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Technical Debt Audit

Systematically identifies, scores, and prioritizes technical debt across codebases with impact analysis and detailed remediation roadmaps for engineering teams.

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Systematically identifies, scores, and prioritizes technical debt across codebases with impact analysis and detailed remediation roadmaps for engineering teams.

โฌ‡ 0 downloads โ˜… 0 stars Unverified but indexed

Install for OpenClaw

Quick setup
  1. Download the package from Yavira.
  2. Extract the archive and review SKILL.md first.
  3. Import or place the package into your OpenClaw setup.

Requirements

Target platform
OpenClaw
Install method
Manual import
Extraction
Extract archive
Prerequisites
OpenClaw
Primary doc
SKILL.md

Package facts

Download mode
Yavira redirect
Package format
ZIP package
Source platform
Tencent SkillHub
What's included
README.md, SKILL.md

Validation

  • Use the Yavira download entry.
  • Review SKILL.md after the package is downloaded.
  • Confirm the extracted package contains the expected setup assets.

Install with your agent

Agent handoff

Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.

  1. Download the package from Yavira.
  2. Extract it into a folder your agent can access.
  3. Paste one of the prompts below and point your agent at the extracted folder.
New install

I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Then review README.md for any prerequisites, environment setup, or post-install checks. Tell me what you changed and call out any manual steps you could not complete.

Upgrade existing

I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Then review README.md for any prerequisites, environment setup, or post-install checks. Summarize what changed and any follow-up checks I should run.

Trust & source

Release facts

Source
Tencent SkillHub
Verification
Indexed source record
Version
1.0.0

Documentation

ClawHub primary doc Primary doc: SKILL.md 7 sections Open source page

Technical Debt Audit

Systematic technical debt assessment for engineering teams. Identifies, scores, and prioritizes debt across your codebase with business impact analysis and remediation roadmaps.

What It Does

Debt Discovery โ€” Categorizes debt: architecture, code quality, dependency, testing, infrastructure, documentation Impact Scoring โ€” Rates each item on effort (1-5), risk (1-5), and business impact (1-5) using a weighted formula Cost Modeling โ€” Estimates carrying cost per sprint in developer-hours and dollars Remediation Roadmap โ€” Generates a prioritized paydown plan with quick wins, scheduled work, and strategic rewrites Executive Summary โ€” One-page board-ready report showing debt-to-velocity ratio and projected savings

Usage

Describe your system, stack, and known pain points. The agent audits systematically: "Audit our technical debt. We're a Node.js/React SaaS with 180K LOC, 12 engineers. Known issues: monolithic API, no integration tests, 3 deprecated dependencies, manual deployments."

Scoring Formula

Priority Score = (Risk ร— 3) + (Business Impact ร— 2) + (1/Effort ร— 1) Higher score = fix first. Quick wins (low effort, high risk) surface to the top.

Debt Categories

CategoryExamplesTypical Carrying CostArchitectureMonoliths, tight coupling, wrong patterns15-25% velocity dragCode QualityDuplication, god classes, no standards10-20% velocity dragDependenciesOutdated libs, security vulns, EOL frameworks5-15% + incident riskTestingNo tests, flaky tests, manual QA only20-40% bug-fix overheadInfrastructureManual deploys, no monitoring, snowflake servers10-30% ops overheadDocumentationNo onboarding docs, tribal knowledge2-4 weeks per new hire

Output Format

  • # Technical Debt Audit Report
  • ## Executive Summary
  • Total debt items: [N]
  • Estimated carrying cost: $[X]/month
  • Debt-to-velocity ratio: [X]%
  • Quick wins available: [N] items, [X] dev-days
  • ## Critical (Fix This Sprint)
  • ...
  • ## High Priority (Next 30 Days)
  • ...
  • ## Scheduled (Next Quarter)
  • ...
  • ## Strategic (Plan & Budget)
  • ...
  • ## Remediation Roadmap
  • Week 1-2: [Quick wins]
  • Month 1: [High priority]
  • Quarter: [Scheduled items]

Why This Matters

Engineering teams spend 23-42% of development time on technical debt (Stripe Developer Report). Most don't measure it. What you don't measure, you can't manage. Built by AfrexAI โ€” AI-powered business operations tools. Need the full engineering context pack? Browse our AI Context Packs ($47) or try the free AI Revenue Calculator.

Category context

Identity, auth, scanning, governance, audit, and operational guardrails.

Source: Tencent SkillHub

Largest current source with strong distribution and engagement signals.

Package contents

Included in package
2 Docs
  • SKILL.md Primary doc
  • README.md Docs