Ingot, evidence-gated optimization and version control for agent skills
Details
- External ID
- 49007271
- Source
- HN
- Company
- —
- Product
- skills
- Website domain
- github.com
- Launched
- July 22, 2026
- Cohort
- —
- Upvotes
- 7
- Upvotes percentile
- 0.3972520908004779
- Tags
- —
- Fetched at
- Sept. 7, 2026, 9:26 p.m.
- Updated at
- Sept. 7, 2026, 9:26 p.m.
Enrichment
- Theme
- ai agent infrastructure and tooling
- Vertical
- Horizontal
- Function
- Agent / copilot
- Audience
- B2B
- AI stance
- AI-native
- Project type
- Commercial product
- Normalized one-liner
- version control and testing for ai agent behaviors
- Manually corrected
- False
Could you build this?
Yes This is an agent evaluation and version-control CLI tool that wraps LLM calls, parses benchmark outputs, and gates file updates based on test metrics.
Discussion
2 comments analyzed.
Competitors
Other products that read as similar to this one — 2071 launches clear the similarity bar, closest 8 shown.
Attention rank: #1126 of 2072 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 266 days after the earliest competitor.
- Skill-up · hn · 2026-07-30 · 5 upvotes · similarity 0.71
- skillbox · github · 2026-09-17 · 222 upvotes · similarity 0.67
- Quibbler · hn · 2025-10-31 · 114 upvotes · similarity 0.66
- Agent-skills-eval · hn · 2026-05-07 · 79 upvotes · similarity 0.65
- nix-skills · github · 2026-09-22 · 8 upvotes · similarity 0.65
- search-answer-reviewer · github · 2026-09-17 · 11 upvotes · similarity 0.64
- agent-skills · github · 2026-09-15 · 16 upvotes · similarity 0.64
- hermes-my-skills · github · 2026-09-14 · 13 upvotes · similarity 0.64
Other launches for this product
- skills
- Claude Code skills that build complete Godot games
- Hivemind turns agent traces into skills and shares with your team
- skills
- adeskills
- skills
- skills
- Ratel, give agents unlimited tools and skills without context bloat
- Colin, a context engine for keeping agent skills fresh
- Distributing AI agent skills via NPM
- Open-source skills for end-to-end video ad campaigns
- TLA+ Workbench skill for coding agents (compat. with Vercel skills CLI)
Same idea, different domain
Nobody's really built a agent / copilot tool for Agriculture yet.