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Specialist lenses ran strictly sequentially within a model. Add a GADFLY_LENS_CONCURRENCY knob (default 1 = unchanged) that overlaps the independent per-lens review+recheck passes, so a model posts its consolidated comment as soon as its lenses finish. Per-provider configurable, mirroring GADFLY_PROVIDER_CONCURRENCY: GADFLY_PROVIDER_LENS_CONCURRENCY takes a "provider=N,..." map keyed by the same provider lanes (modelProvider() mirrors entrypoint's provider_of; providerOverride() mirrors provider_cap). The override wins for the model's lane, else the scalar default. runSpecialists fans out via a bounded worker pool, order-preserving (results written by index) and keeping each lens's own timeout/recheck. repoFS is immutable + fresh-toolbox-per-pass, so lenses share no mutable state (verified under -race). Docs/examples updated; dropped a duplicate GADFLY_TIMEOUT_SECS README row. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Example consumer workflows
Each file here is a complete, copy-paste stub workflow. Pick the one that matches your
setup, copy it to .gitea/workflows/adversarial-review.yml in the repo you want reviewed, and
set the secrets/vars it references. Gadfly is advisory only — it never blocks a merge.
| File | Backend | Needs |
|---|---|---|
adversarial-review.yml |
Ollama Cloud (default) + inline notes for every provider | secret OLLAMA_CLOUD_API_KEY |
local-ollama.yml |
a local/LAN Ollama daemon | nothing (or GADFLY_BASE_URL for a remote host) |
openai-compatible.yml |
any OpenAI-compatible endpoint (local Ollama /v1, gateway, vLLM, OpenRouter…) |
GADFLY_BASE_URL (+ a key for most gateways) |
endpoint-aliases.yml |
several named backends at once (one comment each) | repo vars GADFLY_ENDPOINT_<NAME> |
.gadfly.yml |
per-repo specialist config (not a workflow — goes at your repo root) | — |
Common to all:
- Triggers: new/reopened/ready non-draft PR (auto),
@gadfly reviewcomment (allowed users), or manualworkflow_dispatchwith apr_number. GITEA_TOKENis provided automatically; comments post asgitea-actions.- Tested backends are the Ollama ones; OpenAI/Anthropic/Google are wired via majordomo but untested. See the repo README for the full config reference and the honest tested/untested status.
Gitea note: repo
vars/secretsare not auto-exposed as env — anything you reference via${{ vars.X }}/${{ secrets.X }}must appear in the step'senv:block (already wired in these examples).