# Send Technical Debt Audit to your agent Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually. ## Fast path - Download the package from Yavira. - Extract it into a folder your agent can access. - Paste one of the prompts below and point your agent at the extracted folder. ## Suggested prompts ### New install ```text 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 ```text 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. ``` ## Machine-readable fields ```json { "schemaVersion": "1.0", "item": { "slug": "afrexai-tech-debt-audit", "name": "Technical Debt Audit", "source": "tencent", "type": "skill", "category": "安全合规", "sourceUrl": "https://clawhub.ai/1kalin/afrexai-tech-debt-audit", "canonicalUrl": "https://clawhub.ai/1kalin/afrexai-tech-debt-audit", "targetPlatform": "OpenClaw" }, "install": { "downloadUrl": "/downloads/afrexai-tech-debt-audit", "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=afrexai-tech-debt-audit", "sourcePlatform": "tencent", "targetPlatform": "OpenClaw", "packageFormat": "ZIP package", "primaryDoc": "SKILL.md", "includedAssets": [ "README.md", "SKILL.md" ], "downloadMode": "redirect", "sourceHealth": { "source": "tencent", "status": "healthy", "reason": "direct_download_ok", "recommendedAction": "download", "checkedAt": "2026-04-23T16:43:11.935Z", "expiresAt": "2026-04-30T16:43:11.935Z", "httpStatus": 200, "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=4claw-imageboard", "contentType": "application/zip", "probeMethod": "head", "details": { "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=4claw-imageboard", "contentDisposition": "attachment; filename=\"4claw-imageboard-1.0.1.zip\"", "redirectLocation": null, "bodySnippet": null }, "scope": "source", "summary": "Source download looks usable.", "detail": "Yavira can redirect you to the upstream package for this source.", "primaryActionLabel": "Download for OpenClaw", "primaryActionHref": "/downloads/afrexai-tech-debt-audit" }, "validation": { "installChecklist": [ "Use the Yavira download entry.", "Review SKILL.md after the package is downloaded.", "Confirm the extracted package contains the expected setup assets." ], "postInstallChecks": [ "Confirm the extracted package includes the expected docs or setup files.", "Validate the skill or prompts are available in your target agent workspace.", "Capture any manual follow-up steps the agent could not complete." ] } }, "links": { "detailUrl": "https://openagent3.xyz/skills/afrexai-tech-debt-audit", "downloadUrl": "https://openagent3.xyz/downloads/afrexai-tech-debt-audit", "agentUrl": "https://openagent3.xyz/skills/afrexai-tech-debt-audit/agent", "manifestUrl": "https://openagent3.xyz/skills/afrexai-tech-debt-audit/agent.json", "briefUrl": "https://openagent3.xyz/skills/afrexai-tech-debt-audit/agent.md" } } ``` ## Documentation ### 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 — Categorizes debt: architecture, code quality, dependency, testing, infrastructure, documentation Impact Scoring — Rates each item on effort (1-5), risk (1-5), and business impact (1-5) using a weighted formula Cost Modeling — Estimates carrying cost per sprint in developer-hours and dollars Remediation Roadmap — Generates a prioritized paydown plan with quick wins, scheduled work, and strategic rewrites Executive Summary — 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 × 3) + (Business Impact × 2) + (1/Effort × 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 — AI-powered business operations tools. Need the full engineering context pack? Browse our AI Context Packs ($47) or try the free AI Revenue Calculator. ## Trust - Source: tencent - Verification: Indexed source record - Publisher: 1kalin - Version: 1.0.0 ## Source health - Status: healthy - Source download looks usable. - Yavira can redirect you to the upstream package for this source. - Health scope: source - Reason: direct_download_ok - Checked at: 2026-04-23T16:43:11.935Z - Expires at: 2026-04-30T16:43:11.935Z - Recommended action: Download for OpenClaw ## Links - [Detail page](https://openagent3.xyz/skills/afrexai-tech-debt-audit) - [Send to Agent page](https://openagent3.xyz/skills/afrexai-tech-debt-audit/agent) - [JSON manifest](https://openagent3.xyz/skills/afrexai-tech-debt-audit/agent.json) - [Markdown brief](https://openagent3.xyz/skills/afrexai-tech-debt-audit/agent.md) - [Download page](https://openagent3.xyz/downloads/afrexai-tech-debt-audit)