lash-protocol-rlm 0.1.0-alpha.39

RLM protocol (persistent Lashlang execution) for the lash agent runtime.
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

use lash_core::PreparedContext;
use lash_core::plugin::{ContextError, TurnContextTransform, TurnTransformContext};

use crate::driver::SharedPromptUsage;

pub(super) const BUDGET_WARNING_STATUS: &str = "rlm_context_budget_warning";

pub(super) struct BudgetUsageObserver {
    pub(super) cell: SharedPromptUsage,
}

#[async_trait::async_trait]
impl TurnContextTransform for BudgetUsageObserver {
    fn id(&self) -> &'static str {
        "rlm.budget_usage_observer"
    }

    async fn transform(
        &self,
        ctx: &TurnTransformContext<'_>,
        input: PreparedContext,
    ) -> Result<PreparedContext, ContextError> {
        if let Ok(mut guard) = self.cell.write() {
            *guard = ctx.prompt_usage.clone();
        }
        Ok(input)
    }
}

#[cfg(test)]
mod tests {
    use crate::rlm_support::format_budget_suffix;

    fn prompt_usage(context_budget_tokens: usize) -> lash_core::PromptUsage {
        lash_core::PromptUsage {
            prompt_context_tokens: context_budget_tokens,
            input_tokens: context_budget_tokens,
            cached_input_tokens: 0,
            context_budget_tokens,
        }
    }

    #[test]
    fn budget_prompt_contribution_below_advisory_floor_emits_status_only() {
        let usage = prompt_usage(47_213);
        let content = format_budget_suffix(0, Some(&usage), Some(200_000))
            .expect("budget suffix should render");

        assert!(content.contains("Tokens: 47213 · frame switch threshold: 200000 (23%)"));
        assert!(content.contains("Turn:"));
        assert!(!content.contains("Look for a clean frame switch point"));
        assert!(!content.contains("Budget tight"));
        assert!(!content.contains("Past the frame switch threshold"));
    }

    #[test]
    fn budget_prompt_contribution_advisory_tier_60_to_89_pct() {
        let usage = prompt_usage(75_000);
        let content = format_budget_suffix(0, Some(&usage), Some(100_000))
            .expect("budget suffix should render");

        assert!(content.contains("Tokens: 75000 · frame switch threshold: 100000 (75%)"));
        assert!(content.contains("Look for a clean frame switch point"));
        assert!(!content.contains("Budget tight"));
        assert!(!content.contains("Past the frame switch threshold"));
    }

    #[test]
    fn budget_prompt_contribution_tight_tier_90_to_99_pct() {
        let usage = prompt_usage(95_000);
        let content = format_budget_suffix(0, Some(&usage), Some(100_000))
            .expect("budget suffix should render");

        assert!(content.contains("Tokens: 95000 · frame switch threshold: 100000 (95%)"));
        assert!(content.contains("Budget tight"));
        assert!(content.contains("`control.continue_as(...)`"));
        assert!(!content.contains("Past the frame switch threshold"));
        assert!(!content.contains("Look for a clean frame switch point"));
    }

    #[test]
    fn budget_prompt_contribution_over_threshold_forces_frame_switch() {
        let usage = prompt_usage(120_292);
        let content = format_budget_suffix(0, Some(&usage), Some(100_000))
            .expect("budget suffix should render");

        assert!(content.contains("Tokens: 120292 · frame switch threshold: 100000 (120%)"));
        assert!(content.contains("Past the frame switch threshold"));
        assert!(content.contains("End this block with `control.continue_as(...)` now"));
        assert!(content.contains("do not call `submit`"));
        assert!(content.contains("`task` + `seed`"));
    }

    #[test]
    fn budget_prompt_contribution_omits_without_configured_budget() {
        let usage = prompt_usage(47_213);

        assert!(format_budget_suffix(0, Some(&usage), None).is_none());
    }

    #[test]
    fn budget_prompt_contribution_omits_without_used_tokens() {
        let usage = prompt_usage(0);

        assert!(format_budget_suffix(0, Some(&usage), Some(200_000)).is_none());
    }
}