include "tune the decay rate", "make notifications less noisy", "change the cold cutoff", "adjust the temperature…

radimsem/remindb

Instructions file

Instructions for radimsem/remindb, covering claude.md, project at a glance, code map, where to read first — don't grep, don't ls and tread carefully — pause before implementing.

radimsem/remindb

Plugin Claude Code

Token-efficient agentic memory database. Mounts remindb as an MCP server, exposing the Memory tool suite over a compiled SQLite view of the workspace.

radimsem/remindb

MCP server Claude CodeCodexCursor +2

MCP server "remindb" as configured in radimsem/remindb. Launched with remindb serve. Needs 2 environment variables to run.

radimsem/remindb

Skill Claude CodeCodex

Mechanism-level write path for a remindb MCP server. Two ways to persist memory by content shape — structural/multi-part content as a source file under $REMINDBSOURCE (compile plane → parsed node tree), a single text update via MemoryWrite (flat node, no parsing) — plus…

radimsem/remindb

Skill Claude CodeCodex

Front door for long-term memory backed by a remindb MCP server. Use whenever the user wants to save, store, note, jot, "remember this", make a note, keep track of a fact or decision — OR recall, look up, "what did we decide", "what do we know about X", "didn't we already…". Fires on the generic remember/recall intent…

radimsem/remindb

Skill Claude CodeCodex

Mechanism-level read path for a remindb MCP server — MemoryTree (orient), MemorySearch/MemoryFetch/MemoryFetchBatch (look up), MemoryDelta/MemoryDiff (resync), MemoryRelated (traverse), MemoryStats/MemoryHistory (inspect), passive remindb:// resources. Use when already driving remindb read tools and need…

radimsem/remindb

Skill Claude CodeCodex

Config-first setup wizard for a remindb MCP server — run it as /remindb-setup (interactive), /remindb-setup automode (hands-off), or /remindb-setup only-config (bridge hosts: author .remindb/ only, no env wiring). Two passes. First-time (no server attached yet): detect the host, author the .remindb/ config…

radimsem/remindb

Agent

Use this agent when reviewing checkout, payment intent, or webhook handling code. Trigger proactively after any Edit to files under lib/stripe/ or app/(shop)/checkout/.

radimsem/remindb

Command

Generate, review, and apply a drizzle migration with safety checks.

radimsem/remindb

Agent

Planning agent for harbor — produces numbered implementation plans with verification steps before any code is written.

radimsem/remindb

Agent

Targeted code review subagent for harbor — focuses on unsafe blocks, error handling, and tantivy schema drift.

radimsem/mithril

Skill Claude CodeCodex

Use when writing, reviewing, or editing Rust code in this project - applies iterator chains, Option/Result chaining, early returns, borrow-over-clone, and if-let simplifications per project conventions.

radimsem/mithril

Skill Claude CodeCodex

Use when implementing new execution tools for the Mithril MCP server - covers file placement, trait implementation, argument design, validation rules, elicitation, availability checks, and router wiring.