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agents/README.md
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Felix FaerberandClaude Opus 4.8 1c4e4ce950 docs: README reflects per-agent SELF_TOKEN model
The secret table still described AGENT_TOKEN as primary and TOKEN_* as
optional "falls back to the bot". The per-agent-token refactor inverted that:
each agent's own TOKEN_* is primary (selected into SELF_TOKEN), AGENT_TOKEN is
now only the fallback for repos without per-agent tokens. Document TOKEN_OPS,
the SELF_TOKEN selection, and that TOKEN_QA needs write:repository to merge.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-05 16:40:01 +03:00

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# agents
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 | Skills | Role |
|-------|-------|:------:|------|--------|------|
| `@pm` | `ollama-cloud/gemma4:cloud` | yes | comment | `gitea-api` | 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 | `gitea-api`, `node1-ssh` | Senior dev — complex, multi-file implementation (GLM-5.2 via Ollama Cloud, text-only). |
| `@lead` | `anthropic/claude-opus-4-8` | yes | pr | `gitea-api`, `node1-ssh` | Tech lead — the hardest problems, architecture, and final calls. |
| `@qa` | `ollama-cloud/minimax-m3:cloud` | yes | comment | `gitea-api` | 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. |
| `@ops` | `anthropic/claude-opus-4-8` | no | comment | `gitea-admin` | Gitea operator — administers the instance itself (create orgs/users/repos, labels, secrets, scoped per-user tokens, bootstrap repos). Comments only; never edits code. Confirms before destructive actions. |
`agent.yml`'s agent registry is the source of truth for this mapping — if you change a model
or an agent's skills there, update this table too.
### Per-agent skill scoping
Skills load **on-demand**: only a skill's one-line `description` ever appears in an agent's
`<available_skills>` list, and the full `SKILL.md` body (curl/API how-to) is fetched *only* when
the agent calls the `skill` tool — it is never baked into any system prompt. On top of that, each
agent's `skills` list in the registry drives an OpenCode `permission.skill` block that **denies all
skills by default and allows only the listed ones**. A denied skill is hidden entirely (its name and
description are omitted), so e.g. `@junior` never sees `gitea-api` — it just knows from the roster
that `@senior`/`@lead` can reach the Gitea API and asks them to. This keeps the "how it's done"
detail out of agents that shouldn't act on it while still letting them know the capability exists.
## Use it in a repo
**The standard caller is one file, identical in every repo.** Copy this repo's own
[`.gitea/workflows/ai-agent.yml`](.gitea/workflows/ai-agent.yml) verbatim into the consuming repo —
it is the source of truth, and `agents` itself uses the same file:
```yaml
name: ai-agent
run-name: "ai-agent · #${{ github.event.issue.number }}" # quotes required: bare # starts a YAML comment
# Standard caller for the shared AI-agent workflow (gitea/agents). Copy this file VERBATIM into
# any repo that should get the agents — it is identical in every repo. All logic + scripts live in
# agents/.gitea/workflows/; scripts are fetched from @main at run time. The `jobs.agent` wrapper is
# required: a reusable (workflow_call) workflow can only be invoked from a caller job, not top-level.
# `run-name` titles each run by the triggering issue (e.g. "ai-agent · #42") in the Actions list.
on:
issue_comment:
types: [created]
issues:
types: [opened]
jobs:
agent:
uses: gitea/agents/.gitea/workflows/agent.yml@main
secrets: inherit
```
That's the whole per-repo footprint, and it's the minimum a caller can be: the `on:` triggers must
live in each repo (a reusable workflow can't declare its callers' triggers) and the `jobs.agent`
wrapper is mandatory for `workflow_call`. Everything else (agent registry, routing, delegation,
reactions, PR/issue plumbing) lives here in `agent.yml`.
## Repo layout
`agent.yml` is kept thin: each step's shell lives in its own file under
`.gitea/workflows/scripts/` (`route.sh`, `install-opencode.sh`, `skill-node1-ssh.sh`,
`skill-gitea-api.sh`, `fetch-images.sh`, `fetch-thread.sh`, `run-agent.sh`,
`build-activity-log.sh`, `publish.sh`), invoked as `bash "$SCRIPTS/<name>.sh"`.
Because this is a **reusable** workflow (`workflow_call`), a caller run checks out the *caller's*
repo, not this one — so those script files aren't on disk by default. `agent.yml` therefore checks
this repo out into `.agents-workflow/` (pinned to `@main`, matching the caller's `uses: …@main`) and
points `$SCRIPTS` at it. Keep the workflow and its scripts moving together on `main`.
## 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) |
| `TOKEN_PM`,`TOKEN_SENIOR`,`TOKEN_JUNIOR`,`TOKEN_LEAD`,`TOKEN_QA` | **primary** — each agent's own Gitea-user PAT. The running agent gets *only its own* token (as `SELF_TOKEN`) so it posts, commits, comments, and (for `@qa` autopilot) merges as itself, and its `gitea-api` skill acts with its own scopes. `TOKEN_QA` needs `write:repository` to merge. |
| `TOKEN_OPS` | `@ops` only — the admin PAT behind the `gitea-admin` skill (create orgs/users/repos, manage labels & secrets, mint scoped tokens). Injected into the agent process only when the agent is `@ops`. |
| `AGENT_TOKEN` | **fallback** — an admin PAT used only where per-agent `TOKEN_*` aren't configured (e.g. an un-migrated consuming repo). Covers the two things the built-in `GITEA_TOKEN` can't do: post the delegation/autopilot comment that *fires the next run*, and merge a PR so the push *triggers downstream deploys*. Where per-agent tokens exist, each agent uses its own instead. |
Each agent authenticates as **itself**: the Run-agent step selects that agent's `TOKEN_*` into
`SELF_TOKEN` (never another agent's), falling back to `AGENT_TOKEN` only when its own token is unset.
`GITEA_TOKEN` is auto-provided (used for reads, and as the reply identity only when an agent has no
`TOKEN_*` of its own). 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`.