Advise Project Approach
Research comparable real projects before choosing, fixing, or shipping your project architecture.
Free
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Claude Code
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Grok Bot+18 agentsadvise-project-approach
Example session with this skill installed
Review my fast-api-gateway repo. I'm worried about logging performance as we scale to 10k RPS. What's the best approach to fix bottlenecks?
- Read your context and instructions
- Compiled the advise-project-approach
Project Approach Review: fast-api-gateway
Evidence: Inspected 12 files including pyproject.toml and main.py.
Gap Analysis: Current sync logging will bottleneck under 10k RPS.
Recommendation: Migrate to structlog for async I/O.
Next Action: Implement vertical slice in /auth/ middleware.
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About this skill
advise-project-approach is a Claude/Codex skill for making better project decisions before, during, or after a build.
Instead of recommending a tech stack from vibes, it researches comparable real-world projects, checks the user’s constraints, and produces an evidence-backed recommendation.
It supports three modes:
- Pre-build strategy: choose a stack, architecture, and build plan before starting.
- Mid-build course correction: review an in-progress repo and prioritize what to fix.
- Post-build review: compare a finished project against mature alternatives before shipping.
The skill is designed to produce:
- stack recommendations
- architecture direction
- comparable project research
- tradeoff analysis
- alternatives
- build or improvement plans
- risks and assumptions
- “when this recommendation becomes wrong” guidance
It is read-only by default and includes rules for evidence discipline, privacy, external research freshness, and anti-hallucination.
How to use
Skills on Agensi run inside your AI agent. Copy the prompt, paste it into your agent, and it connects to Agensi and installs this skill for you. If a payment is needed, your agent shows it to you first.
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