kaizen-cli 0.1.35

Distributable agent observability: real-time-tailable sessions, agile-style retros, and repo-level improvement (Cursor, Claude Code, Codex). SQLite, redact before any sync you enable.
Documentation 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145

// SPDX-License-Identifier: AGPL-3.0-or-later
use kaizen::experiment::types::Classification;
use quint_connect::*;
use serde::Deserialize;

// --- Quint classification type (mirrors the Quint enum) ---

#[derive(Debug, Clone, Copy, Eq, PartialEq, Deserialize)]
#[serde(tag = "tag")]
enum SpecClass {
    Control,
    Treatment,
    Excluded,
}

impl From<SpecClass> for Classification {
    fn from(s: SpecClass) -> Self {
        match s {
            SpecClass::Control => Classification::Control,
            SpecClass::Treatment => Classification::Treatment,
            SpecClass::Excluded => Classification::Excluded,
        }
    }
}

// --- State (mirrors Quint vars manual_tag, git_class, conflict) ---

#[derive(Debug, Eq, PartialEq, Deserialize)]
struct BindingState {
    manual_tag: SpecClass,
    git_class: SpecClass,
    conflict: bool,
}

// --- Driver ---

#[derive(Debug)]
struct BindingDriver {
    manual_tag: Classification,
    git_class: Classification,
    conflict: bool,
}

impl Default for BindingDriver {
    fn default() -> Self {
        Self {
            manual_tag: Classification::Excluded,
            git_class: Classification::Excluded,
            conflict: false,
        }
    }
}

fn resolve(manual: &Classification, git: &Classification) -> Classification {
    if *manual != Classification::Excluded {
        manual.clone()
    } else {
        git.clone()
    }
}

impl State<BindingDriver> for BindingState {
    fn from_driver(d: &BindingDriver) -> Result<Self> {
        Ok(BindingState {
            manual_tag: match d.manual_tag {
                Classification::Control => SpecClass::Control,
                Classification::Treatment => SpecClass::Treatment,
                Classification::Excluded => SpecClass::Excluded,
            },
            git_class: match d.git_class {
                Classification::Control => SpecClass::Control,
                Classification::Treatment => SpecClass::Treatment,
                Classification::Excluded => SpecClass::Excluded,
            },
            conflict: d.conflict,
        })
    }
}

impl Driver for BindingDriver {
    type State = BindingState;

    fn step(&mut self, step: &Step) -> Result {
        switch!(step {
            init => {
                self.manual_tag = Classification::Excluded;
                self.git_class  = Classification::Excluded;
                self.conflict   = false;
            },
            step => {
                self.manual_tag = Classification::Excluded;
                self.git_class  = Classification::Excluded;
                self.conflict   = false;
            },
            classify_via_git(g: SpecClass) => {
                self.git_class = g.into();
            },
            apply_manual_tag(v: SpecClass) => {
                let incoming: Classification = v.into();
                self.conflict = self.manual_tag != Classification::Excluded
                    && self.manual_tag != incoming;
                if self.manual_tag == Classification::Excluded || self.manual_tag == incoming {
                    self.manual_tag = incoming;
                }
            }
        })
    }
}

// Spot-check: manual always wins over git in the resolved classification.
#[test]
fn manual_beats_git() {
    let d = BindingDriver {
        manual_tag: Classification::Control,
        git_class: Classification::Treatment,
        ..Default::default()
    };
    assert_eq!(
        resolve(&d.manual_tag, &d.git_class),
        Classification::Control
    );
}

// Spot-check: git used when no manual tag.
#[test]
fn git_used_without_manual() {
    let d = BindingDriver {
        git_class: Classification::Treatment,
        ..Default::default()
    };
    assert_eq!(
        resolve(&d.manual_tag, &d.git_class),
        Classification::Treatment
    );
}

#[quint_run(
    spec = "specs/experiment-binding.qnt",
    max_samples = 20,
    max_steps = 6,
    seed = "0x2"
)]
fn experiment_binding_run() -> impl Driver {
    BindingDriver::default()
}