trigger-doctor
Find out why your AI agent skills never fire
Get picks like this daily. The day's top launches, AI/tech news, and a weekly opportunity spotlight — straight to your inbox.
This is 1 of 132 launches in ai agent evaluation platforms — see how it stacks up on momentum and crowding →
373 other launches read as similar to this one →
Details
- External ID
- 1271338
- Source
- PH
- Company
- —
- Product
- trigger-doctor
- Website domain
- producthunt.com
- Launched
- Oct. 7, 2026
- Cohort
- —
- Upvotes
- 1
- Upvotes percentile
- 0.33
- Tags
- Open Source, Developer Tools, Artificial Intelligence, GitHub
Description
AI agent skills have a hidden failure mode: runtimes like Claude Code and Cursor load only the skill's name + description line, and decide from that alone whether to open it. If it doesn't match how users phrase requests, the skill silently never runs. trigger-doctor tests that gate: it simulates the judgment with a labeled suite, diagnoses misses, prescribes the fix, and saves a regression suite to re-run after model updates. Zero dependencies, CI exit codes, 3/3 skills.sh security audits.
Enrichment
- Niche
- ai agent evaluation platforms
- Vertical
- Horizontal
- Function
- Dev tools
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Hobby / open-source project
- Normalized one-liner
- skill trigger debugging tool for ai agent developers
- Manually corrected
- False
Could you build this?
Yes It simulates model prompt matching against skill schemas using an LLM evaluation harness, which is a straightforward script or web tool to build with AI assistance.
Competitors
Other products that read as similar to this one — 373 launches clear the similarity bar, closest 8 shown.
Attention rank: #226 of 374 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 328 days after the earliest competitor.
- SkillGild · ph · 2026-10-05 · 1 upvotes · similarity 0.54
- SkillGrill · ph · 2026-09-22 · 2 upvotes · similarity 0.51
- AgentTaste · ph · 2026-10-12 · 2 upvotes · similarity 0.51
- AgentGuard · ph · 2026-10-08 · 68 upvotes · similarity 0.48
- 404-not-found · ph · 2026-09-27 · 3 upvotes · similarity 0.48
- SkillSignal · ph · 2026-09-29 · 1 upvotes · similarity 0.47
- Agent Action Runtime · ph · 2026-09-26 · 1 upvotes · similarity 0.46
- pr-evidence · github · 2026-09-26 · 8 upvotes · similarity 0.45
Other launches for this product
- No other launches for this product.