Shared AI dev-team workflow for Gitea Actions, reusable across repos. It gives any repo the @pm / @junior / @senior / @lead / @qa agents driven from issues and comments.

Agents

Agent	Model	Vision	Mode	Role
`@pm`	`ollama-cloud/gemma4:cloud`	yes	comment	Product manager — research, plan, ask clarifying questions, and decide which dev should do the work. Comments only; never edits files.
`@junior`	`ollama-cloud/kimi-k2.7-code:cloud`	no	pr	Junior dev — small, low-risk changes (mostly YAML/compose/config). Text-only, cannot read images. Defers complex or image tasks to `@senior` or `@lead`.
`@senior`	`ollama-cloud/glm-5.2:cloud`	no	pr	Senior dev — complex, multi-file implementation (GLM-5.2 via Ollama Cloud, text-only).
`@lead`	`anthropic/claude-opus-4-8`	yes	pr	Tech lead — the hardest problems, architecture, and final calls.
`@qa`	`ollama-cloud/minimax-m3:cloud`	yes	comment	QA — verifies things work. Drives a headless browser (Playwright) to open a URL/web app, click through it, screenshot, and report bugs or confirm behavior. Comments findings; opens no PRs.

agent.yml's agent registry is the source of truth for this mapping — if you change a model there, update this table too.

Use it in a repo

Add .gitea/workflows/ai-agent.yml to the consuming repo:

name: ai-agent
on:
  issue_comment:
    types: [created]
  issues:
    types: [opened]
jobs:
  agent:
    uses: ffaerber/agents/.gitea/workflows/agent.yml@main
    secrets: inherit

That's the whole per-repo footprint. All the logic (agent registry, routing, delegation, reactions, PR/issue plumbing) lives here in agent.yml.

Required secrets (per repo, or org-level for all)

Secret	For
`ANTHROPIC_API_KEY`	`@lead` (and `@pm`/`@senior`/`@qa` if on Claude)
`OLLAMA_URL`, `OLLAMA_CLOUD_API_KEY`	local ornith / Ollama Cloud (gemma4, kimi-k2.7-code, glm-5.2, minimax-m3)
`AGENT_TOKEN`	PAT (issue+repo write) used to post the delegation comment that fires the next agent
`TOKEN_PM`,`TOKEN_SENIOR`,`TOKEN_JUNIOR`,`TOKEN_LEAD`,`TOKEN_QA`	optional — post/commit as each agent's own Gitea user (falls back to the bot)

GITEA_TOKEN is auto-provided. Tip: set these once at the org level so every repo inherits them via secrets: inherit.

Also add to each consuming repo

AGENTS.md — the repo's own conventions (copy AGENTS.template.md from here and adapt). The agent reads the caller repo's AGENTS.md, so each repo can differ.
The bot users (pm,senior,…) as collaborators (needed on private repos, and enables @name autocomplete).

Maintaining

Change agent behavior once, here. Callers pin @main (or pin a tag for stability). History is the changelog — see git log.