Topic: trustworthy-ai
2,051 skills in this topic.
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requirements-interview
Interactive PM interview with expertise-adaptive questioning for requirements elicitation
a5c-ai/babysitter 514
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specification-generation
Convert requirements into structured technical specifications with architecture decisions
a5c-ai/babysitter 514
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story-decomposition
Break technical specifications into small, implementable stories with dependency ordering
a5c-ai/babysitter 514
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test-enforcement
Automated test validation, coverage checking, and quality metrics with aggressive defaults
a5c-ai/babysitter 514
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behavior-contract
Bug condition/postcondition formalization as testable Behavior Contracts. Defines invariants that must be preserved across fixes.
a5c-ai/babysitter 514
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codebase-sync
Convention discovery and rule generation from codebase analysis. Scans project structure, builds search indexes, identifies patterns, and generates enforceable rules.
a5c-ai/babysitter 514
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context-preservation
State capture and restore across context window compactions. Monitors usage thresholds and serializes quality, task, and spec state for seamless continuation.
a5c-ai/babysitter 514
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persistent-memory
Observation capture and retrieval across sessions. Stores decisions, discoveries, and bugfix patterns. Searchable via tags and relevance scoring.
a5c-ai/babysitter 514
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quality-hooks
Language-specific auto-lint/format/typecheck pipeline. Supports Python (ruff+pyright), TypeScript (prettier+eslint+tsc), Go (gofmt+golangci-lint). Auto-fix and convergence loops.
a5c-ai/babysitter 514
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spec-driven-development
Specification creation and management for the Pilot Shell methodology. Covers semantic search, clarifying questions, structured spec generation, and iterative refinement.
a5c-ai/babysitter 514
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strict-tdd
Strict RED->GREEN->REFACTOR test-driven development with enforcement. Never write production code before a failing test. Atomic commits per TDD cycle.
a5c-ai/babysitter 514
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worktree-isolation
Git worktree management for safe, isolated feature development. Creates, manages, and cleans up worktrees with branch naming and dependency setup.
a5c-ai/babysitter 514
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completion-verification
a5c-ai/babysitter 514
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error-logging
a5c-ai/babysitter 514
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findings-capture
a5c-ai/babysitter 514
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plan-creation
a5c-ai/babysitter 514
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progress-tracking
a5c-ai/babysitter 514
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session-recovery
a5c-ai/babysitter 514
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constitution-creation
Establish project governing principles including dev guidelines, code quality standards, testing policies, UX requirements, performance benchmarks, and security constraints.
a5c-ai/babysitter 514
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cross-artifact-analysis
Perform cross-artifact consistency and coverage analysis across constitution, specification, plan, and task artifacts to detect gaps, conflicts, and misalignments before implementation.
a5c-ai/babysitter 514
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implementation-execution
Execute development tasks to build features, producing code, tests, and configuration artifacts that satisfy specification requirements and comply with constitution standards.
a5c-ai/babysitter 514
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planning-design
Design technical architecture, select technology stack, and define implementation strategy from specifications and constitution constraints.
a5c-ai/babysitter 514
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quality-checklist
Validate implementation quality through custom checklists, scoring against constitution standards, specification coverage, and producing remediation recommendations.
a5c-ai/babysitter 514
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specification-writing
Write feature specifications as requirements and user stories with acceptance criteria, focusing on business value and testable conditions.
a5c-ai/babysitter 514