use std::collections::HashMap;
use std::io::{BufRead, BufReader};
use std::path::Path;
use serde_json::Value;
use crate::{Harness, fingerprint, parse_ts};
pub const TOUCH_CHARS: usize = 200;
const REFUSAL_CHARS: usize = 2000;
const TOOL_CHARS: usize = 300;
#[derive(Debug, Clone, PartialEq, Eq)]
pub enum Step {
Prompt { ts: i64, text: String },
Input { ts: i64, text: String },
Said { ts: i64, text: String },
Touch { ts: i64, text: String },
Refused { ts: i64, tool: String, error: String },
}
impl Step {
pub fn ts(&self) -> i64 {
match self {
Step::Prompt { ts, .. } | Step::Input { ts, .. } | Step::Said { ts, .. } | Step::Touch { ts, .. } | Step::Refused { ts, .. } => *ts,
}
}
}
#[derive(Debug, Clone)]
pub struct Dialogue {
pub id: String,
pub harness: Harness,
pub cwd: String,
pub entrypoint: String,
pub sidechain: bool,
pub steps: Vec<Step>,
}
fn human(t: &str) -> bool {
t.len() > 3
&& !t.starts_with('<')
&& !t.starts_with('/')
&& !t.starts_with('!')
&& !t.contains("[Request interrupted")
&& !t.starts_with("Stop hook feedback")
&& !t.starts_with("Caveat:")
}
fn submitted(t: &str) -> Option<String> {
let tag = |name: &str| {
let open = format!("<{name}>");
let start = t.find(&open)? + open.len();
let end = t[start..].find(&format!("</{name}>"))? + start;
Some(t[start..end].trim().to_string())
};
if let Some(cmd) = tag("command-name") {
let args = tag("command-args").unwrap_or_default();
return Some(if args.is_empty() { cmd } else { format!("{cmd} {args}") });
}
let plain = !t.is_empty() && !t.starts_with('<') && !t.starts_with('!') && !t.contains("[Request interrupted");
(plain && !t.starts_with("Stop hook feedback") && !t.starts_with("Caveat:") && (t.len() <= 3 || t.starts_with('/'))).then(|| t.to_string())
}
fn text_of(v: &Value) -> String {
match v {
Value::String(s) => s.clone(),
Value::Array(a) => a
.iter()
.filter(|b| b.get("type").is_none_or(|t| t == "text"))
.filter_map(|b| b.get("text").and_then(Value::as_str).or(b.as_str()))
.collect::<Vec<_>>()
.join("\n"),
_ => String::new(),
}
}
fn touched(tool: &str, input: &Value) -> String {
let s = |k: &str| input.get(k).and_then(Value::as_str).unwrap_or_default().to_string();
match tool.to_lowercase().as_str() {
"bash" => {
let cmd = s("command");
let paths = fingerprint::bash_read_paths(&cmd);
if paths.is_empty() { cmd.chars().take(TOUCH_CHARS).collect() } else { paths.join(" ") }
}
"grep" => format!("{} {}", s("pattern"), s("path")),
"glob" => s("pattern"),
_ => [s("file_path"), s("notebook_path"), s("path")].join(" ").trim().to_string(),
}
}
fn lines(path: &Path) -> impl Iterator<Item = Value> {
std::fs::File::open(path)
.ok()
.into_iter()
.flat_map(|f| BufReader::new(f).lines())
.map_while(Result::ok)
.filter_map(|l| serde_json::from_str::<Value>(&l).ok())
}
fn ts(v: &Value) -> i64 {
v.get("timestamp").and_then(Value::as_str).map_or(0, parse_ts)
}
fn result(steps: &mut Vec<Step>, ts: i64, tool: Option<&(String, Value)>, is_error: bool, content: &Value) {
let Some((name, input)) = tool else { return };
if is_error {
let first: String = text_of(content).trim_start().lines().next().unwrap_or_default().chars().take(REFUSAL_CHARS).collect();
let full = text_of(content);
let lower = full.to_lowercase();
if lower.contains("want to proceed with this tool use") || lower.contains("denied by user") || lower.contains("rejected by user") {
let error = if first.to_lowercase().contains("want to proceed") { full.chars().take(REFUSAL_CHARS).collect() } else { first };
steps.push(Step::Refused { ts, tool: format!("{name} {}", input.to_string().chars().take(TOOL_CHARS).collect::<String>()), error });
}
return;
}
let t = touched(name, input);
if !t.trim().is_empty() {
steps.push(Step::Touch { ts, text: t });
}
}
pub fn claude(path: &Path) -> Dialogue {
let id = path.file_stem().map(|s| s.to_string_lossy().into_owned()).unwrap_or_default();
let mut d = Dialogue { id, harness: Harness::Claude, cwd: String::new(), entrypoint: String::new(), sidechain: false, steps: Vec::new() };
d.sidechain = path.components().any(|c| c.as_os_str() == "subagents");
let mut tools: HashMap<String, (String, Value)> = HashMap::new();
for v in lines(path) {
if v.get("isSidechain").and_then(Value::as_bool) == Some(true) {
d.sidechain = true;
}
if d.cwd.is_empty()
&& let Some(c) = v.get("cwd").and_then(Value::as_str)
{
d.cwd = c.to_string();
}
if d.entrypoint.is_empty()
&& let Some(e) = v.get("entrypoint").and_then(Value::as_str)
{
d.entrypoint = e.to_string();
}
if v.get("isMeta") == Some(&Value::Bool(true)) || v.get("isCompactSummary") == Some(&Value::Bool(true)) {
continue;
}
let Some(msg) = v.get("message") else { continue };
let content = msg.get("content").unwrap_or(&Value::Null);
let t = ts(&v);
match v.get("type").and_then(Value::as_str) {
Some("assistant") => {
let mut said = Vec::new();
for b in content.as_array().into_iter().flatten() {
match b.get("type").and_then(Value::as_str) {
Some("text") => said.push(b.get("text").and_then(Value::as_str).unwrap_or_default()),
Some("tool_use") => {
let name = b.get("name").and_then(Value::as_str).unwrap_or_default();
let id = b.get("id").and_then(Value::as_str).unwrap_or_default();
tools.insert(id.into(), (name.into(), b.get("input").cloned().unwrap_or(Value::Null)));
}
_ => {}
}
}
let said = said.join("\n");
if !said.trim().is_empty() {
d.steps.push(Step::Said { ts: t, text: said });
}
}
Some("user") => {
let results: Vec<&Value> =
content.as_array().into_iter().flatten().filter(|b| b.get("type").and_then(Value::as_str) == Some("tool_result")).collect();
if results.is_empty() {
let text = text_of(content);
if human(text.trim()) {
d.steps.push(Step::Prompt { ts: t, text: text.trim().to_string() });
} else if let Some(text) = submitted(text.trim()) {
d.steps.push(Step::Input { ts: t, text });
}
}
for b in results {
let tool = b.get("tool_use_id").and_then(Value::as_str).and_then(|id| tools.get(id));
let is_error = b.get("is_error").and_then(Value::as_bool) == Some(true);
result(&mut d.steps, t, tool, is_error, b.get("content").unwrap_or(&Value::Null));
}
}
_ => {}
}
}
d
}
pub fn omp(path: &Path) -> Dialogue {
let id = path.file_stem().map(|s| s.to_string_lossy().into_owned()).unwrap_or_default();
let mut d = Dialogue { id, harness: Harness::Omp, cwd: String::new(), entrypoint: String::new(), sidechain: false, steps: Vec::new() };
let mut tools: HashMap<String, (String, Value)> = HashMap::new();
for v in lines(path) {
let t = ts(&v);
match v.get("type").and_then(Value::as_str) {
Some("session") => {
if v.get("parentSession").is_some_and(|p| !p.is_null()) {
d.sidechain = true;
}
if let Some(c) = v.get("cwd").and_then(Value::as_str) {
d.cwd = c.to_string();
}
if let Some(id) = v.get("id").and_then(Value::as_str) {
d.id = id.to_string();
}
}
Some("message") => {
let Some(msg) = v.get("message") else { continue };
let content = msg.get("content").unwrap_or(&Value::Null);
match msg.get("role").and_then(Value::as_str) {
Some("user") => {
let text = text_of(content);
if human(text.trim()) {
d.steps.push(Step::Prompt { ts: t, text: text.trim().to_string() });
} else if let Some(text) = submitted(text.trim()) {
d.steps.push(Step::Input { ts: t, text });
}
}
Some("assistant") => {
let mut said = Vec::new();
for b in content.as_array().into_iter().flatten() {
match b.get("type").and_then(Value::as_str) {
Some("text") => said.push(b.get("text").and_then(Value::as_str).unwrap_or_default()),
Some("toolCall") => {
let name = b.get("name").and_then(Value::as_str).unwrap_or_default();
let id = b.get("id").and_then(Value::as_str).unwrap_or_default();
tools.insert(id.into(), (name.into(), b.get("arguments").cloned().unwrap_or(Value::Null)));
}
_ => {}
}
}
let said = said.join("\n");
if !said.trim().is_empty() {
d.steps.push(Step::Said { ts: t, text: said });
}
}
Some("toolResult") => {
let tool = msg.get("toolCallId").and_then(Value::as_str).and_then(|id| tools.get(id));
let is_error = msg.get("isError").and_then(Value::as_bool) == Some(true);
result(&mut d.steps, t, tool, is_error, content);
}
_ => {}
}
}
_ => {}
}
}
d
}
#[cfg(test)]
mod tests {
use super::*;
#[test]
fn claude_dialogue_keeps_prompts_text_touches_and_refusals() {
let dir = std::env::temp_dir().join(format!("borg-dialogue-{}", std::process::id()));
std::fs::create_dir_all(&dir).unwrap();
let p = dir.join("s1.jsonl");
let lines = [
r#"{"type":"user","cwd":"/w/app","entrypoint":"cli","timestamp":"2026-09-01T10:00:00.000Z","message":{"content":"fix the parser"}}"#,
r#"{"type":"user","isMeta":true,"timestamp":"2026-09-01T10:00:00.000Z","message":{"content":"Caveat: meta"}}"#,
r#"{"type":"assistant","timestamp":"2026-09-01T10:00:01.000Z","message":{"content":[{"type":"text","text":"Reading it."},{"type":"tool_use","id":"t1","name":"Read","input":{"file_path":"/w/app/p.rs"}}]}}"#,
r#"{"type":"user","timestamp":"2026-09-01T10:00:02.000Z","message":{"content":[{"type":"tool_result","tool_use_id":"t1","content":"code"}]}}"#,
r#"{"type":"assistant","timestamp":"2026-09-01T10:00:03.000Z","message":{"content":[{"type":"tool_use","id":"t2","name":"Bash","input":{"command":"git push origin main"}}]}}"#,
r#"{"type":"user","timestamp":"2026-09-01T10:00:04.000Z","message":{"content":[{"type":"tool_result","tool_use_id":"t2","is_error":true,"content":"The user doesn't want to proceed with this tool use. The tool use was rejected. the user said: not to main"}]}}"#,
r#"{"type":"user","timestamp":"2026-09-01T10:00:05.000Z","message":{"content":"<command-name>/clear</command-name>"}}"#,
r#"{"type":"user","timestamp":"2026-09-01T10:00:06.000Z","message":{"content":"no, use a branch"}}"#,
r#"{"type":"user","timestamp":"2026-09-01T10:00:07.000Z","message":{"content":"<command-message>ship</command-message>\n<command-name>/ship</command-name>\n<command-args>to prod, keep the tag</command-args>"}}"#,
r#"{"type":"user","timestamp":"2026-09-01T10:00:08.000Z","message":{"content":"[Request interrupted by user]"}}"#,
];
std::fs::write(&p, lines.join("\n")).unwrap();
let d = claude(&p);
assert_eq!((d.cwd.as_str(), d.entrypoint.as_str(), d.sidechain), ("/w/app", "cli", false));
let kinds: Vec<&str> = d
.steps
.iter()
.map(|s| match s {
Step::Prompt { .. } => "prompt",
Step::Input { .. } => "input",
Step::Said { .. } => "said",
Step::Touch { .. } => "touch",
Step::Refused { .. } => "refused",
})
.collect();
assert_eq!(kinds, ["prompt", "said", "touch", "refused", "input", "prompt", "input"]);
assert!(matches!(&d.steps[4], Step::Input { text, .. } if text == "/clear"));
assert!(matches!(&d.steps[6], Step::Input { text, .. } if text == "/ship to prod, keep the tag"));
assert!(matches!(&d.steps[3], Step::Refused { error, .. } if error.contains("not to main")));
let _ = std::fs::remove_dir_all(dir);
}
}