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fpf-problem-solving
CodeAlive-AI/ai-driven-developmentSkill
Use First Principles Framework (FPF) to decompose problems, architect systems, evaluate alternatives, define quality, qualify and develop methods, initiate inquiry from ordinary work, disambiguate agent-relative instructions, steer or resume work, surface applicable methods, coordinate development states, bridge domain terms, screen mandatory steps, compare configurations, probe capability, decide under uncertainty, reconsider decisions after their basis changes, establish causality, reason about time, synthesize ontologies, govern ontic admission, publish views, revalidate sources, select rep
Why this score
This repo hosts 10 skills, so its 163 stars are split between them (about 16 each) for scoring.
Popularity score: 61/100 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 5f831b43e388, first 300 source files (it's a large repo), 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 onefpf-problem-solving CodeAlive-AI/ai-driven-development · Skill | 61 | ★ 163 | ≈155 always | 17d ago |
| ensemble-solving mhattingpete/claude-skills-marketplace · Skill Both about solving and alternative | 58 | ★ 683 | ≈58 always | 3mo ago |
| falsify-the-problem ordinary-s/falsify-the-problem · Skill Both about problem and solving | 59 | ★ 102 | ≈66 always | 2mo ago |
| define-problem-statement product-on-purpose/pm-skills · Skill Both about problem and define | 63 | ★ 744 | ≈56 always | 18d ago |
| analyse-problem NeoLabHQ/context-engineering-kit · Skill Both about problem | 67 | ★ 1.8k | ≈23 always | 2mo ago |