Nicheloom visits: 58,301 all-time · 7,637 in the last 7 days

The opportunity tracker for new startups.

Today: 1,008 launches · Niche of the day: specialized calculation tools · See what launched today →

Skillscript

A declarative, sandboxed language for tool orchestration

Get picks like this daily. Today's launch numbers, the top launches, AI and tech news, and a daily opportunity pick, straight to your inbox.

Want to reach these readers? Sponsor an issue.

Hi HN — I'm Scott. Skillscript is a small language I built to write what I want my local agent to actually do, in a form I can read and version, instead of hoping the model gets it right each time.The itch started with something small. I wanted my NanoClaw agent to run my morning brief the same way every day. Check overnight tickets, summarize the deploy pipeline, flag anything urgent. Every session, it would re-figure out how to do this from scratch, drift a little, and cost tokens for what's basically a fixed procedure. I could put it in a system prompt or an MD skill file, but those are still instructions the model reads and reasons about every time. And I wanted it to run autonomously and then hand it to the model to reason over the data.The second thing that pushed me: I wanted to use small local models for the cheap stuff. They're capable, but if you just hand them the wheel, they wander. What I wanted was a way for the frontier model (or me) to write a specific procedure and hand it to the local model to execute, not interpret. The skillscript is the program; the model is the runtime.Skillscript is that. A skillscript is a text file with named steps, variables, conditions, and calls out to tools (MCP connectors, a local model, and shell commands from an operator allowlist). It's deliberately minimal — no eval, no arbitrary imports, no subprocess, no unbounded loops. Bounded language, limited potential for damage. Everything a skillscript can do is in the file. You read it and know.Where it is: pre-1.0 (0.30), MCP-native, self-hosted. Rough edges I know about: first-run setup takes more steps than it should, some of the grammar is still moving, and the local model integration currently assumes Ollama. It works well enough that I use it every day, but I wouldn't necessarily call it production-ready.- Repo: [https://github.com/sshwarts/skillscript](https://github.com/sshwarts/skillscript)- Site: [https://skillscript.ai](https://skillscript.ai)- Docs: [https://skillscript.mintlify.app/docs](https://skillscript.mintlify.app/docs)- npm: `skillscript-runtime`I'd welcome critique on two things especially: the language design (is it too small? too big? wrong shape?) and the trust model around agent-authored skills. What would you want to see before you trusted this on your own machine?

HN · launched Jul 12, 2026 · 18 upvotes (top 31%) · 0 views

Niche: programming languages and interpreters · 161 launches, 2 in the last 7 days ▼ -75% · Explore this niche →

Category and tags

  • Horizontal
  • Dev tools
  • Developer
  • AI feature
  • Commercial product

Visit website ↗ Source listing ↗

Could you build this?

Yes Building a domain-specific declarative DSL or interpreter for orchestrating agent tools can be generated easily with parser generators or AST interpreters in Python or TypeScript.

Discussion

20 comments analyzed.

Competitors mentioned: Cadence Skill (EDA tool automation language), Bash scripting, Python scripting, dbt (data build tool)

Concerns raised: README too long and hard to scan, Dark theme UI issues (white text on white sidebar), Lack of published benchmarks or performance comparisons, Overhead of inserting language definition into every prompt instead of building into model, New language complicates LLM's ability to generate scripts

Feature requests: Performance and accuracy comparison against other scripting languages, Simplified, leaner README documentation

Competitors

Other products that read as similar to this one : 615 launches clear the similarity bar, closest 8 shown.

Attention rank: #223 of 616 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 253 days after the earliest competitor.

The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.