ReddRadar
Topic: pgvector
32 skills in this topic.
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tool-builder
taylorsatula/mira-OSS 441
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Real Pytest - No Mocks, Real Tests
Write pytests that test real public interfaces with actual components, no mocking, and precise assertions. MIRA-specific patterns. Use when creating or reviewing tests.
taylorsatula/mira-OSS 441
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Prompt Mastery
Advanced LLM prompt engineering expertise for crafting highly effective prompts, system messages, and tool descriptions with Claude-specific techniques
taylorsatula/mira-OSS 441
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investigate-dependencies
Conduct thorough dependency audits to identify redundant code, unused features, and improper usage patterns. Examines each import to ensure we're leveraging existing capabilities rather than reinventing functionality.
taylorsatula/mira-OSS 441
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Git Workflow
DO NOT COMMIT unless user explicitly tells you to. Use this skill EVERY SINGLE TIME before creating a git commit. Provides mandatory commit message format, staging rules, and post-commit summary requirements for the MIRA project
taylorsatula/mira-OSS 441
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fail-fast-no-hedging
Eliminate component hedging anti-patterns that mask infrastructure failures. Build systems that fail loudly when broken instead of limping along in degraded states. Critical for production reliability and operational visibility.
taylorsatula/mira-OSS 441
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contextvar-remediation
taylorsatula/mira-OSS 441
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contextvar-opportunity-finder
Detect explicit user_id parameters in functions to identify potential opportunities for using ambient context. This is an investigation tool that flags instances for human review, not a prescriptive analyzer.
taylorsatula/mira-OSS 441