{"id":"5d513380-2d9d-4471-bba0-14c17ab727bc","entityType":"agent","slug":"clawhub-skills-1kalin-afrexai-tech-debt-audit","name":"afrexai-tech-debt-audit","canonicalUrl":"https://www.xpersona.co/agent/clawhub-skills-1kalin-afrexai-tech-debt-audit","canonicalPath":"/agent/clawhub-skills-1kalin-afrexai-tech-debt-audit","generatedAt":"2026-10-10T04:22:16.104Z","source":"CLAWHUB","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-04-15T00:45:39.800Z","emptyReason":null},"description":"Technical Debt Audit 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 1. **Debt Discovery** — Categorizes debt: architecture, code quality, dependency, testing, infrastructure, documentation 2. **Impact Scoring** — Rates each item on effort (1-5), risk (1-5), and business impac","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.","installCommand":"clawhub skill install skills:1kalin:afrexai-tech-debt-audit","sourceUrl":"https://github.com/openclaw/skills/tree/main/skills/1kalin/afrexai-tech-debt-audit","homepage":null,"primaryLinks":[{"label":"View on ClawHub","url":"https://github.com/openclaw/skills/tree/main/skills/1kalin/afrexai-tech-debt-audit","kind":"source"}],"safetyScore":84,"overallRank":62,"popularityScore":50,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"Technical Debt Audit Technical Debt Audit Systematic technical debt assessment for engineering teams. Identifies, scores, and prioritizes debt across your codeb"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-04-15T00:45:39.800Z","emptyReason":null},"protocols":[{"protocol":"OPENCLEW","label":"OpenClaw","status":"self-declared","notes":"Declared in the public agent profile."}],"capabilities":[],"verifiedCount":0,"selfDeclaredCount":1,"capabilityMatrix":{"rows":[{"key":"OPENCLEW","type":"protocol","support":"unknown","confidenceSource":"profile","notes":"Listed on profile"}],"flattenedTokens":"protocol:OPENCLEW|unknown|profile"}},"adoption":{"evidence":{"source":"no-adoption-signals","verified":false,"confidence":"low","updatedAt":"2026-04-15T00:45:39.800Z","emptyReason":"No source adoption metrics were available."},"stars":null,"forks":null,"downloads":null,"packageName":null,"latestVersion":null,"tractionLabel":null},"release":{"evidence":{"source":"agent-index","verified":false,"confidence":"medium","updatedAt":"2026-02-25T05:52:53.436Z","emptyReason":null},"lastUpdatedAt":"2026-04-15T00:45:39.800Z","lastCrawledAt":"2026-02-25T05:52:53.436Z","lastIndexedAt":null,"nextCrawlAt":"2026-02-26T05:52:53.436Z","lastVerifiedAt":null,"highlights":[]},"execution":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No published capability contract is available yet."},"installCommand":"clawhub skill install skills:1kalin:afrexai-tech-debt-audit","setupComplexity":"low","setupSteps":["Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.","Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data."],"contract":{"contractStatus":"missing","authModes":[],"requires":[],"forbidden":[],"supportsMcp":false,"supportsA2a":false,"supportsStreaming":false,"inputSchemaRef":null,"outputSchemaRef":null,"dataRegion":null,"contractUpdatedAt":null,"sourceUpdatedAt":null,"freshnessSeconds":null},"invocationGuide":{"preferredApi":{"snapshotUrl":"https://www.xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-tech-debt-audit/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-tech-debt-audit/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-tech-debt-audit/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-tech-debt-audit/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-tech-debt-audit/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-tech-debt-audit/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":["OPENCLEW"]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"CLAWHUB","generatedAt":"2026-10-10T04:22:16.104Z"}},"retryPolicy":{"maxAttempts":3,"backoffMs":[500,1500,3500],"retryableConditions":["HTTP_429","HTTP_503","NETWORK_TIMEOUT"]}},"endpoints":{"dossierUrl":"https://www.xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-tech-debt-audit/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-tech-debt-audit/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-tech-debt-audit/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-tech-debt-audit/trust"}},"reliability":{"evidence":{"source":"runtime-metrics","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No trust, reliability, or runtime telemetry is available."},"trust":{"status":"unavailable","handshakeStatus":"UNKNOWN","verificationFreshnessHours":null,"reputationScore":null,"p95LatencyMs":null,"successRate30d":null,"fallbackRate":null,"attempts30d":null,"trustUpdatedAt":null,"trustConfidence":"unknown","sourceUpdatedAt":null,"freshnessSeconds":null},"decisionGuardrails":{"doNotUseIf":["Contract metadata is missing or unavailable for deterministic execution."],"safeUseWhen":[],"riskFlags":["missing_or_unavailable_contract","trust_data_unavailable","schema_references_missing"],"operationalConfidence":"low"},"executionMetrics":{"observedLatencyMsP50":null,"observedLatencyMsP95":null,"estimatedCostUsd":null,"uptime30d":null,"rateLimitRpm":null,"rateLimitBurst":null,"lastVerifiedAt":null,"verificationSource":null},"runtimeMetrics":{"successRate":null,"avgLatencyMs":null,"avgCostUsd":null,"hallucinationRate":null,"retryRate":null,"disputeRate":null,"p50Latency":null,"p95Latency":null,"lastUpdated":null}},"benchmarks":{"evidence":{"source":"no-benchmark-data","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No benchmark suites or observed failure patterns are available."},"suites":[],"failurePatterns":[]},"artifacts":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"high","updatedAt":"2026-04-15T00:45:39.800Z","emptyReason":null},"readme":"# Technical Debt Audit\n\nSystematic technical debt assessment for engineering teams. Identifies, scores, and prioritizes debt across your codebase with business impact analysis and remediation roadmaps.\n\n## What It Does\n\n1. **Debt Discovery** — Categorizes debt: architecture, code quality, dependency, testing, infrastructure, documentation\n2. **Impact Scoring** — Rates each item on effort (1-5), risk (1-5), and business impact (1-5) using a weighted formula\n3. **Cost Modeling** — Estimates carrying cost per sprint in developer-hours and dollars\n4. **Remediation Roadmap** — Generates a prioritized paydown plan with quick wins, scheduled work, and strategic rewrites\n5. **Executive Summary** — One-page board-ready report showing debt-to-velocity ratio and projected savings\n\n## Usage\n\nDescribe your system, stack, and known pain points. The agent audits systematically:\n\n```\n\"Audit our technical debt. We're a Node.js/React SaaS with 180K LOC, \n12 engineers. Known issues: monolithic API, no integration tests, \n3 deprecated dependencies, manual deployments.\"\n```\n\n## Scoring Formula\n\n**Priority Score** = (Risk × 3) + (Business Impact × 2) + (1/Effort × 1)\n\nHigher score = fix first. Quick wins (low effort, high risk) surface to the top.\n\n## Debt Categories\n\n| Category | Examples | Typical Carrying Cost |\n|----------|----------|----------------------|\n| Architecture | Monoliths, tight coupling, wrong patterns | 15-25% velocity drag |\n| Code Quality | Duplication, god classes, no standards | 10-20% velocity drag |\n| Dependencies | Outdated libs, security vulns, EOL frameworks | 5-15% + incident risk |\n| Testing | No tests, flaky tests, manual QA only | 20-40% bug-fix overhead |\n| Infrastructure | Manual deploys, no monitoring, snowflake servers | 10-30% ops overhead |\n| Documentation | No onboarding docs, tribal knowledge | 2-4 weeks per new hire |\n\n## Output Format\n\n```markdown\n# Technical Debt Audit Report\n## Executive Summary\n- Total debt items: [N]\n- Estimated carrying cost: $[X]/month\n- Debt-to-velocity ratio: [X]%\n- Quick wins available: [N] items, [X] dev-days\n\n## Critical (Fix This Sprint)\n...\n\n## High Priority (Next 30 Days)  \n...\n\n## Scheduled (Next Quarter)\n...\n\n## Strategic (Plan & Budget)\n...\n\n## Remediation Roadmap\nWeek 1-2: [Quick wins]\nMonth 1: [High priority]\nQuarter: [Scheduled items]\n```\n\n## Why This Matters\n\nEngineering 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.\n\n---\n\nBuilt by [AfrexAI](https://afrexai-cto.github.io/context-packs/) — AI-powered business operations tools.\n\nNeed the full engineering context pack? Browse our [AI Context Packs](https://afrexai-cto.github.io/context-packs/) ($47) or try the free [AI Revenue Calculator](https://afrexai-cto.github.io/ai-revenue-calculator/).\n","readmeExcerpt":"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 1. **Debt Discovery** — Categorizes debt: architecture, code quality, dependency, testing, infrastructure, documentation 2. **Impact Scoring** — Rates each item on effort (1-5), risk (1-5), and business impac","codeSnippets":[],"executableExamples":[{"language":"text","snippet":"\"Audit our technical debt. We're a Node.js/React SaaS with 180K LOC, \n12 engineers. Known issues: monolithic API, no integration tests, \n3 deprecated dependencies, manual deployments.\""},{"language":"markdown","snippet":"# Technical Debt Audit Report\n## Executive Summary\n- Total debt items: [N]\n- Estimated carrying cost: $[X]/month\n- Debt-to-velocity ratio: [X]%\n- Quick wins available: [N] items, [X] dev-days\n\n## Critical (Fix This Sprint)\n...\n\n## High Priority (Next 30 Days)  \n...\n\n## Scheduled (Next Quarter)\n...\n\n## Strategic (Plan & Budget)\n...\n\n## Remediation Roadmap\nWeek 1-2: [Quick wins]\nMonth 1: [High priority]\nQuarter: [Scheduled items]"}],"parameters":{},"dependencies":[],"permissions":[],"extractedFiles":[],"languages":["typescript"],"docsSourceLabel":"CLAWHUB","editorialOverview":"Technical Debt Audit 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 1. **Debt Discovery** — Categorizes debt: architecture, code quality, dependency, testing, infrastructure, documentation 2. **Impact Scoring** — Rates each item on effort (1-5), risk (1-5), and business impac","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":379,"uniquenessScore":65,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-04-15T00:45:39.800Z","emptyReason":"No screenshots, media assets, or demo links are available."},"primaryImageUrl":null,"mediaAssetCount":0,"assets":[],"demoUrl":null},"ownerResources":{"evidence":{"source":"unclaimed","verified":false,"confidence":"low","updatedAt":"2026-04-15T00:45:39.800Z","emptyReason":"This page has not been claimed by the agent owner."},"hasCustomPage":false,"customPageUpdatedAt":null,"customLinks":[],"structuredLinks":{"docsUrl":null,"demoUrl":null,"supportUrl":null,"pricingUrl":null,"statusUrl":null},"customPage":null},"relatedAgents":{"evidence":{"source":"protocol-neighbors","verified":false,"confidence":"medium","updatedAt":"2026-10-10T04:22:16.104Z","emptyReason":null},"items":[{"id":"8ebccd8e-3863-4187-8355-c3f14e1f9edf","entityType":"agent","canonicalPath":"/agent/iofficeai-aionui","slug":"iofficeai-aionui","name":"AionUi","description":"Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it!","url":"https://github.com/iOfficeAI/AionUi","homepage":"https://www.aionui.com","source":"GITHUB_REPOS","protocols":["MCP","OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-10-09T19:11:12.944Z","createdAt":"2026-02-25T03:38:16.584Z","downloads":null},{"id":"b917f68a-ebff-438e-84f8-3f4b2494c0bc","entityType":"agent","canonicalPath":"/agent/activepieces-activepieces","slug":"activepieces-activepieces","name":"activepieces","description":"AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents","url":"https://github.com/activepieces/activepieces","homepage":"https://www.activepieces.com","source":"GITHUB_REPOS","protocols":["OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-04-15T02:22:12.426Z","createdAt":"2026-02-25T03:38:12.412Z","downloads":null},{"id":"5cb26759-3a39-483f-94cf-276a98c13bb8","entityType":"agent","canonicalPath":"/agent/cherryhq-cherry-studio","slug":"cherryhq-cherry-studio","name":"cherry-studio","description":"AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs","url":"https://github.com/CherryHQ/cherry-studio","homepage":"https://cherry-ai.com","source":"GITHUB_REPOS","protocols":["MCP","OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-04-11T14:38:40.986Z","createdAt":"2026-02-25T03:38:19.379Z","downloads":null},{"id":"6f6582d0-5d76-4f0f-b81d-86520247950b","entityType":"agent","canonicalPath":"/agent/copilotkit-copilotkit","slug":"copilotkit-copilotkit","name":"CopilotKit","description":"The Frontend for Agents & Generative UI. React + Angular","url":"https://github.com/CopilotKit/CopilotKit","homepage":"https://docs.copilotkit.ai","source":"GITHUB_REPOS","protocols":["OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-03-25T09:50:57.846Z","createdAt":"2026-02-25T03:39:14.617Z","downloads":null}],"links":{"hub":"/agent","source":"/agent/source/clawhub","protocols":[{"label":"OpenClaw","href":"/agent/protocol/openclew"}]}}}