experientiallabs/experiential

Experiential is the open source, zero markup gateway for BYOK, self-hosted and 1000+ marketplace models. It learns from your traffic to cut costs, recommend better models, and train a specialized model you own.

About the project

Experiential is an open-source model gateway and router, meaning a service that gives agents one API for hosted, user-provided, local, and custom language models. It is for teams that need to choose models, control access and spending, and route production requests according to quality, speed, or cost. The catalogue entries provide agent skills and instructions for operating or configuring the gateway.

This repository also configures its own agents. See what experiential tells them →

9.9kStars on the repository
7Mods indexed here, across every type
11d agoLast push, which is what freshness is scored on
Apache-2.0Licence, which decides whether bodies are shown

improve-judge

01

experientiallabs/experiential

Skill Claude Code

Improve a canonical common-owned judge from reviewed rollout evidence, human labels, and leakage-safe calibration without bypassing the frozen router workflow.

not rated 9.9k 11d ago A SkillSpector: pass 31 tokens original Apache-2.0

ready-for-merge

02

experientiallabs/experiential

Skill Claude Code

Mandatory pre-merge gate for every PR. Runs /code-review --fix at an effort level scaled to the PR's breadth, resolves every review comment (Cursor, Codex, humans), and verifies the diff complies with AGENTS.md. Use whenever the user says a PR is ready to merge, asks to merge, or invokes /ready-for-merge.

not rated 9.9k changed 14d ago A SkillSpector: pass 77 tokens original Apache-2.0

test-build

03

experientiallabs/experiential

Skill Claude Code

Run the live Experiential build-to-serve path as an unattended automation. Fits the pinned terminal-tasks trace export through the CLI, calibrates the judge non-interactively, fits a router, verifies exact replay, and serves the frozen policy on loopback. Use when asked to test the build path, verify cloud setup, or…

not rated 9.9k 11d ago C SkillSpector: warn 76 tokens original Apache-2.0

test-gateway

04

experientiallabs/experiential

Skill Claude Code

End-to-end happy-path test of the Experiential local gateway, covering interactive first-run setup via the exp run TUI, the served OpenAI-compatible routes, usage accounting, restart persistence, and integration with an external OpenAI-compatible client such as opencode. Use when asked to test, validate, or demo the…

not rated 9.9k 11d ago B SkillSpector: warn 70 tokens original Apache-2.0

video-create

05

experientiallabs/experiential

Skill Claude Code

Make a pro-level video (launch film, manifesto/brand film, product demo, feature announcement, explainer, social cut, a frame-locked remake of a reference, or a style-matched edit like a reference (sigma, hype or founder edit) with the user's own footage) entirely with code plus optional TTS, AI b-roll and archival…

not rated 9.9k 11d ago B 147 tokens original Apache-2.0

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