actviteai

Cecicela — Data skill for Claude Code

Data community

AI agent skills for coding agents: /ceci plans a goal as a job graph with human-in-the-loop gates, /cela proves every code, data, or ML model change with a tool-run evidence gate, /trouble debugs what.

How to install Cecicela

This entry records only its repository, not the path inside it, so there is no exact command to give. Open actviteai/cecicela and copy the folder into ~/.claude/skills/, or the file into ~/.claude/agents/.

What Cecicela does

AI agent skills for coding agents: /ceci plans a goal as a job graph with human-in-the-loop gates, /cela proves every code, data, or ML model change with a tool-run evidence gate, /trouble debugs what breaks. Claude Code, Codex, Cursor, Copilot, Grok.

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README

The ceciCela seal: two profiles back to back under one French hood, a plumb line between them, ringed by CECI and CELA

ceciCela

[![ci](https://github.com/actviteai/cecicela/actions/workflows/ci.yml/badge.svg)](https://github.com/actviteai/cecicela/actions/workflows/ci.yml) [![npm](https://img.shields.io/npm/v/@actvite/cecicela.svg)](https://www.npmjs.com/package/@actvite/cecicela) [![License: GPL v3](https://img.shields.io/badge/License-GPLv3-blue.svg)](LICENSE)

ceci plans this, cela proves that, trouble fixes what breaks.

▶ **Video:** [ceciCela, explained](https://youtu.be/i5Ge36L_MTk) on the [actVite YouTube channel](https://www.youtube.com/channel/UCPlRHTUre-GPCK__77zI5IQ).

**ceciCela** is three agent skills for coding agents, shipped as one product:

Skill What it does Package (latest on npm)
`/ceci` Turns a goal into a job graph, runs ready jobs in dependency order, stops at human gates before contact, posting, payment, or pricing, places GPU jobs, and hands every code, data, or model change to /cela. ![@actvite/ceci](https://img.shields.io/npm/v/@actvite/ceci.svg?label=%40actvite%2Fceci)
`/cela` The evidence gate. A bundled tool runs the checks, scores the oracles, and names the result (COMPLETE, STALLED, BLOCKED, MISSING_TEST), so the model never grades its own work. ![@actvite/cela](https://img.shields.io/npm/v/@actvite/cela.svg?label=%40actvite%2Fcela)
`/trouble` A four-roles debug protocol for stuck bugs and incidents: verbatim evidence, Bayesian ranking, and no fix until the roles unanimously agree. Ends with a machine-parseable verdict. [@actvite/trouble](https://www.npmjs.com/package/@actvite/tr