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agentscope-ai
GitHub creator profile

agentscope-ai

Repository-level view of 102 collected skills across 10 GitHub repositories, including approximate occupation coverage.

skills collected
102
repositories
10
occupation fields
4
updated
2026-05-23
repository map

Where the skills live

Top repositories by collected skill count, with their share of this creator catalog and occupation spread.

Showing the top 8 repositories here; full repository list continues below.
repository explorer

Repositories and representative skills

#001
HiClaw
44 skills4.6k553updated 2026-05-23
43% of creator
communication
Customer Service Representatives

Use before sending @mentions, deciding whether to reply, TASK_COMPLETED, BLOCKED, QUESTION, direct answers, loop prevention, or suppressing low-information acknowledgements.

2026-05-23
file-sharing
Network & Computer Systems Administrators

Use before direct filesync calls, reading non-task shared files, pushing mid-task progress, or troubleshooting missing shared files. Do not use for normal task acceptance or submission; taskflow ack_task and submit_task handle lifecycle sync internally.

2026-05-23
find-skills
Software Developers

Discover and install agent skills from the open ecosystem. Use when you encounter an unfamiliar domain, framework, or workflow that you lack specialized knowledge about, or when your coordinator suggests searching for skills before starting a task.

2026-05-23
organization
Project Management Specialists

Use only when you need to look up team topology, worker phase, runtime state, or identity that is NOT available from the current message context. Do not use for standard task flows — the coordinator is the message sender, and the task room is in meta.json.room_id.

2026-05-23
task-management
Project Management Specialists

Use before any Worker taskflow call or assigned-task workflow, including reading task state, acknowledging a task, executing a task, tracking progress, handling blockers/questions, submitting structured results, or reporting completion. Always use this skill when the message mentions assigned task, task ID, shared/tasks, spec.md, meta.json, result.md, deliverables, BLOCKED, REVISION_NEEDED, SUCCESS, submit_task, or ack_task.

2026-05-23
project-management
Project Management Specialists

Use when admin asks to start a multi-worker project, when a Worker @mentions you with task completion in a project room, when project plan changes are needed, or when a blocked task needs resolution.

2026-05-23
task-management
Project Management Specialists

Use when admin gives a task to delegate to a Worker, when a Worker reports task completion, when managing recurring scheduled tasks, or when you need to check worker availability.

2026-05-23
communication
First-Line Supervisors of Office & Administrative Support Workers

Use before sending or suppressing any Leader message to Workers, Manager, or Team Admin. Always use this skill for cross-room Matrix messages, @mention decisions, task assignment notifications, structured status reports, completion reports, blocker/revision messages, questions, requester updates, or when deciding whether a same-room reply is enough.

2026-05-22
Showing top 8 of 44 collected skills in this repository.
#002
QwenPaw
30 skills16.9k2.5kupdated 2026-05-19
29% of creator
make-skill
Software Developers

Use this skill when sedimenting a session into a reusable workspace skill. Triggers when the user wants to turn the current conversation, workflow, or troubleshooting path into a SKILL.md. Phrases like 'turn this into a skill', 'remember how I did X', 'save this workflow', 'make a skill from this', and any /make-skill <focus> invocation should fire this skill.

2026-05-19
make-skill
Software Developers

用于把当前会话沉淀为可复用的 workspace skill。当用户希望把当前对话、工作流或排错路径写成 SKILL.md 时触发。触发表达包括「把这个变成 skill」「记住我是怎么做 X 的」「保存这个工作流」「make a skill from this」以及任何 /make-skill <focus> 调用。

2026-05-19
cron
Software Developers

Use this skill only for scheduled or recurring tasks. Manage jobs with qwenpaw cron list/create/get/state/pause/resume/delete/run, and always pass --agent-id explicitly.

2026-05-15
cron
Software Developers

仅在需要未来定时执行或周期执行任务时,使用本 skill。使用 qwenpaw cron list/create/get/state/pause/resume/delete/run 管理任务,并始终显式传入 --agent-id。

2026-05-15
guidance
Computer User Support Specialists

Answer user questions about QwenPaw installation and configuration: first locate and read local documentation, then distill the answer; if local information is insufficient, fall back to the official website documentation.

2026-05-14
guidance
Computer User Support Specialists

回答用户关于 QwenPaw 安装与配置的问题:优先定位并阅读本地文档,再提炼答案;若本地信息不足,兜底访问官网文档。

2026-05-14
qa-source-index
Software Developers

Maps topics and keywords from user questions to QwenPaw official documentation paths and common source code entry points, reducing blind searching. Intended for the built-in QA Agent to quickly identify which files to read when answering questions about installation, configuration, skills, MCP, multi-agent, memory, CLI, etc.

2026-05-14
qa-source-index
Software Quality Assurance Analysts & Testers

将用户问题中的主题、关键词映射到 QwenPaw 官方文档路径与常见源码入口,减少盲目搜索。适用于内置 QA Agent 在回答安装、配置、技能、MCP、多智能体、记忆、CLI 等问题时快速选定要读的文件。

2026-05-14
Showing top 8 of 30 collected skills in this repository.
#003
OpenJudge
9 skills61952updated 2026-04-17
8.8% of creator
mmx-cli
Software Developers

Generate text, images, video, speech, and music via the MiniMax AI platform. Covers text generation (MiniMax-M2.7 model), image generation (image-01), video generation (Hailuo-2.3), speech synthesis (speech-2.8-hd, 300+ voices), music generation (music-2.6 with lyrics, cover, and instrumental), and web search. Use when the user needs to create AI-generated multimedia content, produce narrated audio from text, compose music, or search the web through MiniMax AI services.

2026-04-17
rl-reward
Software Developers

Build RL reward signals using the OpenJudge framework. Covers choosing between pointwise and pairwise reward strategies based on RL algorithm, task type, and cost; aggregating multi-dimensional pointwise scores into a scalar reward; pairwise tournament reward for GRPO on subjective tasks (net win rate across group rollouts); generating preference pairs for DPO/RLAIF; and normalizing scores for training stability. Use when building reward models, scoring rollouts for GRPO/REINFORCE, generating preference data for DPO, or doing Best-of-N selection.

2026-03-16
openjudge
Software Quality Assurance Analysts & Testers

Build custom LLM evaluation pipelines using the OpenJudge framework. Covers selecting and configuring graders (LLM-based, function-based, agentic), running batch evaluations with GradingRunner, combining scores with aggregators, applying evaluation strategies (voting, average), auto-generating graders from data, and analyzing results (pairwise win rates, statistics, validation metrics). Use when the user wants to evaluate LLM outputs, compare multiple models, design scoring criteria, or build an automated evaluation system.

2026-03-10
paper-review
Software Developers

Review academic papers for correctness, quality, and novelty using OpenJudge's multi-stage pipeline. Supports PDF files and LaTeX source packages (.tar.gz/.zip). Covers 10 disciplines: cs, medicine, physics, chemistry, biology, economics, psychology, environmental_science, mathematics, social_sciences. Use when the user asks to review, evaluate, critique, or assess a research paper, check references, or verify a BibTeX file.

2026-03-10
claude-authenticity
Computer Occupations, All Other

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 packages beyond httpx. Use when the user wants to verify a Claude API key or endpoint, check if a third-party Claude service is authentic, audit API providers for Claude authenticity, test multiple models in parallel, or discover what system prompt a provider has injected.

2026-03-10
find-skills-combo
Software Developers

Discover and recommend **combinations** of agent skills to complete complex, multi-faceted tasks. Provides two recommendation strategies — **Maximum Quality** (best skill per subtask) and **Minimum Dependencies** (fewest installs). Use this skill whenever the user wants to find skills, asks "how do I do X", "find a skill for X", or describes a task that likely requires multiple capabilities working together. Also use when the user mentions composing workflows, building pipelines, or needs help across several domains at once — even if they only say "find me a skill". This skill supersedes simple single-skill search by decomposing the task into subtasks and assembling an optimal skill portfolio.

2026-03-09
bib-verify
Software Developers

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, validate references in a paper, or audit bibliography entries for accuracy.

2026-03-06
auto-arena
Software Quality Assurance Analysts & Testers

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 charts. Supports checkpoint resume, incremental endpoint addition, and judge model hot-swap. Use when the user asks to compare, benchmark, or rank multiple models or agents on a custom task, or run an arena-style evaluation.

2026-03-05
Showing top 8 of 9 collected skills in this repository.
#004
agentscope-java
7 skills3.2k691updated 2026-03-30
6.9% of creator
data-report
Data Scientists

Use this skill when the task involves analyzing data to compute statistics, aggregations, or summaries, and presenting the results as a report. Suitable for tasks like "summarize this dataset", "calculate averages and totals", "generate a weekly sales report", or "show me trends in this data". Do NOT use for simple format conversion between file types.

2026-03-30
data-transform
Software Developers

Use this skill when the task involves converting or reformatting structured data between file formats such as CSV, JSON, XML, or YAML. Suitable for tasks like "convert this CSV to JSON", "reformat my data file", or "change the file format of this dataset". Do NOT use for statistical analysis, aggregation, or report generation.

2026-03-30
git-changelog
Software Developers

Use this skill when the task involves generating a changelog, release notes, or commit summary from a Git repository's history. Suitable for tasks like "generate a changelog for v2.0", "summarize what changed since last release", or "create release notes from git commits". Requires access to a Git repository.

2026-03-30
image-resize
Software Developers

Use this skill when the task involves resizing, scaling, or compressing image files. Suitable for tasks like "resize these photos to 800px wide", "compress images to reduce file size", or "batch scale all JPEGs in a folder". Only relevant for image processing tasks — do NOT use for data files, text, or non-image tasks.

2026-03-30
log-parser
Software Developers

Use this skill when the task involves inspecting, searching, or extracting information from application log files. Suitable for tasks like "my application is crashing and I need to find the errors", "scan these logs for warnings", "extract all exceptions from this log file", or "find slow requests in my server logs". Triggered by debugging, incident investigation, or log analysis needs.

2026-03-30
calculation-skill
Software Developers

A skill for mathematical calculations

2026-01-14
writing-skill
Technical WritersWriters & Authors

A skill for writing and content creation

2026-01-14
#006
agentscope
2 skills25.5k2.8kupdated 2026-01-29
2.0% of creator
#007
skills
2 skills11213updated 2026-04-08
2.0% of creator
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