Add the AI layer that turns scan results into suggested next actions.
Provider model (internal/ai):
- Provider interface with Name() and Suggest(ctx, ScanResult) returning
[]Suggestion (repo_path, action, message, command, priority 0-2)
- NewProvider factory resolves the configured provider and enforces that
cloud providers have their API key in the configured env var; Ollama
needs no key
- OpenAIProvider: Chat Completions with response_format json_object
- OllamaProvider: local /api/chat with format:json for structured output
- AnthropicProvider: Messages API with system prompt and key/version
headers; all three fall back to provider-appropriate defaults for
base_url and model
- Shared client: 60s timeout, 4 MiB response cap, JSON encode/decode,
HTTP error surfaces the upstream status and body
Prompt design (BuildPrompt):
- Renders the full repository status table (name/status/branch/ahead/
behind/changes) plus strict output rules: exact suggestion schema,
allowed actions, smallest-safe-step guidance, no invented repositories,
return [] when healthy
Parsing (parseSuggestions):
- Tolerates ```json fences and surrounding prose, clamps priorities to
0-2, caps the result, and rejects replies without a JSON array
Suggestion display (presenter.Suggestions):
- "AI SUGGESTIONS" table (repository/action/priority/message/command)
rendered below the scan table with priority color-coded (red/yellow/
green); empty results say all repositories are healthy
Guarded execution (--ai-execute, experimental):
- RunConfirmed executes a suggestion's command inside its repository only
after explicit per-command y/N confirmation, and only for actions on an
allowlist (commit/push/pull/stash/checkout) so LLM output can never run
arbitrary shell commands; cancellation aborts remaining suggestions
CLI wiring:
- scan: AI block after the table when --ai is set and format is not json
(JSON streams stay machine-readable); failures degrade to warnings
- watch: AI is queried only on the first frame and when something changed
since the previous frame, to avoid hammering the provider every interval
- New --ai-execute flag and provider validation in config (openai/ollama/
anthropic), included in the config dump
Testing:
- httptest-based provider tests verifying request shape (model, auth
headers, path), response parsing, API error bodies, HTTP failures, and
cancellation
- Parse tests: plain/fenced/prose replies, empty arrays, garbage,
truncated JSON, priority clamping
- Execution tests: unsafe actions and empty commands never run, declined
confirmations are skipped, confirmed commands execute in the repo dir,
failing commands surface errors
- Presenter suggestion table and empty-state tests
Verified: go build, go vet, go test -race, gofmt clean; end-to-end smoke
test against a local fake Ollama server (request shape confirmed, table +
suggestions rendered) and the missing-API-key warning path.
dimitar
aee63bf321