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Record a learned design constraint from a correction into the project brief. Invoke when the user asks for remember on their UI, or mentions 'remember' alongside design / UI / frontend work.
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Conducts privacy auditing of AI models including training data extraction testing, membership inference attacks, model inversion testing, and attribute inference assessment. Uses ML Privacy Meter and related tools to quantify privacy leakage. Keywords: model audit, membership inference, privacy meter, model inversion, training data extraction.
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Defines God Committee member behavior and responsibilities with oversight authority. Use when operating as a committee member. Triggers on: god committee, committee observation, council discussion.
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Sets up a file-based memory system so Cowork always knows who you are, how you work, and where your projects stand. For eliminating repetitive re-introductions at session start, when building persistent context across multiple projects, or during initial Cowork onboarding. Use when the user says "claude doesn't remember me", "memory system", "persistent context", "why does it forget", "remember my preferences", "I keep re-explaining myself", or "how do I make Claude remember things".
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Design the engagement model for an Experience Cloud community: reputation levels, ideation, and content contribution strategy. Triggers: 'community engagement strategy', 'gamification Experience Cloud', 'reputation levels setup', 'ideation community portal', 'member recognition program'. NOT for blocking, flagging or approving what members post — use admin/experience-cloud-moderation. NOT for measuring logins, page views or engagement after launch — use data/community-analytics-data. Also covers: the Network reputation elements that carry the ladder (enableReputation, reputationLevels/level/label/lowerThreshold, reputationPointsRules/pointsRule/eventType/points), the 16 documented reputation eventType values and their default points, ManagedTopics / ManagedTopic (Navigational vs Featured, position 0-24), NetworkMember.ReputationPoints seeding, and why FeedItem cannot carry the engagement dashboard.
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Retired. Project orientation moved to the remember skill (`/remember --project <name>` with no query). Use remember instead.
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Locate CBaseEntity::m_iTeamNum in CS2 server.dll / libserver.so via IDA Pro MCP and emit a fresh, minimal-unique signature or offset for the local gamedata entry "CBaseEntity::m_iTeamNum" (symbol CBaseEntity_m_iTeamNum). This is a STRUCT MEMBER OFFSET (schema netvar), not a function. Resolve the CBaseEntity class layout via the schema/network system; the member must satisfy natural alignment. Cross-check with functions that dereference the member. Trigger: CBaseEntity_m_iTeamNum, CBaseEntity::m_iTeamNum
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根据提交历史、工作模式和代码质量指标回顾一周的开发工作，整理成员贡献、值得肯定之处和改进方向，并追踪历次回顾中的趋势。
通过对话设计claude-mem的记录类型和标签，使其适合工作或学习。支持安装、启用和验证配置，也可选择为特定记录设置Telegram通知。
Manage Clockify time tracking from Claude Code with natural language requests. Create, retrieve, or delete time entries, start timers, check running entries, and view workspaces and members for reporting, activity reviews, and invoice preparation.
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Review and implement dark mode using CSS variables and the user's operating system preference. Check fixed colors, contrast, responsive layouts, and interaction states, with guidance for adding a manual theme switch that remembers the user's choice.
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Move useful memory notes and MCP server settings from Claude Code or Codex into Muse Code. MCP servers connect agents to external tools; the skill checks compatibility and reports settings that need attention.
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Answer questions about an agent's capabilities, memory, connected services, rules, and previous work by inspecting its actual files and workspace. Distinguish observed facts from inference and explain when evidence is missing, outdated, or incomplete.
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Plan and improve customer or fan communities with platform recommendations, launch plans, welcome journeys, recurring activities, and ambassador programs. The skill also reviews participation metrics to identify where members disengage and suggest practical priorities for community managers.
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Guide a new Multica member from an initial conversation to a confirmed task running as an issue. Mika shapes a concrete goal, previews the plan, starts approved work, and explains where to follow progress and results.
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Store preferences, task lessons, and procedure outcomes in Hindsight, then retrieve relevant context before starting new work. It records detailed observations and can synthesize past experience into guidance for approaching the next task.
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Store team conventions, troubleshooting notes, and project knowledge on a self-hosted Hindsight server. Retrieve relevant context before new tasks and draw on recorded experiences, including successful procedures, failed attempts, and individual preferences attributed to specific people.
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Create a specialized Claude Code subagent with Hindsight long-term memory. Start with an empty agent or import prepared documents, then equip it with knowledge pages and memory search to reuse information across sessions.
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Automate Asana work through Rube MCP, a connection that lets an agent use external tools. Create and find tasks, set assignees and deadlines, organize projects and sections, and look up teams and workspace members.
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Design agent memory that preserves facts, preferences, and conversation history across sessions. Plan storage, retrieval, and retention separately for each organization or user, with checks for unauthorized access, outdated information, conflicting records, and retrieval quality.
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Review and rewrite architecture decision records, documents that explain design choices, from a newcomer’s perspective. Identify missing context, buried decisions, and temporary details, then reorganize each document so future readers can follow the reasoning.
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Use OpenViking MCP tools to retrieve relevant knowledge before substantial tasks and save lasting preferences, decisions, and lessons during or after work. Import documents as searchable resources so later tasks can draw on previous findings.
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Clarify decision reasoning and combine multiple perspectives into explanations suited to the audience. Helps refine PR descriptions, design notes, and nontechnical summaries while making assumptions, tradeoffs, and uncertainty explicit.
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Write consistent XML documentation comments for C# types and public members. Follow specific rules for summaries, parameters, return values, properties, exceptions, examples, and inherited documentation so API behavior and usage are clearly described alongside the code.
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