Open Source
rote
Compile AI agent skills into cheap, fast, deterministic pipelines that run without an LLM in the loop
Our verdict
We have not reviewed rote yet
No one at Enterprise DNA has checked this listing against its sources. The description comes from public listings gathered automatically. Any fact below shows where it came from and when it was last checked.
From the listing
About rote
Rote compiles AI agent skills into deterministic Python pipelines that run without an LLM. It replaces model calls with fixed logic to reduce cost and latency for well-defined tasks.
Best for
Python developers who want to turn stable agent skills into cheap, deterministic pipelines.
Use cases
- Convert a stable agent skill into a reusable Python function
- Eliminate LLM calls for routine or rule-based operations
- Build deterministic fallback paths for agent workflows
Notes
7 stars on GitHub. Last updated 2026-09-11. Licensed Apache-2.0.
Pros
- Removes runtime LLM costs
- Faster execution through fixed pipelines
- Deterministic outputs that are easier to test
Cons
- Requires skills to be fully codified in advance
- Very early project with a small community
- Limited to the Python ecosystem
Key facts
What we have checked
- Days since the last commit
- 1
- GitHub forks
- 0
- GitHub stars
- 8
- Open issues
- 4
- Releases in the last 90 days
- 9
Each value shows when we last confirmed it and where it came from. Values we have not confirmed are left out, never guessed.
Stars and usage
How rote is growing
7 to 8
Health and security
Is rote looked after, and what do its setup files show
Health score
75 out of 100
| Part | Points | What we saw |
|---|---|---|
| Recent activity | 30 of 30 | Last push 1 days ago |
| Releases | 15 of 15 | 9 releases in 90 days |
| Issue replies | Not counted | The latest check has no issue response reading (fewer than 3 measured issues, or issues switched off) |
| Maintainer | 0 of 15 | Owned by a single user |
| Official source | Not counted | MCP servers only |
Sources
Where this comes from
- GitHubRegistry
A source shows what was published when we checked it. It does not certify security, performance or a working installation. Read our method.
Changelog
What changed
No changes recorded yet. Releases, price changes and deprecations appear here, with their dates, once we track them for this record.
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