managing-tech-debt SKILL.md skillA
managing-tech-debt from bjornmelin/dev-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add bjornmelin/dev-skills/managing-tech-debt@git:20260728.3aaa44bPins git:20260728.3aaa44b in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- bjornmelin/dev-skills
- Path
archive/skills/managing-tech-debt/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260728.3aaa44b, committed Jul 28, 2026
- Size
- 6,186 bytes
- Repository stars
- 8
- License
- none declared
Help users manage technical debt strategically. Use when someone is dealing with legacy code, planning refactoring work, deciding between rewrites vs. incremental fixes, trying to get buy-in for tech debt reduction, or balancing new features with maintenance.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Managing Tech Debt Help the user manage technical debt strategically using insights from 18 product leaders. ## How to Help When the user asks for help with tech debt: 1. **Understand the situation** - Ask about the nature of the debt (legacy systems, code quality, architectural limitations), how it's manifesting (slow velocity, incidents, inability to ship), and the business context 2. **Diagnose the urgency** - Determine if this is blocking critical business needs or a slower-burning issue 3. **Choose the right approach** - Help them decide between incremental improvement, targeted refactoring, or (rarely) a full rewrite 4. **Build the business case** - Help quantify the cost of the debt and communicate value to stakeholders ## Core Principles ### Rewrites almost never work Camille Fournier: "Engineers notoriously, notoriously, notoriously, massively underestimate the migration time for old system to new system. By the way, you still have to support the old system while you're working on the new system." Full rewrites are traps. Prefer incremental evolution - uplift specific components rather than starting from scratch. ### Tech debt is product debt …
Read the whole file at its exact version.
How to install
mdr add bjornmelin/dev-skills/managing-tech-debt@sha256:d9b0ff127791f87eThe line at the top of this page pins the label git:20260728.3aaa44b, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_qdjrszajuosq3hha)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jul 28, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (6186 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
bjornmelin/dev-skills · 8 stars · license none declared · pushed 2026-10-15 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_qdjrszajuosq3hha GET https://markdownregistry.com/api/v1/resolve?ref=bjornmelin/dev-skills/managing-tech-debt GET https://markdownregistry.com/api/v1/blob/d9b0ff127791f87e0b97b1972dacd59f2744ae5a05cefa32475f0e85e94ada05
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.