tech debt AI Agent Skills
Browse 26 skills related to tech debt
cto-advisor
Technical leadership guidance for engineering teams, architecture decisions, and technology strategy. Includes tech debt analyzer, team scaling calculator, engineering metrics frameworks, technology evaluation tools, and ADR templates. Use when assessing technical debt, scaling engineering teams, evaluating technologies, making architecture decisions, establishing engineering metrics, or when user mentions CTO, tech debt, technical debt, team scaling, architecture decisions, technology evaluation, engineering metrics, DORA metrics, or technology strategy.
technical-roadmaps
Help users create technical roadmaps. Use when someone is planning engineering work, prioritizing tech debt, building architecture roadmaps, or aligning technical and product strategy.
managing-tech-debt
Help users manage technical debt strategically. Use when someone is dealing with legacy code, planning refactoring work, deciding between rewrites vs. incremental fixes, trying to get buy-in for tech debt reduction, or balancing new features with maintenance.
code-confidence-map
Assesses code comprehensibility and maintainability risk. Use when the user asks about code confidence, risk, maintainability, tech debt, code health, or whether code is safe to change. Also use when the user asks to analyze code quality, scan for risks, check if code is messy or complex, audit code, do a code checkup, find weak spots, assess what needs refactoring, or asks about code trust, hidden risks, gotchas, or onboarding to a codebase.
tech-debt-portfolio
Assess and prioritize tech debt items. Use when a senior developer needs an investment plan for debt reduction.
tech-debt
Use when finding code smells, auditing TODOs, removing dead code, cleaning up unused imports, or assessing code quality. Triggers on: 'use tech-debt mode', 'tech debt', 'code smells', 'clean up', 'remove dead code', 'delete unused', 'simplify'. Full access mode - can modify files and run tests.
tech-debt-negotiation
Expert in making the business case for technical debt reduction. Covers quantifying debt costs, getting stakeholder buy-in, prioritizing what to fix, and negotiating engineering time for maintenance. Understands how to translate tech problems into business impact. Use when "tech debt, technical debt, need to refactor, legacy code, maintenance time, engineering capacity, pay down debt, " mentioned.
Tech Debt Manager
Strategic technical debt management — understanding the debt metaphor, knowing when to take on debt, when to pay it down, and how to communicate debt decisions to stakeholders. Use when "tech debt, technical debt, legacy code, should we fix, cleanup backlog, maintenance, when to refactor, debt prioritization, shortcuts, tech-debt, technical-debt, legacy, maintenance, prioritization, stakeholder-communication" are mentioned.
managing-tech-debt
Manage technical debt by producing a Tech Debt Management Pack (debt register, scoring/prioritization, refactor vs rewrite decision memo, incremental paydown plan, migration/rollback plan, metrics, and stakeholder cadence). Use for tech debt, refactoring, legacy modernization, and migrations.
Tech Debt Finder
Find technical debt patterns in codebases. Use when asked to find duplicated code, inconsistent patterns, or refactoring opportunities.
tech-debt-prioritizer
Scores and prioritizes technical debt by impact, risk, and effort. Provides ranked backlog with ROI analysis and quarterly paydown recommendations. Use for "tech debt", "technical debt management", "code quality", or "refactoring priorities".
tech-debt-analyzer
Scans codebases for technical debt signals and prioritizes them by business impact. Finds TODO/FIXME/HACK comments, outdated dependencies, code duplication, and correlates with git history to identify high-churn debt hotspots. Use when someone asks about technical debt, code quality audit, refactoring priorities, or maintainability assessment. Trigger words: tech debt, code quality, refactoring, TODOs, maintainability, code health.
code-refiner
Deep code simplification, refactoring, and quality refinement. Analyzes structural complexity, anti-patterns, and readability debt, then applies targeted refactoring preserving exact behavior. Language-agnostic: Python, Go, TypeScript/JavaScript, Rust. Use this skill when the goal is simplification and clarity rather than bug-finding. Triggers on: "simplify this code", "clean up my code", "refactor for clarity", "reduce complexity", "make this more readable", "code quality pass", "tech debt cleanup", "run the code refiner", "simplify recent changes", "this code is messy", "too much nesting", "this function is too long", "clean this up before I PR it", "tidy up my code", cyclomatic complexity, cognitive complexity, code smells.
codebase-cleanup
Analyze codebase for cleanup opportunities and generate actionable reports. Use when asked to review code health, find technical debt, audit the codebase, identify cleanup tasks, or when the user mentions "cleanup", "code health", "tech debt", "audit", or "what needs fixing".
assess-form
Evaluate a system's current structural form, identify transformation pressure, and classify transformation readiness. Covers structural inventory, pressure mapping, rigidity assessment, change capacity estimation, and readiness classification for architectural metamorphosis. Use before any significant architectural change to understand the starting point, when a system feels stuck without clear reasons, when external pressure from growth or tech debt is mounting, or as periodic health checks for long-lived systems.
assess-form
Evaluate a system's current structural form, identify transformation pressure, and classify transformation readiness. Covers structural inventory, pressure mapping, rigidity assessment, change capacity estimation, and readiness classification for architectural metamorphosis. Use before any significant architectural change to understand the starting point, when a system feels stuck without clear reasons, when external pressure from growth or tech debt is mounting, or as periodic health checks for long-lived systems.
technical-roadmaps
Help users create technical roadmaps. Use when someone is planning engineering work, prioritizing tech debt, building architecture roadmaps, or aligning technical and product strategy.
managing-technical-debt
Help users manage technical debt strategically. Use when someone is dealing with legacy code, planning refactoring work, deciding between rewrites vs. incremental fixes, trying to get buy-in for tech debt reduction, or balancing new features with maintenance.
sus
Finds suspicious, architecturally problematic, or high-impact maintainability issues in a codebase. Deploys parallel analysis agents to explore code, then synthesizes findings into a prioritized report. Use when user says "find problems", "audit code", "what's sus", "code review the repo", "find tech debt", or asks about code quality.
cto-advisor
Technical leadership guidance for engineering teams, architecture decisions, and technology strategy. Includes tech debt analyzer, team scaling calculator, engineering metrics frameworks, technology evaluation tools, and ADR templates. Use when assessing technical debt, scaling engineering teams, evaluating technologies, making architecture decisions, establishing engineering metrics, or when user mentions CTO, tech debt, technical debt, team scaling, architecture decisions, technology evaluation, engineering metrics, DORA metrics, or technology strategy.
tech-architecture-review
Technology architecture assessment across the "-ilities" -- scalability, reliability, maintainability, security, observability, performance, and extensibility. USE THIS SKILL when the user asks about architecture reviews, scalability assessments, tech debt quantification, system design evaluation, modernization planning, cloud architecture review, or infrastructure assessment. Includes system decomposition, failure mode analysis, technical debt classification, and remediation roadmap generation with prioritized investments.
review-codebase
Architecture and design review for specified files/dirs/repo. Covers tech debt, patterns, quality. Diff-only review use review-diff. Complements review-code (orchestrated).
prioritization-frameworks
Portfolio allocation with NPV-based within-bucket prioritization for comparing features, tech debt, bugs, reliability, and polish on a unified scale. Replaces standalone RICE as the top-level method while preserving RICE within growth/revenue buckets. Use for cross-type prioritization, financial quantification of tech debt, and strategic capacity allocation.
refactor-planner
Analyze codebase and produce a refactoring plan with priorities. Use when: planning large refactors, reducing tech debt, or restructuring code. NOT for: actually refactoring code, quick renames, or simple fixes.
boy-scout-rule
When touching existing code and wanting to leave it better. Use when the user says “clean this up while I'm here,” “should I fix this,” “tech debt,” “while I'm in this file,” or “incremental improvement.” For full refactoring, see solid or separation-of-concerns.
cto-advisor
Technical leadership guidance for engineering teams, architecture decisions, and technology strategy. Includes tech debt analyzer, team scaling calculator, engineering metrics frameworks, technology evaluation tools, and ADR templates. Use when assessing technical debt, scaling engineering teams, evaluating technologies, making architecture decisions, establishing engineering metrics, or when user mentions CTO, tech debt, technical debt, team scaling, architecture decisions, technology evaluation, engineering metrics, DORA metrics, or technology strategy.