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endings
endings
Diagnose weak endings, rushed resolutions, and arbitrary conclusions. Use when stories build well but end disappointingly, when climax feels unearned, or when…
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sentry-setup-logging
sentry-setup-logging
Setup Sentry Logging in any project. Use when asked to add Sentry logs, enable structured logging, capture console logs, or integrate logging libraries…
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clr-activation-debugging
clr-activation-debugging
Diagnoses .NET Framework CLR activation issues using CLR activation logs (CLRLoad logs) produced by mscoree.dll. Use when: the shim picks the wrong runtime, fails to load any runtime, shows unexpected .NET 3.5 Feature-on-Demand (FOD) dialogs, unexpectedly does NOT show FOD dialogs, loads both v2 and v4 into the same process causing failures, or any time someone is wondering "what is happening with .NET Framework activation?"
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table-tone
table-tone
Diagnose and calibrate tonal delivery for tabletop RPG sessions. Use when narration feels flat, tone shifts jarringly, descriptions overwhelm play, or energy…
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sf-ai-agentforce-grid
sf-ai-agentforce-grid
Use this skill whenever users want to build, inspect, debug, automate, or publish workflows in Agentforce Grid (AI Workbench) using Salesforce plus the Grid…
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knowledge-extractor
knowledge-extractor
Extracts key learnings from conversations, debugging sessions, and failed attempts. Use at session end or after solving complex problems to capture insights. Stores discoveries in memory (via amplihack.memory.discoveries), suggests PATTERNS.md updates, and recommends new agent creation. Ensures knowledge persists across sessions via Kuzu memory backend.
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敏捷协调员
agile-coordinator
编排多个工作代理以实现已梳理的任务。适用于多个就绪任务需要实现、需要自主多任务…
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分析 MLflow 跟踪
analyzing-mlflow-trace
分析单个 MLflow 跟踪记录以回答用户的相关查询。当用户提供跟踪 ID 并要求调试、调查、查找问题或进行根因分析时使用。
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dependency-updater
dependency-updater
Smart dependency management for any language. Auto-detects project type, applies safe updates automatically, prompts for major versions, diagnoses and fixes…
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devcontainer
devcontainer
Diagnose devcontainer configuration problems and guide development environment setup. This skill should be used when the user asks to 'set up devcontainer',…
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incident-response
incident-response
Use when a security incident has been detected or declared and needs classification, triage, escalation path determination, and forensic evidence collection.…
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denario
denario
Multiagent AI system for scientific research assistance that automates research workflows from data analysis to publication. This skill should be used when…
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product-manager-skills
product-manager-skills
PM skill for Claude Code, Codex, Cursor, and Windsurf. Diagnoses SaaS metrics, critiques PRDs, plans roadmaps, runs discovery, coaches PM career transitions,…
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non-fiction-revision
non-fiction-revision
Diagnose and guide revisions in non-fiction books. Use for non-fiction book revision, when arguments feel weak, evidence is outdated, readers report confusion,…
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debug
debug
Investigate stuck runs and execution failures by tracing Symphony and Codex
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github-agile
github-agile
Diagnose GitHub-driven agile workflow problems and guide feature branch development
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cobrapy
cobrapy
Constraint-based metabolic modeling (COBRA). FBA, FVA, gene knockouts, flux sampling, SBML models, for systems biology and metabolic engineering analysis.
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pysam
pysam
Genomic file toolkit. Read/write SAM/BAM/CRAM alignments, VCF/BCF variants, FASTA/FASTQ sequences, extract regions, calculate coverage, for NGS data processing…
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gitea-coordinator
gitea-coordinator
Orchestrate multiple worker agents to implement groomed tasks in Gitea repositories. Use when multiple ready tasks need implementation, when you want…
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gas-war-sniper-teneo
gas-war-sniper-teneo
实时多链 Gas 监控与峰值检测。当用户需要通过捆绑的 Teneo CLI 使用 Gas War Sniper 且你需要实时...