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Zeke Sikelianos e2bd22704b feat: add build-models and publish-models skills

Two new skills covering the model-creation lifecycle:

- build-models: packaging custom models with Cog (cog.yaml, predict.py,
  weights loading with pget, cold-boot tricks, async predictors).
- publish-models: cog push, cog-safe-push, GitHub Actions patterns,
  multi-model matrix pushes, and post-publish monitoring.

Descriptions are written to be easy for agents to trigger on, with
specific file names, commands, and trigger phrases.

Patterns are distilled from production Replicate model repos including
cog-flux, cog-flux-kontext, cog-vllm, cog-comfyui, flux-fine-tuner,
vibevoice, cog-template, and model-ci-template.

2026-04-27 10:33:55 -07:00

1.7 KiB

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Replicate Skills: Agent Notes

Purpose

This repo publishes Agent Skills for Replicate: focused guides for finding, comparing, running, building, publishing, and prompting AI models.

Files that matter

skills/find-models/SKILL.md — search, collections, schemas, picking the right model.
skills/compare-models/SKILL.md — evaluating models by cost, speed, quality, and capabilities.
skills/run-models/SKILL.md — predictions, polling, webhooks, streaming, file I/O, concurrency, multi-model workflows.
skills/build-models/SKILL.md — packaging custom models with Cog: cog.yaml, predict.py, weights loading, cold-boot tricks.
skills/publish-models/SKILL.md — pushing models to Replicate with cog push and cog-safe-push, and CI/CD for releases.
skills/prompt-images/SKILL.md — prompting techniques for image generation and editing models.
skills/prompt-videos/SKILL.md — prompting techniques for video generation models.
script/lint — validates the skills.
.mcp.json — points to the remote MCP server.
.claude-plugin/ — marketplace metadata for Claude Code.

Editing guidelines

Keep each SKILL.md concise and practical. Prefer bullet lists over long prose.
Every code snippet must be runnable. The test runner executes them all.
Treat https://api.replicate.com/openapi.json as the source of truth for API details.
Do not add language-specific client guidance unless explicitly requested.

Linting

script/lint skills/find-models
script/lint skills/compare-models
script/lint skills/run-models
script/lint skills/build-models
script/lint skills/publish-models
script/lint skills/prompt-images
script/lint skills/prompt-videos