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implementation-approach
shinpr/ai-coding-project-boilerplateSkill
Selects implementation strategy (vertical slice, horizontal, or hybrid) with risk assessment. Use when planning feature implementation.
Why this score
This repo hosts 10 skills, so its 234 stars are split between them (about 23 each) for scoring.
Popularity score: 62/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 20, 2026 at commit e58f65cf9af3, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This oneimplementation-approach shinpr/ai-coding-project-boilerplate · Skill | 62 | ★ 234 | ≈40 always | 21d ago |
| extract-approach seldonframe/seldonframe · Skill Both about approach | 54 | ★ 63 | ≈66 always | 26d ago |
| advise-project-approach AaravKashyap12/advise-project-approach · Skill Both about approach and implementation | 70 | ★ 322 | ≈156 always | 2mo ago |
| dev-implementation codeaholicguy/ai-devkit · Skill Both about implementation and feature | 72 | ★ 1.6k | ≈69 always | 17d ago |
| implementation-planner galdawave/pickle-rick-extension · Skill Both about implementation and strategy | 55 | ★ 453 | ≈47 always | 6mo ago |
| check-ticket-implementation eai-org/agent-toolkit · Skill Both about implementation and planning | 53 | ★ 62 | ≈53 always | 19d ago |