{"slug":"aaravkashyap12-advise-project-approach","source_name":"aaravkashyap12/advise-project-approach","name":"Aaravkashyap12/Advise Project Approach","description":"Research and advise on the best way to approach a software project, including architecture, tech stack, implementation strategy, pricing/operating-cost tradeoffs, benchmark research, and comparisons with similar real-world projects. Use before building, mid-build, or after completion when the user asks for project strategy, optimal approach, research comparables, similar projects, stack selection, vendor/service choice, repo analysis, architecture critique, implementation feedback, or a prioriti","version":3,"lift":{"pass_rate_delta_pts":13.04,"pass_rate_pct":69.6,"total_cases":23,"passed_cases":16,"tokens_delta_pct":354.5,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-09-25T23:19:46.404917+00:00"},"skill_score":0.6957,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":13.04,"with_pass_pct":69.6,"without_pass_pct":56.5,"tokens_delta_pct":354.5,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":18,"verdict":"mixed","never_hurt":false,"completed_at":"2026-09-25T23:19:46.404917+00:00","run_id":"f478256b-4b90-445f-94af-b7f981a78bdc","version_number":3,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"MIT","install_count":0,"manifest_hash":"8c1087655a0e8dc5f4d75d9eead540ac75f25223349ffb39af4d26b1c101b379","raw_url":"https://app.decimal.ai/s/aaravkashyap12-advise-project-approach/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/aaravkashyap12-advise-project-approach"}