Skillget

agentic-tech-debt

agent
Guvenlik Denetimi
Uyari
Health Uyari
  • License — License: MIT
  • Description — Repository has a description
  • Active repo — Last push 0 days ago
  • Low visibility — Only 5 GitHub stars
Code Gecti
  • Code scan — Scanned 12 files during light audit, no dangerous patterns found
Permissions Gecti
  • Permissions — No dangerous permissions requested

Bu listing icin henuz AI raporu yok.

SUMMARY

AI Plugin & Agent Skills to catch tech debt as it's written. Works with any agent. Any codebase. Backed by two decades of research.

README.md

debt-ops

Catches AI-introduced tech debt at write-time

Works with any coding agent. Any stack.

Two decades of tech-debt research, distilled into a plugin and validated across dozens of codebases.

debt-ops in Claude Code: the agent edits api/checkout.ts and casts a value to `as any` to clear a type error; debt-ops catches the loosened type at write-time and logs +1 entry: as-any-checkout-payload (A)

MIT License
Claude Code plugin

What it does

  • Tracks the debt — every "I'll fix this later," shortcut, and punt your agent writes lands in a folder in your repo.
  • Records the decisions — a short ADR when your agent makes an architectural call.
  • Works quietly in the loop — reads what's already logged, ranks cleanup by hotspot, and surfaces failures before they hit your diff.

Install

Just needs a git repo and Python 3.10+.

Claude Code

/plugin marketplace add bcanfield/agentic-tech-debt
/plugin install debt-ops@agentic-tech-debt
Codex, Copilot, and other agents

Codex

codex plugin marketplace add bcanfield/agentic-tech-debt
# then, inside Codex: /plugins → install debt-ops

GitHub Copilot CLI

copilot plugin marketplace add bcanfield/agentic-tech-debt
copilot plugin install debt-ops@agentic-tech-debt

Any other agent (Cursor, Gemini CLI, Windsurf, opencode…) via portable Agent Skills:

npx skills add bcanfield/agentic-tech-debt

Then run debt-ops-init once — on Copilot the disciplines live in your charter
(.github/copilot-instructions.md or AGENTS.md), not a per-session inject. See the
Copilot adapter README for the manual-install alternative and details.

Commands

Commands

Claude Code /debt-ops:<name> · Codex $<name>:

  • add: register a debt entry (auto-fires when your agent defers work). Drop with drop A, drop A,C, or drop all.
  • review: audit and rank the registry, then walk paydown.
  • init (opt-in): write the disciplines into CLAUDE.md/AGENTS.md so the team shares them.
  • metrics: read-only health summary of the registry.

Why it exists

AI writes more code and cleans up less of it: across 211M lines, one study saw refactoring more than halve while duplicated code kept climbing. So debt piles up faster than you can review it. The fixes are well understood: keep it visible, pay it down over time, record the decisions. debt-ops wires those into the agent loop as nine cited pillars. Full research synthesis.

A `as any` cast in api/checkout.ts is caught at write-time and files itself as a registry entry `+1 entry: as-any-checkout-payload (A)`; a `// TODO` nit is caught the same way; the nit is pruned and the kept entry is paid down (strikethrough + green check); the registry empties to zero; debt-ops wordmark.

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