agentscope-ai

agentscope-ai/agentscope-java

Skill Claude CodeCodex

Produces a citation-grounded summary across one or more workspace source files for summaries, briefings, literature reviews, or comparisons.

agentscope-ai/agentscope-java

Skill Claude CodeCodex

Statistical data analysis skill — use when the user asks to analyze numbers, compute statistics, or summarize datasets.

agentscope-ai/agentscope-java

Skill Claude CodeCodex

Use when the user asks for a summary, TL;DR, or condensed version of any content.

agentscope-ai/ReMe

Instructions file CodexOpenCode

AGENTS.md instructions for agentscope-ai/ReMe, covering agents.md, project principles, sources of truth, repository map and development setup.

agentscope-ai/ReMe

Instructions file

Claude Code instructions for agentscope-ai/ReMe, a project described as: ReMe: Memory Management Kit for Agents - Remember Me, Refine Me.

agentscope-ai/ReMe

Plugin Claude Code

Plugin marketplace listing 1 plugin: reme.

agentscope-ai/ReMe

Plugin Claude Code

File-native long-term memory for Claude Code, backed by a running ReMe MCP server. A memory skill recalls long-term knowledge on demand; recording is automatic via a Stop hook that records each session in the background.

agentscope-ai/ReMe

MCP server Claude CodeCodexCursor +2

MCP server "reme", hosted remotely at 127.0.0.1, as configured in agentscope-ai/ReMe.

agentscope-ai/ReMe

Hook

Runs when the agent finishes a response, executing auto_memory.py via python3. From agentscope-ai/ReMe.

agentscope-ai/ReMe

Skill Claude CodeCodex

Use ReMe as file-native long-term memory in Claude Code. RECALL — search ReMe before answering questions about past conversations, preferences, project history, or decisions.

agentscope-ai/ReMe

Skill Claude CodeCodex

A tool for sending DingTalk messages through either a group Webhook robot or an internal enterprise robot. DingTalk is a workplace messaging platform.

agentscope-ai/ReMe

Skill Claude CodeCodex

A file-based long-term memory system with daily notes and a main memory file for important facts, decisions, preferences, and project details.

agentscope-ai/ReMe

Skill Claude CodeCodex

Set up and use ReMe as a file-native long-term memory system through the reme CLI. Use when an Agent needs to detect whether ReMe is installed or running, install and configure ReMe, start or verify its local service, retrieve prior context, or write and consolidate durable memory.

agentscope-ai/ReMe

Skill Claude CodeCodex

Search the public web through Serper instead of the built-in WebSearch tool. Use when an agent needs current information, general web sources, or URLs not available from local files and project APIs. SERPERAPIKEY is available in the environment.

agentscope-ai/ReMe

Skill Claude CodeCodex

A Chinese-language workflow for researching financial and market data through Tushare, a data service covering Chinese stocks and related economic information. It turns natural-language questions into steps for retrieving, cleaning, comparing, filtering, exporting, and briefly analysing data.

agentscope-ai/agentscope-runtime

Instructions file GitHub Copilot

Instructions for agentscope-ai/agentscope-runtime, covering agentscope runtime code review guide, 1. code quality, 2. [must] code security, 3. [must] testing & dependencies and 4. code standards.

agentscope-ai/OpenJudge

Skill Claude CodeCodex

Automatically evaluate and compare multiple AI models or agents without pre-existing test data. Generates test queries from a task description, collects responses from all target endpoints, auto-generates evaluation rubrics, runs pairwise comparisons via a judge model, and produces win-rate rankings with reports and…

agentscope-ai/OpenJudge

Skill Claude CodeCodex

Verify a BibTeX file for hallucinated or fabricated references by cross-checking every entry against CrossRef, arXiv, and DBLP. Reports each reference as verified, suspect, or not found, with field-level mismatch details (title, authors, year, DOI). Use when the user wants to check a .bib file for fake citations…

agentscope-ai/OpenJudge

Skill Claude CodeCodex

Detect whether an API endpoint is backed by genuine Claude (not a wrapper, proxy, or impersonator) using 9 weighted rule-based checks that mirror the claude-verify project. Also extracts injected system prompts from providers that override Claude's identity. Fully self-contained — copy the code below and run, no extra…

agentscope-ai/OpenJudge

Skill Claude CodeCodex

Use when the user wants to build an evaluation system for an LLM/agent application but doesn't know where to start — they have traces, prompts, RAG pipelines, or nothing at all. Also use when the user mentions evaluation, eval, benchmarking, testing LLM quality, measuring agent performance, assessing RAG accuracy, or…

agentscope-ai/OpenJudge

Skill Claude CodeCodex

Use when the user needs to design evaluation datasets, create test cases, stratify samples, generate adversarial examples, extract eval dimensions from traces/specs, or build a labeled evaluation set. Also use when the user mentions test data design, eval coverage, difficulty stratification, synthetic data generation…

agentscope-ai/OpenJudge

Skill Claude CodeCodex

Use when the user has evaluation principles or a dataset but needs help choosing the right graders, designing evaluation metrics, creating LLM-as-judge prompts, combining multiple metrics into a composite score, or building an automated evaluation pipeline. Also use when the user mentions grader selection, metric…

agentscope-ai/OpenJudge

Skill Claude CodeCodex

Use when the user has a judge/grader and human-labeled data, and wants to measure how well the judge agrees with humans, detect systematic biases, determine whether automatic evaluation can replace human review, or build a human-reduction roadmap. Also use when the user mentions calibration, TPR/TNR, judge validation…

agentscope-ai/OpenJudge

Skill Claude CodeCodex

Use when the user has run multiple evaluation skills and wants a comprehensive analysis — maturity assessment, cross-skill signals, trends, prioritized actions, and an executive summary. Also use when the user mentions eval health check, evaluation audit, ship readiness, evaluation maturity, or "how good is my…