RAG and vectors

2,086 mods in this category, of every kind an agent can take. Each one carries what it costs per session, what the scan found, and whether it is the original.

FastGPT AGENTS.md

25

labring/FastGPT

Instructions file CodexOpenCode

Project instructions for FastGPT, an application for building AI workflows. They describe its overview, design documents, architecture, and package-level code.

not rated 30k +34 changed today A 2,651 tokens

WrenAI

26

Canner/WrenAI

Settings file Claude Code

Agent settings declaring 13 allowed tools.

not rated 17k today A tokens not measured

WrenAI AGENTS.md

27

Canner/WrenAI

Instructions file CodexOpenCode

AGENTS.md instructions for Canner/WrenAI: Repository-wide instructions live in .claude/CLAUDE.md. Please refer to that file for shared build commands, architecture, and conventions.

not rated 17k today A 123 tokens

dlt-connector

28

Canner/WrenAI

Skill Claude CodeCodex

Connect SaaS data (HubSpot, Stripe, Salesforce, GitHub, Slack, etc.) to Wren Engine for SQL analysis. Guides the user through the full flow: install dlt, pick a SaaS source, set up credentials, run the data pipeline into DuckDB, then auto-generate a Wren semantic project from the loaded data. Use this skill whenever…

not rated 17k today A 158 tokens

enrich-context

29

Canner/WrenAI

Skill Claude CodeCodex

Augment a Wren project with business context that DB schema cannot carry — enum value meanings, units (USD vs cents, ms vs sec), NULL semantics, magic sentinels (-1 = unknown), soft-delete default filters, business synonyms, time-grain / TZ conventions, cross-system identifiers, currency rules, canonical-table…

not rated 17k today A 347 tokens

usage

30

Canner/WrenAI

Skill Claude CodeCodex

Wren Engine CLI workflow guide for AI agents. Answer data questions end-to-end using the wren CLI: gather schema context, recall past queries, write SQL through the MDL semantic layer, execute, and learn from confirmed results. Use when: user asks a data question, requests a report or analysis, asks about metrics…

not rated 17k today A 156 tokens

memori-mcp-usage

31

MemoriLabs/Memori

Skill Claude CodeCodex

Use when an MCP-connected agent should use Memori tools for targeted recall, summaries, post-compaction briefs, durable memory augmentation, quota checks, signup, feedback, preferences, prior context, or cross-session continuity.

not rated 16k +30 today A 50 tokens

memori

32

MemoriLabs/Memori

Skill Claude CodeCodex

Ambient Memori long-term memory for Claude Code via local Bash. MUST TRIGGER on essentially every non-trivial user turn: run recall before drafting any substantive response, whether or not the user mentioned memory, a prior session, or past work. The default is to check memory first; do not wait to be asked. Always…

not rated 16k +30 today A 194 tokens

memori

33

MemoriLabs/Memori

Skill Claude CodeCodex

You have access to Memori, agent-native memory infrastructure: an LLM-agnostic layer that structures memory from not just natural language, but also from agent trace that comes from execution.

not rated 16k +30 today A 0 tokens

ponytail

34

MODSetter/SurfSense

Cursor rule Cursor

Ponytail, lazy senior dev mode. Always pick the simplest solution that works.

not rated 16k +17 today A 578 tokens

MODSetter/SurfSense

Skill Claude CodeCodexCursor

A pre-publication checklist for judging content quality, including whether information is useful, credible, and supported by expertise and evidence.

not rated 16k +17 today A 36 tokens

emil-design-eng

36

MODSetter/SurfSense

Skill Claude CodeCodexCursor

This skill encodes Emil Kowalski's philosophy on UI polish, component design, animation decisions, and the invisible details that make software feel great.

not rated 16k +17 today A 35 tokens

playwright-testing

37

MODSetter/SurfSense

Skill Claude CodeCodexCursor

Use when writing Playwright tests, fixing flaky tests, debugging failures, implementing Page Object Model, configuring CI/CD, optimizing performance, mocking APIs, handling authentication or OAuth, testing accessibility (axe-core), file uploads/downloads, date/time mocking, WebSockets, geolocation, permissions…

not rated 16k +17 today A 211 tokens

MODSetter/SurfSense

Cursor rule

name: avoid-source-deduplication description: Preserve unique source entries in search results to maintain proper citation tracking globs: ['/connectorservice.py', '/searchservice.py'] alwaysApply: true.

not rated 16k +17 today A 185 tokens

MODSetter/SurfSense

Cursor rule

name: consistent-container-image-sources description: Maintain consistent image sources in Docker compose files using authorized registries globs: ['/docker-compose.yml', '/docker-compose..yml'] alwaysApply: true.

not rated 16k +17 today A 165 tokens

skill-seekers

40

yusufkaraaslan/Skill_Seekers

Plugin Claude Code

Bundles 1 skill, 3 commands · 79 tokens together

Transform 18 source types (docs, GitHub, PDFs, videos, Jupyter, Confluence, Notion, Slack, and more) into AI-ready skills and RAG knowledge for 21+ AI platforms.

not rated 15k +18 4d ago A tokens not measured original MIT

gpt-image-2

41

ConardLi/garden-skills

Skill Claude CodeCodex

A skill for generating or editing images with GPT Image 2 across local, host-provided, or advisory setups.

not rated 12k +257 1mo ago A 177 tokens original MIT

code-reviewer

42

MemTensor/MemOS

Agent Claude Code

Code-review sub-agent. Reviews MemOS diffs for contract consistency, Ruff / typing / optional-dependency handling, and test evidence; returns APPROVE or CHANGESREQUESTED.

not rated 11k +50 today A 40 tokens original Apache-2.0

design-reviewer

43

MemTensor/MemOS

Agent Claude Code

Design-review sub-agent. Reviews design docs across the four dimensions of architecture, interface, performance, and security, covering MemOS's multi-memory / multi-storage backend constraints.

not rated 11k +50 today A 38 tokens original Apache-2.0

integration-tester

44

MemTensor/MemOS

Agent Claude Code

MemOS integration-testing sub-agent. Authors and executes pytest cases under tests/ based on the task's requirements and design, and emits real test reports.

not rated 11k +50 today A 34 tokens original Apache-2.0

MemOS AGENTS.md

45

MemTensor/MemOS

Instructions file CodexOpenCode

AGENTS.md instructions for MemTensor/MemOS, covering agents.md, project overview, repository layout, command cheatsheet and core api.

not rated 11k +50 today C 2,750 tokens original Apache-2.0

MemOS CLAUDE.md

46

MemTensor/MemOS

Instructions file

Claude Code instructions for MemTensor/MemOS, covering claude.md, claude code entry, sub-agents and project knowledge.

not rated 11k +50 today A 284 tokens original Apache-2.0

MemTensor/MemOS

Skill Claude CodeCodex

Control browser automation through HTTP API. Supports page navigation, element interaction (click, type, select), data extraction, accessibility snapshot analysis, screenshot, JavaScript execution, and batch operations.

not rated 11k +50 today A 42 tokens original Apache-2.0

ask-user-question

48

MemTensor/MemOS

Skill Claude CodeCodex

Ask users questions via the UI. Use when you need clarification, user preferences, or confirmation before proceeding. The user CANNOT see CLI output - this tool is the ONLY way to communicate with them.

not rated 11k +50 today A 44 tokens original Apache-2.0

At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: