rho-coding-agent 1.3.0

A lightweight agent harness inspired by Pi
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
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
use std::{
    sync::{
        atomic::{AtomicUsize, Ordering},
        Arc,
    },
    time::Duration,
};

use rho_sdk::{
    model::{
        ContentBlock, Message, ModelEvent, ModelIdentity, ModelRequest, ModelResponse, ToolCall,
    },
    provider::{ModelProvider, ProviderEventSender, ProviderFuture},
    CancellationToken, ProviderError, ProviderErrorKind, Retryability,
};

const MODE_ENV: &str = "RHO_TUI_TEST_MODE";
const MATRIX_MODE: &str = "matrix";
const TOOL_CALL_ID: &str = "tui-fixture-tool";
const QUESTIONNAIRE_CALL_ID: &str = "tui-fixture-questionnaire";
const PROGRESS_CALL_ID: &str = "tui-fixture-progress";
const GOAL_RETRY_CONDITION: &str = "fixture goal retry";
const GOAL_BLOCKED_CONDITION: &str = "fixture goal blocked";
static GOAL_RETRY_ATTEMPTS: AtomicUsize = AtomicUsize::new(0);
static GOAL_BLOCKED_EVALUATIONS: AtomicUsize = AtomicUsize::new(0);

pub(super) fn from_env(
    provider: &str,
    model: &str,
) -> Result<Option<Arc<dyn ModelProvider>>, String> {
    let Some(mode) = std::env::var_os(MODE_ENV) else {
        return Ok(None);
    };
    let mode = mode
        .into_string()
        .map_err(|_| format!("{MODE_ENV} must be valid UTF-8"))?;
    if mode != MATRIX_MODE {
        return Err(format!("unknown {MODE_ENV} value '{mode}'"));
    }
    Ok(Some(Arc::new(TuiFixtureProvider {
        identity: ModelIdentity::new(provider, "tui-test-fixture", model),
    })))
}

struct TuiFixtureProvider {
    identity: ModelIdentity,
}

impl ModelProvider for TuiFixtureProvider {
    fn identity(&self) -> ModelIdentity {
        self.identity.clone()
    }

    fn send_turn<'a>(&'a self, request: ModelRequest<'a>) -> ProviderFuture<'a> {
        Box::pin(async move { fixture_response(&request) })
    }

    fn send_turn_stream<'a>(
        &'a self,
        request: ModelRequest<'a>,
        events: ProviderEventSender,
    ) -> ProviderFuture<'a> {
        Box::pin(async move { fixture_stream(request, events).await })
    }
}

async fn fixture_stream(
    request: ModelRequest<'_>,
    events: ProviderEventSender,
) -> Result<ModelResponse, ProviderError> {
    let prompt = last_user_text(&request).unwrap_or_default();
    if is_goal_retry_prompt(&prompt) {
        if GOAL_RETRY_ATTEMPTS.fetch_add(1, Ordering::SeqCst) == 0 {
            return Err(ProviderError::new(
                ProviderErrorKind::Unavailable,
                "deterministic transient goal turn failure",
                Retryability::Retryable,
            ));
        }
        return completed("fixture goal retry completed after reusing the original prompt");
    }
    match prompt.as_str() {
        "fixture stream" => {
            events
                .send(ModelEvent::ReasoningDelta(
                    "deterministic reasoning phase one\n".into(),
                ))
                .await?;
            fixture_sleep(&request.cancellation, Duration::from_millis(250)).await?;
            events
                .send(ModelEvent::ReasoningDelta(
                    "deterministic reasoning phase two\n".into(),
                ))
                .await?;
            events
                .send(ModelEvent::OutputDelta("assistant stream part one ".into()))
                .await?;
            fixture_sleep(&request.cancellation, Duration::from_millis(350)).await?;
            events
                .send(ModelEvent::OutputDelta("part two".into()))
                .await?;
            completed("assistant stream part one part two")
        }
        "fixture markdown headings" => {
            let mut response = String::new();
            for delta in [
                "# Level one\n## Lev",
                "el two\n### Level three\n",
                "#### Level four\n##### Lev",
                "el five\n###### Level six",
            ] {
                events.send(ModelEvent::OutputDelta(delta.into())).await?;
                response.push_str(delta);
                fixture_sleep(&request.cancellation, Duration::from_millis(40)).await?;
            }
            completed(response)
        }
        "fixture tool" if tool_result(&request, TOOL_CALL_ID).is_none() => {
            let arguments = serde_json::json!({
                "path": ".rho-tui-fixture-output.txt",
                "content": "deterministic tool output\n",
            });
            events
                .send(ModelEvent::ToolCallDelta {
                    index: 0,
                    id: Some(TOOL_CALL_ID.into()),
                    name: Some("write_file".into()),
                    arguments: "{\"path\":\".rho-tui-fixture-output.txt\",".into(),
                })
                .await?;
            fixture_sleep(&request.cancellation, Duration::from_millis(300)).await?;
            events
                .send(ModelEvent::ToolCallDelta {
                    index: 0,
                    id: None,
                    name: None,
                    arguments: "\"content\":\"deterministic tool output\\n\"}".into(),
                })
                .await?;
            completed_tool_call(TOOL_CALL_ID, "write_file", arguments)
        }
        "fixture questionnaire" if tool_result(&request, QUESTIONNAIRE_CALL_ID).is_none() => {
            completed_tool_call(
                QUESTIONNAIRE_CALL_ID,
                "questionnaire",
                serde_json::json!({
                    "title": "Deterministic questionnaire",
                    "reason": "Validate exactly-once host input delivery.",
                    "questions": [{
                        "id": "color",
                        "question": "Choose one color",
                        "type": "choice",
                        "choices": ["red", "blue"],
                        "default": "red",
                        "required": true,
                    }],
                }),
            )
        }
        "fixture progress tool" if tool_result(&request, PROGRESS_CALL_ID).is_none() => {
            events
                .send(ModelEvent::ToolCallDelta {
                    index: 0,
                    id: Some(PROGRESS_CALL_ID.into()),
                    name: Some("tui_fixture_progress".into()),
                    arguments: "{}".into(),
                })
                .await?;
            fixture_sleep(&request.cancellation, Duration::from_millis(500)).await?;
            completed_tool_call(
                PROGRESS_CALL_ID,
                "tui_fixture_progress",
                serde_json::json!({}),
            )
        }
        "fixture steering" => {
            events
                .send(ModelEvent::OutputDelta(
                    "initial turn waiting for steering".into(),
                ))
                .await?;
            fixture_sleep(&request.cancellation, Duration::from_secs(2)).await?;
            completed("initial turn waiting for steering")
        }
        "fixture delay" => {
            events
                .send(ModelEvent::OutputDelta(
                    "partial assistant before cancellation".into(),
                ))
                .await?;
            fixture_sleep(&request.cancellation, Duration::from_secs(30)).await?;
            completed("delay unexpectedly completed")
        }
        "fixture input flood" => {
            let mut response = String::new();
            for index in 1..=400 {
                let chunk = format!("input flood event {index:03}\n");
                events.send(ModelEvent::OutputDelta(chunk.clone())).await?;
                response.push_str(&chunk);
                fixture_sleep(&request.cancellation, Duration::from_millis(5)).await?;
            }
            completed(response)
        }
        "fixture stream failure" => {
            events
                .send(ModelEvent::OutputDelta(
                    "partial assistant before forced stream termination".into(),
                ))
                .await?;
            fixture_sleep(&request.cancellation, Duration::from_millis(300)).await?;
            Err(ProviderError::new(
                ProviderErrorKind::Other,
                "deterministic forced stream termination",
                Retryability::Permanent,
            ))
        }
        "fixture bulk one" | "fixture bulk two" => {
            let response = bulk_response(&prompt);
            events
                .send(ModelEvent::OutputDelta(response.clone()))
                .await?;
            completed(response)
        }
        _ => {
            let response = fixture_response(&request)?;
            let ModelResponse::Assistant(blocks) = &response;
            for block in blocks {
                if let ContentBlock::Text(text) = block {
                    events.send(ModelEvent::OutputDelta(text.clone())).await?;
                }
            }
            Ok(response)
        }
    }
}

fn is_goal_retry_prompt(prompt: &str) -> bool {
    prompt.contains("The user invoked Rho's `/goal` command")
        && prompt.contains(&format!("Goal:\n{GOAL_RETRY_CONDITION}"))
}

fn fixture_response(request: &ModelRequest<'_>) -> Result<ModelResponse, ProviderError> {
    if is_compaction_request(request) {
        return completed("deterministic compacted conversation summary");
    }
    if is_blocked_goal_evaluation(request) {
        let evaluation = if GOAL_BLOCKED_EVALUATIONS.fetch_add(1, Ordering::SeqCst) == 0 {
            r#"{"state":"Blocked","reason":"all fixture work is complete; publishing requires user authority","human_steps":[{"action":"publish the fixture release","reason":"requires the user's credentials"}]}"#
        } else {
            r#"{"state":"Met","reason":"the fixture release is now published","human_steps":[]}"#
        };
        return completed(evaluation);
    }
    if let Some(result) = tool_result(request, TOOL_CALL_ID) {
        return completed(format!(
            "tool lifecycle complete with one result: {}",
            result.content.lines().next().unwrap_or_default()
        ));
    }
    if let Some(result) = tool_result(request, PROGRESS_CALL_ID) {
        return completed(format!(
            "progress tool lifecycle complete with one result: {}",
            result.content
        ));
    }
    if let Some(result) = tool_result(request, QUESTIONNAIRE_CALL_ID) {
        let count = current_turn_tool_results(request)
            .filter(|result| result.id == QUESTIONNAIRE_CALL_ID)
            .count();
        return completed(format!(
            "questionnaire response observed exactly {count} time(s): {}",
            result.content
        ));
    }
    let prompt = last_user_text(request).unwrap_or_default();
    if prompt.starts_with("Resume the following goal after it was blocked") {
        return completed("verified that the fixture release is now published");
    }
    if prompt == "fixture steer detail" {
        return completed("steering applied exactly once: fixture steer detail");
    }
    completed(format!("fixture response: {prompt}"))
}

fn is_blocked_goal_evaluation(request: &ModelRequest<'_>) -> bool {
    request.messages.iter().any(|message| {
        matches!(
            message,
            Message::System(prompt) if prompt.contains("conservative goal-completion evaluator")
        )
    }) && last_user_text(request).is_some_and(|prompt| {
        prompt.contains(&format!("Completion condition:\n{GOAL_BLOCKED_CONDITION}"))
    })
}

fn last_user_text(request: &ModelRequest<'_>) -> Option<String> {
    request.messages.iter().rev().find_map(|message| {
        let Message::User(content) = message else {
            return None;
        };
        Some(
            content
                .iter()
                .filter_map(|block| match block {
                    ContentBlock::Text(text) => Some(text.as_str()),
                    ContentBlock::Image(_) | ContentBlock::ToolCall(_) => None,
                })
                .collect::<String>(),
        )
    })
}

fn current_turn_tool_results<'a>(
    request: &'a ModelRequest<'_>,
) -> impl Iterator<Item = &'a rho_sdk::model::ToolResult> + 'a {
    request
        .messages
        .iter()
        .rev()
        .take_while(|message| !matches!(message, Message::User(_)))
        .filter_map(|message| match message {
            Message::ToolResult(result) => Some(result),
            _ => None,
        })
}

fn tool_result<'a>(
    request: &'a ModelRequest<'_>,
    id: &str,
) -> Option<&'a rho_sdk::model::ToolResult> {
    current_turn_tool_results(request).find(|result| result.id == id)
}

fn is_compaction_request(request: &ModelRequest<'_>) -> bool {
    matches!(
        request.messages.first(),
        Some(Message::System(message))
            if message.starts_with("Summarize the compacted conversation history")
    )
}

fn completed(text: impl Into<String>) -> Result<ModelResponse, ProviderError> {
    Ok(ModelResponse::Assistant(vec![ContentBlock::Text(
        text.into(),
    )]))
}

fn completed_tool_call(
    id: &str,
    name: &str,
    arguments: serde_json::Value,
) -> Result<ModelResponse, ProviderError> {
    Ok(ModelResponse::Assistant(vec![ContentBlock::ToolCall(
        ToolCall {
            id: id.into(),
            name: name.into(),
            arguments,
        },
    )]))
}

fn bulk_response(prompt: &str) -> String {
    (1..=180)
        .map(|line| {
            format!(
                "{prompt} line {line:03}: deterministic transcript payload {}\n",
                "x".repeat(64)
            )
        })
        .collect()
}

async fn fixture_sleep(
    cancellation: &CancellationToken,
    duration: Duration,
) -> Result<(), ProviderError> {
    tokio::select! {
        () = tokio::time::sleep(duration) => Ok(()),
        () = cancellation.cancelled() => {
            Err(ProviderError::interrupted("fixture provider cancelled"))
        }
    }
}

#[cfg(test)]
mod tests {
    use super::*;

    #[test]
    fn routes_steering_and_compaction_requests_without_network_access() {
        let cancellation = CancellationToken::new();
        let steering_messages = [Message::user_text("fixture steer detail")];
        let steering = ModelRequest {
            messages: &steering_messages,
            tools: &[],
            cancellation: cancellation.clone(),
            reasoning_level: rho_sdk::ReasoningLevel::Medium,
            prompt_cache_key: None,
        };
        assert_eq!(
            fixture_response(&steering).unwrap(),
            ModelResponse::Assistant(vec![ContentBlock::Text(
                "steering applied exactly once: fixture steer detail".into()
            )])
        );

        let compaction_messages = [Message::System(
            "Summarize the compacted conversation history for continuation.".into(),
        )];
        let compaction = ModelRequest {
            messages: &compaction_messages,
            tools: &[],
            cancellation,
            reasoning_level: rho_sdk::ReasoningLevel::Medium,
            prompt_cache_key: None,
        };
        assert_eq!(
            fixture_response(&compaction).unwrap(),
            ModelResponse::Assistant(vec![ContentBlock::Text(
                "deterministic compacted conversation summary".into()
            )])
        );
    }

    #[test]
    fn questionnaire_count_is_scoped_to_the_current_user_turn() {
        let messages = vec![
            Message::user_text("fixture questionnaire"),
            Message::ToolResult(rho_sdk::model::ToolResult {
                id: QUESTIONNAIRE_CALL_ID.into(),
                ok: true,
                content: "old answer".into(),
            }),
            Message::user_text("fixture questionnaire"),
            Message::ToolResult(rho_sdk::model::ToolResult {
                id: QUESTIONNAIRE_CALL_ID.into(),
                ok: true,
                content: "current answer".into(),
            }),
        ];
        let request = ModelRequest {
            messages: &messages,
            tools: &[],
            cancellation: CancellationToken::new(),
            reasoning_level: rho_sdk::ReasoningLevel::Medium,
            prompt_cache_key: None,
        };

        assert_eq!(
            fixture_response(&request).unwrap(),
            ModelResponse::Assistant(vec![ContentBlock::Text(
                "questionnaire response observed exactly 1 time(s): current answer".into()
            )])
        );
    }

    #[test]
    fn bulk_response_is_long_and_deterministic_for_scroll_smokes() {
        let response = bulk_response("fixture bulk one");
        assert_eq!(response.lines().count(), 180);
        assert!(response.starts_with("fixture bulk one line 001:"));
        assert!(response.contains("fixture bulk one line 180:"));
    }
}