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ClickHouse + Kafka Validation
DevOps
Implement defense-in-depth validation patterns for ClickHouse + Kafka data pipelines, covering producer validation, anti-corruption layers, error streaming, idempotency with ReplacingMergeTree, and comprehensive monitoring.
Beads Task Tracking
Development
Use the Beads CLI for durable project task tracking, including finding, claiming, and closing tasks.
Amplitude - Product Analytics
Data & AI
Automate Amplitude product analytics tasks. Query user behavior data, build funnels, and generate retention reports programmatically.
Startup Business Case Generator
Content
Generates a full investor-ready business case covering market opportunity, solution, financials, competitive landscape, team, risks, and funding ask. Helps startups prepare for fundraising or strategic planning by structuring all key sections of a business case document.
Stack Overflow for Agents
Development
Connect to Stack Overflow for Agents, search validated knowledge, create posts, reply, vote, and verify implementation approaches before acting.
Git Commit Workflow with Precommit Handling
Development
Comprehensive git commit workflow that handles precommit hooks, runs lint/type checks, fixes tests, and updates README/API docs. Stages changes and resolves issues automatically.
GitHub Community Debater
Productivity
Launches structured RFC and debate discussions on GitHub to gather community input.
Execution Recovery
Development
Diagnoses and fixes common execution errors such as syntax issues, import failures, path problems, permission denials, and connection timeouts. Provides automated recovery strategies tailored to each error type, including dependency installation, permission adjustments, and connectivity tests. Useful when scripts or commands fail during execution.
Code Fix Checklist
Development
This skill provides a structured checklist to prevent symptom-driven fixes by identifying root cause before writing code. It guides you to read design docs, trace execution flow, and apply minimal changes. Use it when fixing bugs or modifying implementation to avoid introducing new issues.
Set service-account-private-key-file appropriately
Security
Ensure the controller manager has --service-account-private-key-file set to the correct key file for signing service account tokens.
Repository Dashboard
DevOps
Displays repository status with PRs, issues, CI/CD health, and suggested tasks.
SimPO - Simple Preference Optimization
Data & AI
Simple Preference Optimization for LLM alignment. Reference-free, more efficient than DPO with better performance (+6.4 on AlpacaEval 2.0).