| 1 | package control |
| 2 | |
| 3 | import "strings" |
| 4 | |
| 5 | // Legacy Goal classes remain for sidecar and deprecated CLI compatibility. |
| 6 | const ( |
| 7 | BudgetClassSimple = "simple" |
| 8 | BudgetClassWrite = "write" |
| 9 | BudgetClassResearch = "research" |
| 10 | ) |
| 11 | |
| 12 | // ClassifyGoalBudget selects simple/write/research from goal text alone. |
| 13 | // Legacy CLI flags and sidecars apply on/off overrides in the control package. |
| 14 | func ClassifyGoalBudget(goal string) string { |
| 15 | if needsResearchBudget(goal) { |
| 16 | return BudgetClassResearch |
| 17 | } |
| 18 | if GoalNeedsWriteBudget(goal) { |
| 19 | return BudgetClassWrite |
| 20 | } |
| 21 | return BudgetClassSimple |
| 22 | } |
| 23 | |
| 24 | func needsResearchBudget(goal string) bool { |
| 25 | trimmed := strings.TrimSpace(goal) |
| 26 | if trimmed == "" { |
| 27 | return false |
| 28 | } |
| 29 | lower := strings.ToLower(trimmed) |
| 30 | if strings.Contains(lower, ".reasonix/autoresearch/") { |
| 31 | return true |
| 32 | } |
| 33 | for _, kw := range researchBudgetStrongKeywords { |
| 34 | if strings.Contains(lower, kw) { |
| 35 | return true |
| 36 | } |
| 37 | } |
| 38 | return researchBudgetPhaseCount(lower) >= 4 |
| 39 | } |
| 40 | |
| 41 | func researchBudgetPhaseCount(lower string) int { |
| 42 | categories := 0 |
| 43 | for _, group := range researchBudgetPhaseKeywords { |
| 44 | if containsAnyGoalKeyword(lower, group) { |
| 45 | categories++ |
| 46 | } |
| 47 | } |
| 48 | return categories |
| 49 | } |
| 50 | |
| 51 | func containsAnyGoalKeyword(s string, needles []string) bool { |
| 52 | for _, needle := range needles { |
| 53 | if strings.Contains(s, needle) { |
| 54 | return true |
| 55 | } |
| 56 | } |
| 57 | return false |
| 58 | } |
| 59 | |
| 60 | var researchBudgetStrongKeywords = []string{ |
| 61 | "持续", "长期", "彻底", "直到根因", "根因明确", "多轮", |
| 62 | "不要原地打转", "别原地打转", "完整方案", "完整做成方案", |
| 63 | "跑实验", "反复验证", "长期优化", "系统性研究", "持续研究", |
| 64 | "持续排查", "持续推进", "长期跑", |
| 65 | "long-horizon", "long horizon", "long-running", "keep researching", |
| 66 | "keep working", "root cause", "until the root cause", "do not spin", |
| 67 | "don't spin", "thoroughly", "systematically", |
| 68 | } |
| 69 | |
| 70 | var researchBudgetPhaseKeywords = [][]string{ |
| 71 | {"研究", "调研", "排查", "分析", "定位", "诊断", "research", "investigate", "diagnose", "analyze", "analysis"}, |
| 72 | {"实现", "修复", "改造", "开发", "重构", "implement", "build", "fix", "refactor"}, |
| 73 | {"验证", "测试", "复现", "联调", "benchmark", "verify", "validate", "test", "reproduce"}, |
| 74 | {"优化", "完善", "提升", "收敛", "optimize", "improve", "tune", "polish"}, |
| 75 | {"文档", "方案", "说明", "总结", "document", "docs", "writeup", "plan"}, |
| 76 | {"发布", "上线", "提交", "pull request", "publish", "ship", "deploy"}, |
| 77 | } |
| 78 |