lean_ctx/core/gain/
task_classifier.rs

1use serde::{Deserialize, Serialize};
2
3#[derive(Debug, Clone, Copy, PartialEq, Eq, Hash, Serialize, Deserialize)]
4pub enum TaskCategory {
5    Coding,
6    Debugging,
7    Refactoring,
8    Testing,
9    Exploration,
10    Planning,
11    Delegation,
12    Git,
13    BuildDeploy,
14    Knowledge,
15    Architecture,
16    Review,
17    General,
18}
19
20impl TaskCategory {
21    pub fn label(&self) -> &'static str {
22        match self {
23            TaskCategory::Coding => "Coding",
24            TaskCategory::Debugging => "Debugging",
25            TaskCategory::Refactoring => "Refactoring",
26            TaskCategory::Testing => "Testing",
27            TaskCategory::Exploration => "Exploration",
28            TaskCategory::Planning => "Planning",
29            TaskCategory::Delegation => "Delegation",
30            TaskCategory::Git => "Git",
31            TaskCategory::BuildDeploy => "Build/Deploy",
32            TaskCategory::Knowledge => "Knowledge",
33            TaskCategory::Architecture => "Architecture",
34            TaskCategory::Review => "Review",
35            TaskCategory::General => "General",
36        }
37    }
38}
39
40pub struct TaskClassifier;
41
42impl TaskClassifier {
43    pub fn classify_tool(tool_name: &str) -> TaskCategory {
44        let t = normalize(tool_name);
45        match t.as_str() {
46            "ctx_edit" | "ctx_fill" => TaskCategory::Refactoring,
47            "ctx_read" | "ctx_multi_read" | "ctx_smart_read" | "ctx_delta" | "ctx_tree"
48            | "ctx_search" | "ctx_outline" | "ctx_graph" | "ctx_graph_diagram"
49            | "ctx_callgraph" => TaskCategory::Exploration,
50            "ctx_semantic_search" | "ctx_architecture" | "ctx_impact" => TaskCategory::Architecture,
51            "ctx_overview" | "ctx_preload" | "ctx_task" | "ctx_intent" | "ctx_workflow" => {
52                TaskCategory::Planning
53            }
54            "ctx_handoff" | "ctx_agent" | "ctx_share" => TaskCategory::Delegation,
55            "ctx_session" | "ctx_knowledge" | "ctx_compress_memory" => TaskCategory::Knowledge,
56            "ctx_cost" | "ctx_gain" | "ctx_metrics" | "ctx_wrapped" | "ctx_heatmap" => {
57                TaskCategory::Review
58            }
59            "ctx_shell" | "ctx_execute" => TaskCategory::Debugging,
60            _ => TaskCategory::General,
61        }
62    }
63
64    pub fn classify_command_key(cmd_key: &str) -> TaskCategory {
65        let k = normalize(cmd_key);
66        if k.is_empty() {
67            return TaskCategory::General;
68        }
69        if k.starts_with("git ") || k == "git" {
70            return TaskCategory::Git;
71        }
72
73        if k.starts_with("cargo ") {
74            let sub = k.trim_start_matches("cargo ").trim();
75            if matches!(sub, "test" | "nextest" | "llvm-cov" | "tarpaulin") {
76                return TaskCategory::Testing;
77            }
78            if matches!(sub, "build" | "check" | "clippy" | "fmt" | "run" | "doc") {
79                return TaskCategory::BuildDeploy;
80            }
81            return TaskCategory::BuildDeploy;
82        }
83
84        if k.contains("test") || k.contains("pytest") || k.contains("jest") || k.contains("vitest")
85        {
86            return TaskCategory::Testing;
87        }
88        if k.contains("build")
89            || k.contains("deploy")
90            || k.contains("docker")
91            || k.contains("compose")
92            || k.contains("kubectl")
93            || k.contains("helm")
94            || k.contains("terraform")
95        {
96            return TaskCategory::BuildDeploy;
97        }
98        if k.contains("lint") || k.contains("clippy") || k.contains("fmt") || k.contains("format") {
99            return TaskCategory::BuildDeploy;
100        }
101        if k.contains("grep") || k.contains("rg") || k.contains("ripgrep") {
102            return TaskCategory::Exploration;
103        }
104
105        TaskCategory::General
106    }
107}
108
109fn normalize(s: &str) -> String {
110    s.trim().to_lowercase()
111}
112
113#[cfg(test)]
114mod tests {
115    use super::*;
116
117    #[test]
118    fn classify_git() {
119        assert_eq!(
120            TaskClassifier::classify_command_key("git status"),
121            TaskCategory::Git
122        );
123    }
124
125    #[test]
126    fn classify_tools() {
127        assert_eq!(
128            TaskClassifier::classify_tool("ctx_semantic_search"),
129            TaskCategory::Architecture
130        );
131    }
132}
lean_ctx/core/gain/task_classifier.rs

lean_ctx/core/gain/
task_classifier.rs
