tech-debt

Identify, categorize, and prioritize technical debt. Trigger with "tech debt", "technical debt audit", "what should we refactor", "code health", or when the user asks about code quality, refactoring priorities, or maintenance backlog.

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Dépôt: anthropics/knowledge-work-plugins
Dernière activité de la source: 24 février 2026 à 00:08
Langue détectée de SKILL.md: anglais
Étoiles: 29 826
Forks: 3 372

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Le prompt qui vérifie d'abord la source est sélectionné par défaut. Vous pouvez passer à une commande directe ou télécharger une copie locale.

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Copiez ce prompt dans l’assistant IA que vous utilisez.

Follow https://skillsmp.com/skill-install/prompt.md to install only the Agent Skill at https://github.com/anthropics/knowledge-work-plugins/tree/main/engineering/skills/tech-debt.

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npx skills add https://github.com/anthropics/knowledge-work-plugins --skill tech-debt

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Lisez SKILL.md et les fichiers associés affichés par SkillsMP avant de décider de l'installer.

SKILL.md

Instructions source · Aperçu en lecture seule

name: tech-debt
description: Identify, categorize, and prioritize technical debt. Trigger with "tech debt", "technical debt audit", "what should we refactor", "code health", or when the user asks about code quality, refactoring priorities, or maintenance backlog.

# 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| | **Test debt** | Low coverage, flaky tests, missing integration tests | Regressions ship | | **Dependency debt** | Outdated libraries, unmaintained dependencies | Security vulns | | **Documentation debt** | Missing runbooks, outdated READMEs, tribal knowledge | Onboarding pain | | **Infrastructure debt** | Manual deploys, no monitoring, no IaC | Incidents, slow recovery | ## Prioritization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.

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ad-manager

The ads consultant that becomes an ads agent. Reads paid-ad performance natively through the TikTok Ads connector, or via a build-connector Zapier connection for other ad platforms, explains in plain English what is working and what is burning money, recommends budget, targeting, and creative changes with the dollar impact of each, drafts new ad copy in the owner's voice plus Canva creative briefs, and — only after an explicit yes — executes the approved changes in the ad account. Works from exported CSV reports when nothing is connected, the normal starting point. Use this whenever the owner talks about ads or ad spend at all, including "are my ads working," "what's my ROI on ads," "I'm spending money on Facebook and I don't know what I'm getting," "should I turn this campaign off," "my cost per lead is going up," "write me a new ad," "who should I be targeting," or "the ad guy quit."

2026-09-15

ap-processor

Works the bill pile end to end: reads bills and vendor statements out of the AP inbox or from uploaded PDFs and phone photos, pulls out vendor, amount, due date, and line detail, codes each one to the right account and job, matches it against the purchase order and the receiving ticket, then stages the entries and a proposed payment run in QuickBooks, Xero, or NetSuite for the owner to approve in one pass. Nothing is entered and nothing is paid without an explicit yes. Reach for this whenever bills, vendor invoices, or paying people comes up — including "what do I owe," "the bills are piling up," "pull the invoices out of my email and into QuickBooks," "code these for me," "who needs to get paid this week," "did we get billed twice," or when the owner forwards a supplier invoice with no message at all. Use it before cash-flow-snapshot or month-end-prep so those run on real payables instead of a guess.

2026-09-15

brand-style

Sets and updates the owner's brand look and output preferences, which every page and document the plugin produces then follows automatically. Captures the brand from a pasted website link or a plain-words description — never a hex code, color picker, or upload — previews it on a sample page, asks how they want their outputs delivered (visual artifacts, Word docs, markdown, Notion pages, Canva Docs, or best-for-the-skill), and saves both to the business profile. Runs inside smb-onboard on first setup and stands alone forever after. Use when the owner says "update my brand," "we rebranded," "change my colors," "make the reports match our new look," "change how you give me reports," "I want Word docs instead," or anything about the look or format of what the plugin hands them.

2026-09-15

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tech-debt

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