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Tech Debt · donchitos | DecimalAI

code reviewby donchitos

Tech Debt

donchitos/tech-debt

Source donchitos/claude-code-game-studios ↗License MIT

Track, categorize, and prioritize technical debt across the codebase. Scans for debt indicators, maintains a debt register, and recommends repayment scheduling.

SkillScore74Maintained

Automatic

Coding pack

Last verified 10/9/2026

What it changes

Passed 14 of 19 test cases with the skill, and 7 of 19 without it.

Without skill37%

With skill74%

Checks it passed that the model alone missed

Excludes helper.py from god object warnings.
Excludes process_order() from complexity warnings.
Selects effort level M for work taking 1 to 3 days.

and 10 more in the full report

9 fixed5 passed either way3 still failing2 broke4 errored

Pass-rate lift: +37 pp
Tokens: +113%
Agent turns: 0%
Response time: +15%

Model gemini-3.6-flashMeasured 10/9/2026v414 of 23 cases passed with skill · 19 comparable

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/donchitos-tech-debt/SKILL.md https://app.decimal.ai/s/donchitos-tech-debt/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add donchitos-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/donchitos-tech-debt/ and pins it in .decimal/skills.lock

decimalai skills add donchitos-tech-debt

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

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

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

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 9 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 9

Prompt

Run the tech debt tool without passing any subcommand parameters.

What was checked, without and with the skill
Checked	Without skill	With skill
Outputs usage information.	Passed	Passed
Emits verdict FAIL indicating missing required subcommand.	Missed	Passed

case-17 · gemini-3.6-flash · 10/9/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md203 linessingle file

!bash "${CLAUDE_SKILL_DIR}/../../hooks/yaml-helper.sh" resolve_config --keys automation,workflow

Tech Debt

Every AskUserQuestion call follows .claude/docs/automation-modes.md (collaborative asks always · guided major-only · autonomous logs and proceeds; automation_always_ask categories always prompt).

Phase 1: Parse Subcommand

Determine the mode from the argument:

scan — Scan the codebase for tech debt indicators
add — Add a new tech debt entry manually
prioritize — Re-prioritize the existing debt register
report — Generate a summary report of current debt status

If no subcommand is provided, output usage and stop. Verdict: FAIL — missing required subcommand.

Phase 2A: Scan Mode

Search the code root (resolve per .claude/docs/code-root-resolution.md: src/, Assets/ or Source/ by engine) for debt indicators:

TODO comments (count and categorize)
FIXME comments (these are bugs disguised as debt)
HACK comments (workarounds that need proper solutions)
@deprecated markers
Duplicated code blocks (similar patterns in multiple files)
Files over 500 lines (potential god objects)
Functions over 50 lines (potential complexity)

Categorize each finding:

Architecture Debt: Wrong abstractions, missing patterns, coupling issues
Code Quality Debt: Duplication, complexity, naming, missing types

Track record

Benchmark

14 / 19

test cases passed, vs 7 / 19 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 v5 — 10/8/2026

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

donchitos / claude-code-game-studios

.claude/skills/tech-debt/SKILL.md

View on GitHub ↗

License MITImported 10/8/2026Version v4

Other skills for the same job

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

alirezarezvani/tech-debt-trackerScan codebases for technical debt, score severity, track trends, and generate prioritized remediation plans. Use when users mention tech debt, code quality, refactoring priority, debt scoring, cleanup sprints, or code health assessment. Also use for legacy code modernization planning and maintenance cost estimation.Close match+45 pp pass-rate lift

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

Ready to supercharge your AI agents?

See it in action

What's inside

Tech Debt

Phase 1: Parse Subcommand

Phase 2A: Scan Mode

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

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