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Run and monitor OpenClaw release validation, including live provider checks and installation or update tests. Diagnose failing jobs, manage targeted retries, and summarize evidence for the release operator’s decision.

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• Validate an OpenClaw release candidate
• Investigate and retry failed CI jobs
• Check live provider credentials and inference access

Test OpenClaw on Telegram's Test Server through a real user account. Record replies, edits, deletions, reactions, and typing to verify user-visible behavior, with actual Telegram client screenshots required when checking visual results.

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• Verifying replies and commands in direct messages
• Testing group mentions, topics, and reactions
• Tracking message edits, deletions, and typing

根据OpenClaw的变更选择测试和检查，调查失败原因，涵盖本地验证、依赖特定环境的检查，以及转交相应流程的发布验证。

• 为源代码变更选择验证方式
• 复现缺陷并验证修复
• 调查CI失败原因

Set up an OpenClaw chat channel and verify delivery with a real test message. Keep tokens out of exposed settings, preserve approved access restrictions, and identify configuration or connection problems.

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• Setting up a Telegram bot connection
• Checking whether test messages arrive
• Investigating chat channel connection failures

在OpenClaw的QA Lab中验证Telegram草稿与最终消息的送达顺序，通过QA Channel和实际Telegram插件运行同一场景。

• 检查Telegram草稿与最终消息的送达
• 通过QA Channel验证消息流程
• 通过实际Telegram插件运行验证

使用模拟环境或真实服务运行OpenClaw质量验证场景，调查并修复失败原因、检查结果报告，还可比较多个模型的表达方式和角色表现。

• 在模拟环境或真实服务中运行质量验证
• 调查失败场景并重新验证
• 比较多个模型的角色表现

Schedule and publish social posts across multiple platforms through SocialClaw. Upload media, prepare campaign schedules, validate them before publishing, and check delivery status using connected accounts and a single workspace API key.

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• Scheduling a campaign across multiple platforms
• Uploading images and other media for posts
• Validating a posting schedule before publishing

Search Shop products by delivery destination, price, size, or image, then prepare checkout. With sign-in, review order tracking and return information, or find past purchases and prepare a reorder using current product details.

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• Finding products within a budget that ship to your country
• Searching for similar products using a photo
• Checking delivery progress and return information

Set up and operate Hermes Agent across terminal, desktop, and messaging interfaces. This guide covers model configuration, themes, extensions, and coordination of independent agent instances, with references for task-specific settings and troubleshooting.

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• Set up Hermes Agent and choose a model
• Connect messaging services
• Customize themes and interface extensions

Look up addresses and coordinates, find nearby places, and check routes, travel times, and local timezones. Use open map data to gather location details for trips, local searches, or area research.

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• Find cafes or pharmacies near a location
• Check routes and travel times between places
• Convert place names to coordinates and back

Create engineering retrospectives from Git history, covering delivered changes, work patterns, test code ratios, and frequently changed files. Review individual contributions and improvement opportunities, save metrics, and compare results with earlier periods.

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• Summarizing a week of engineering work
• Reviewing individual contributions and improvement opportunities
• Checking test ratios and frequently changed files

Build a floating contact widget as a single HTML file, with a welcome screen, social links, meeting booking link, and offline form. The message field provides an interface that can optionally connect to a backend.

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• Adding a contact widget to a portfolio
• Grouping social links and meeting booking
• Showing a contact form while unavailable

Turn chat transcripts or screenshots into animated message overlays. Configure app-style containers, avatars, nicknames, and device frames, then prepare transparent videos or editable project files for short clips, demonstrations, and story reenactments.

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• Animated chat scenes for short videos
• Message overlays for product demonstrations
• Chat-based story reenactments

Customize what claude-mem remembers by defining note categories and reusable tags through a guided conversation. Install and activate the configuration, verify it appears in startup context, and optionally set up Telegram alerts for selected notes.

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• Tailor memory categories to work or study
• Define what to record and what to skip
• Receive Telegram alerts for selected notes

Retrieve recorded protests, riots, strikes, and other civil unrest by country and time range. Review events sorted by severity and recency, with details such as location, reported fatalities, confidence, and source links.

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• Review recorded unrest in a particular country
• Check protest and strike events from the past week
• Prepare a situation report with source references

Plan creator partnerships from partner selection and compensation to content briefs, sponsorship disclosures, and performance measurement. The skill covers one-off sponsorships and ongoing ambassador programs, focusing on audience fit and qualified outcomes such as leads or purchases.

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• Find and assess suitable creator partners
• Define fees, deliverables, and content usage rights
• Prepare creator briefs and disclosure checks

Automate daily literature discovery across multiple academic sources. Score and select relevant papers, read abstracts or full texts, deliver structured digests through messaging platforms, and archive classified notes while removing duplicate records.

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• Receive a daily digest of relevant research papers
• Rank candidate papers against research priorities
• Archive literature notes without duplicate records

Manage access to a Telegram channel integration by approving pairing codes, updating allowed users, and setting direct-message and group policies. Check pending requests and adjust reply behavior through configuration files read by the channel server.

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• Approve or deny a Telegram pairing request
• Review and update allowed users
• Change direct-message access policies

Set up a Telegram bot channel for reaching the assistant. Save or remove the bot token, inspect configuration and pending access requests, and get guidance on limiting contact to an approved list of senders.

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• Saving a Telegram bot token for initial setup
• Checking token settings and pending pairing requests
• Reviewing who can contact the assistant

Publish and schedule content across social platforms through the SocialClaw API. Supports adapting copy for each channel, attaching reusable images or videos, coordinating campaigns, and retrieving engagement metrics such as impressions, clicks, and reactions.

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• Scheduling a launch announcement across social platforms
• Preparing a five-day content series
• Reusing images and videos across posts

Configure OMC notifications for Telegram, Discord, or Slack through guided questions. Choose events such as session completion or requests for input, set destinations and mentions where supported, and optionally send a test message to check delivery.

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• Receiving alerts when a session finishes
• Getting notified when Claude needs input
• Setting Discord or Slack notification mentions

Collect financial discussions from Twitter/X, Telegram, Discord, and Reddit, then measure sentiment and discussion volume. Use the resulting data to study market attention, distinguish author groups, and test whether social signals relate to future returns.

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• Compare bullish and bearish sentiment around a stock
• Detect unusual increases in discussion volume
• Track discussion in crypto project communities

Assess market sentiment using fear and greed measures, options activity, margin trading, foreign investment flows, and social media discussion. Combine indicators on a common scale to produce a dashboard and explain signs of excessive optimism or fear.

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• Create a market sentiment dashboard
• Compare Put-Call Ratio with VIX
• Review Chinese A-share margin activity and foreign investment flows

Configure OMX alerts for session events through Discord, Telegram, Slack, OpenClaw, or custom integrations. Choose notification events, adjust detail and idle intervals, and check configuration validity and delivery with the required tests.

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• Sending session completion alerts to Discord or Slack
• Receiving requests for input through Telegram
• Adjusting notification detail and idle cooldowns