tech-debt▌
anthropics/knowledge-work-plugins · updated Apr 8, 2026
Systematically identify, categorize, and prioritize technical debt.
Tech Debt Management
Systematically identify, categorize, and prioritize technical debt.
Categories
| Type | Examples | Risk |
|---|---|---|
| Code debt | Duplicated logic, poor abstractions, magic numbers | Bugs, slow development |
| Architecture debt | Monolith that should be split, wrong data store | Scaling limits |
| Test debt | Low coverage, flaky tests, missing integration tests | Regressions ship |
| Dependency debt | Outdated libraries, unmaintained dependencies | Security vulns |
| Documentation debt | Missing runbooks, outdated READMEs, tribal knowledge | Onboarding pain |
| Infrastructure debt | Manual deploys, no monitoring, no IaC | Incidents, slow recovery |
Prioritization Framework
Score each item on:
- Impact: How much does it slow the team down? (1-5)
- Risk: What happens if we don't fix it? (1-5)
- Effort: How hard is the fix? (1-5, inverted — lower effort = higher priority)
Priority = (Impact + Risk) x (6 - Effort)
Output
Produce a prioritized list with estimated effort, business justification for each item, and a phased remediation plan that can be done alongside feature work.
Discussion
Product Hunt–style comments (not star reviews)- No comments yet — start the thread.
Ratings
4.4★★★★★30 reviews- ★★★★★Ganesh Mohane· Dec 24, 2024
Keeps context tight: tech-debt is the kind of skill you can hand to a new teammate without a long onboarding doc.
- ★★★★★Layla Farah· Dec 20, 2024
Solid pick for teams standardizing on skills: tech-debt is focused, and the summary matches what you get after install.
- ★★★★★Ira Thompson· Dec 8, 2024
tech-debt has been reliable in day-to-day use. Documentation quality is above average for community skills.
- ★★★★★Diego Martin· Nov 27, 2024
tech-debt fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.
- ★★★★★Rahul Santra· Nov 15, 2024
Registry listing for tech-debt matched our evaluation — installs cleanly and behaves as described in the markdown.
- ★★★★★Amelia Singh· Nov 11, 2024
We added tech-debt from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.
- ★★★★★Layla Perez· Nov 11, 2024
I recommend tech-debt for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.
- ★★★★★Ishan Brown· Oct 18, 2024
We added tech-debt from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.
- ★★★★★Pratham Ware· Oct 6, 2024
tech-debt reduced setup friction for our internal harness; good balance of opinion and flexibility.
- ★★★★★Sophia Khan· Oct 2, 2024
tech-debt fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.
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