package server import ( "context" "log" "strings" "github.com/Autumn-27/artex/agent" "github.com/Autumn-27/artex/db" ) type goalSpec struct { Text string VulnClass string } // createGoals materializes the goal node(s) under the task root (rel objective). // Decomposition is done ENTIRELY by the LLM (the project requires an LLM). There is // no rule-based fallback splitter — it only ever produced garbage (shredded URLs, // meaningless 2-way splits). If the LLM yields nothing (an error), the raw task goal // is used verbatim as a single goal so the task still has something to judge against. // Returns the seeded specs so callers can emit activity records for them. // emit, when non-nil, is forwarded to DecomposeGoals so LLM steps are visible in the UI. func (s *Server) createGoals(ctx context.Context, t *Task, emit func(db.Activity)) []goalSpec { // Use the SAME LLM the task runs on (its pinned profile, else the active profile), // NOT agent.FromEnv() — the LLM is configured via the UI (DB profile), not env vars, // so FromEnv returned empty and every task silently fell back to the crude rule // splitter (which shredded URLs / made meaningless 2-way splits). var specs []goalSpec if cfg, ok := s.goalsLLMConfig(t); ok { for _, g := range agent.DecomposeGoals(ctx, cfg, t.Goal, t.Description, emit) { if strings.TrimSpace(g.Text) != "" { specs = append(specs, goalSpec{Text: g.Text, VulnClass: g.VulnClass}) } } } if len(specs) == 0 { // No rule-based splitting: use the raw task goal verbatim as a single goal // (only reached on an LLM error — normal runs get real decomposed goals). if g := strings.TrimSpace(t.Goal); g != "" { log.Printf("[goals] task %s: LLM 目标拆解无产出,回退为「原始目标作为单目标」", t.ID) specs = []goalSpec{{Text: g}} } } origin, _ := t.Store.OriginFactID() for _, g := range specs { payload := map[string]any{"text": g.Text} if g.VulnClass != "" { payload["vulnclass"] = g.VulnClass } id, _ := t.Store.AddNode(db.KindGoal, payload, 0, "open", "system", nil) if origin > 0 && id > 0 { _ = t.Store.Link(origin, db.RelSpawns, id) // goals descend from the task root (origin fact) } } return specs } // goalsLLMConfig resolves the LLM config for goal decomposition: the task's pinned // profile if any, else the global active profile (same source the engine runs on). func (s *Server) goalsLLMConfig(t *Task) (agent.Config, bool) { if t != nil && t.LLMProfileID != nil { if cfg, ok := s.loadProfileConfig(*t.LLMProfileID); ok { return cfg, true } } return s.loadLLMConfig() }