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Technical Debt Analysis and Remediation · dokhacgiakhoa | DecimalAI

code reviewby dokhacgiakhoa

Technical Debt Analysis and Remediation

dokhacgiakhoa/codebase-cleanup-tech-debt

Source dokhacgiakhoa/agent-skills-4-vibe-coding-cli ↗License NOASSERTION

You are a technical debt expert specializing in identifying, quantifying, and prioritizing technical debt in software projects. Analyze the codebase to uncover debt, assess its impact, and create acti

SkillScore92Maintained

Automatic

Coding pack

Last verified 8/29/2026

What it changes

Passed 23 of 25 test cases with the skill, and 22 of 25 without it.

Without skill88%

With skill92%

Checks it passed that the model alone missed

Tracks reduction in production incident rate or MTTR (Mean Time to Resolution)

1 fixed22 passed either way2 still failing0 broke

Pass-rate lift: +4 pp
Tokens: +26%
Agent turns: 0%
Response time: +5%

Model gemini-3.6-flashMeasured 8/29/2026v123 of 25 cases passed with skill

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/dokhacgiakhoa-codebase-cleanup-tech-debt/SKILL.md https://app.decimal.ai/s/dokhacgiakhoa-codebase-cleanup-tech-debt/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add dokhacgiakhoa-codebase-cleanup-tech-debt, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/dokhacgiakhoa-codebase-cleanup-tech-debt/ and pins it in .decimal/skills.lock

decimalai skills add dokhacgiakhoa-codebase-cleanup-tech-debt

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/dokhacgiakhoa-codebase-cleanup-tech-debt/SKILL.md https://app.decimal.ai/s/dokhacgiakhoa-codebase-cleanup-tech-debt/SKILL.md

Raw file: /s/dokhacgiakhoa-codebase-cleanup-tech-debt/SKILL.md ↗ · machine-readable summary at /s/dokhacgiakhoa-codebase-cleanup-tech-debt.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

A test case the skill fixed. Same model, same prompt, with and without the skill.

Prompt

What operational production metric demonstrates that refactoring reduced technical debt in a high-traffic microservice?

What was checked, without and with the skill
Checked	Without skill	With skill
Tracks reduction in production incident rate or MTTR (Mean Time to Resolution)	Missed	Passed

case-25 · gemini-3.6-flash · 8/29/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md32 linessingle file

Technical Debt Analysis and Remediation

Use this skill when

Working on technical debt analysis and remediation tasks or workflows
Needing guidance, best practices, or checklists for technical debt analysis and remediation

Do not use this skill when

The task is unrelated to technical debt analysis and remediation
You need a different domain or tool outside this scope

Context

The user needs a comprehensive technical debt analysis to understand what's slowing down development, increasing bugs, and creating maintenance challenges. Focus on practical, measurable improvements with clear ROI.

Requirements

$ARGUMENTS

Instructions

🧠 Knowledge Modules (Fractal Skills)

1. 1. Technical Debt Inventory

2. 2. Impact Assessment

3. 3. Debt Metrics Dashboard

4. 4. Prioritized Remediation Plan

5. 5. Implementation Strategy

6. 6. Prevention Strategy

7. 7. Communication Plan

8. 8. Success Metrics

Track record

Benchmark

23 / 25

test cases passed, vs 22 / 25 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/10/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

dokhacgiakhoa / agent-skills-4-vibe-coding-cli

.agent/skills/codebase-cleanup-tech-debt/SKILL.md

View on GitHub ↗

License NOASSERTIONImported 8/10/2026Version v1

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Published skills whose descriptions closely match this one, with their headline benchmark lift.

More skills from the same source and nearby in the registry, with their headline benchmark lift.

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See it in action

What's inside

Technical Debt Analysis and Remediation

Use this skill when

Do not use this skill when

Context

Requirements

Instructions

🧠 Knowledge Modules (Fractal Skills)

1. 1. Technical Debt Inventory

2. 2. Impact Assessment

3. 3. Debt Metrics Dashboard

4. 4. Prioritized Remediation Plan

5. 5. Implementation Strategy

6. 6. Prevention Strategy

7. 7. Communication Plan

8. 8. Success Metrics

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

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