#[derive(Clone, Debug, PartialEq, Eq)]
pub(crate) struct ResearchReportArtifacts {
pub(crate) markdown: PathBuf,
pub(crate) html: PathBuf,
}
#[derive(Clone, Debug, Default, PartialEq, Eq)]
pub(crate) struct DeepResearchReportArtifactBaseline {
markdown: Option<ResearchReportFileFingerprint>,
html: Option<ResearchReportFileFingerprint>,
}
#[derive(Clone, Debug, PartialEq, Eq)]
struct ResearchReportFileFingerprint {
len: u64,
modified: Option<SystemTime>,
content_hash: u64,
}
impl DeepResearchReportArtifactBaseline {
fn accepts_current_run_artifacts(&self, artifacts: &ResearchReportArtifacts) -> bool {
let markdown = research_report_file_fingerprint(&artifacts.markdown);
let html = research_report_file_fingerprint(&artifacts.html);
markdown.is_some() && html.is_some() && markdown != self.markdown && html != self.html
}
}
pub(crate) fn snapshot_deep_research_report_artifacts(
workspace: &Path,
query: &str,
) -> DeepResearchReportArtifactBaseline {
let report_dir = workspace
.join(".a3s")
.join("research")
.join(deep_research_report_slug(query));
DeepResearchReportArtifactBaseline {
markdown: research_report_file_fingerprint(&report_dir.join("report.md")),
html: research_report_file_fingerprint(&report_dir.join("index.html")),
}
}
fn research_report_file_fingerprint(path: &Path) -> Option<ResearchReportFileFingerprint> {
const MAX_REPORT_FINGERPRINT_BYTES: u64 = 2 * 1024 * 1024;
let metadata = std::fs::symlink_metadata(path).ok()?;
if metadata.file_type().is_symlink()
|| !metadata.is_file()
|| metadata.len() == 0
|| metadata.len() > MAX_REPORT_FINGERPRINT_BYTES
{
return None;
}
#[cfg(unix)]
{
use std::os::unix::fs::MetadataExt;
if metadata.nlink() > 1 {
return None;
}
}
let bytes = std::fs::read(path).ok()?;
let mut content_hash = 0xcbf29ce484222325u64;
for byte in bytes {
content_hash ^= byte as u64;
content_hash = content_hash.wrapping_mul(0x100000001b3);
}
Some(ResearchReportFileFingerprint {
len: metadata.len(),
modified: metadata.modified().ok(),
content_hash,
})
}
fn ensure_plain_directory(path: &Path) -> Result<(), String> {
match std::fs::symlink_metadata(path) {
Ok(metadata) if metadata.file_type().is_symlink() => Err(format!(
"refusing symlinked DeepResearch directory {}",
path.display()
)),
Ok(metadata) if metadata.is_dir() => Ok(()),
Ok(_) => Err(format!(
"DeepResearch artifact path is not a directory: {}",
path.display()
)),
Err(error) if error.kind() == std::io::ErrorKind::NotFound => {
match std::fs::create_dir(path) {
Ok(()) => Ok(()),
Err(error) if error.kind() == std::io::ErrorKind::AlreadyExists => {
ensure_plain_directory(path)
}
Err(error) => Err(format!("could not create {}: {error}", path.display())),
}
}
Err(error) => Err(format!("could not inspect {}: {error}", path.display())),
}
}
fn prepare_research_report_directory(
workspace: &Path,
slug: &str,
) -> Result<(PathBuf, PathBuf), String> {
if slug.is_empty() || slug == "." || slug == ".." || slug.contains('/') || slug.contains('\\') {
return Err("invalid DeepResearch report slug".to_string());
}
let root = workspace.canonicalize().map_err(|error| {
format!(
"could not resolve workspace {}: {error}",
workspace.display()
)
})?;
let a3s_dir = root.join(".a3s");
ensure_plain_directory(&a3s_dir)?;
let research_dir = a3s_dir.join("research");
ensure_plain_directory(&research_dir)?;
let report_dir = research_dir.join(slug);
ensure_plain_directory(&report_dir)?;
let canonical_research = research_dir
.canonicalize()
.map_err(|error| format!("could not resolve {}: {error}", research_dir.display()))?;
let canonical_report = report_dir
.canonicalize()
.map_err(|error| format!("could not resolve {}: {error}", report_dir.display()))?;
if canonical_research.parent() != Some(a3s_dir.as_path())
|| canonical_report.parent() != Some(canonical_research.as_path())
|| !canonical_report.starts_with(&root)
{
return Err("DeepResearch report directory escaped the workspace".to_string());
}
Ok((root, canonical_report))
}
fn validate_research_report_file_target(path: &Path) -> Result<(), String> {
match std::fs::symlink_metadata(path) {
Ok(metadata) if metadata.file_type().is_symlink() => {
return Err(format!(
"refusing symlinked DeepResearch artifact {}",
path.display()
));
}
Ok(metadata) if !metadata.is_file() => {
return Err(format!(
"DeepResearch artifact target is not a file: {}",
path.display()
));
}
Ok(metadata) => {
#[cfg(unix)]
{
use std::os::unix::fs::MetadataExt;
if metadata.nlink() > 1 {
return Err(format!(
"refusing hard-linked DeepResearch artifact {}",
path.display()
));
}
}
}
Err(error) if error.kind() == std::io::ErrorKind::NotFound => {}
Err(error) => return Err(format!("could not inspect {}: {error}", path.display())),
}
Ok(())
}
fn stage_research_report_file(path: &Path, contents: &[u8]) -> Result<PathBuf, String> {
let parent = path
.parent()
.ok_or_else(|| format!("DeepResearch artifact has no parent: {}", path.display()))?;
let name = path
.file_name()
.and_then(|name| name.to_str())
.ok_or_else(|| format!("invalid DeepResearch artifact name: {}", path.display()))?;
for _ in 0..8 {
let staged = parent.join(format!(
".{name}.{}.{:016x}.tmp",
std::process::id(),
rand::random::<u64>()
));
match std::fs::OpenOptions::new()
.write(true)
.create_new(true)
.open(&staged)
{
Ok(mut file) => {
if let Err(error) = file.write_all(contents).and_then(|_| file.sync_all()) {
let _ = std::fs::remove_file(&staged);
return Err(format!("could not stage {}: {error}", path.display()));
}
return Ok(staged);
}
Err(error) if error.kind() == std::io::ErrorKind::AlreadyExists => continue,
Err(error) => {
return Err(format!("could not stage {}: {error}", path.display()));
}
}
}
Err(format!(
"could not allocate a staging file for {}",
path.display()
))
}
fn replace_staged_research_report_file(staged: &Path, path: &Path) -> Result<(), String> {
#[cfg(windows)]
if path.exists() {
std::fs::remove_file(path)
.map_err(|error| format!("could not replace {}: {error}", path.display()))?;
}
std::fs::rename(staged, path)
.map_err(|error| format!("could not publish {}: {error}", path.display()))
}
fn write_research_report_file(path: &Path, contents: impl AsRef<[u8]>) -> Result<(), String> {
validate_research_report_file_target(path)?;
let staged = stage_research_report_file(path, contents.as_ref())?;
let result = replace_staged_research_report_file(&staged, path);
if result.is_err() {
let _ = std::fs::remove_file(staged);
}
result
}
fn existing_research_report_file(path: &Path) -> Result<Option<Vec<u8>>, String> {
match std::fs::read(path) {
Ok(contents) => Ok(Some(contents)),
Err(error) if error.kind() == std::io::ErrorKind::NotFound => Ok(None),
Err(error) => Err(format!("could not preserve {}: {error}", path.display())),
}
}
fn restore_research_report_file(path: &Path, contents: Option<&[u8]>) -> Result<(), String> {
match contents {
Some(contents) => write_research_report_file(path, contents),
None => match std::fs::remove_file(path) {
Ok(()) => Ok(()),
Err(error) if error.kind() == std::io::ErrorKind::NotFound => Ok(()),
Err(error) => Err(format!("could not roll back {}: {error}", path.display())),
},
}
}
fn write_research_report_pair(
markdown_path: &Path,
markdown: impl AsRef<[u8]>,
html_path: &Path,
html: impl AsRef<[u8]>,
) -> Result<(), String> {
validate_research_report_file_target(markdown_path)?;
validate_research_report_file_target(html_path)?;
let previous_markdown = existing_research_report_file(markdown_path)?;
let previous_html = existing_research_report_file(html_path)?;
let staged_markdown = stage_research_report_file(markdown_path, markdown.as_ref())?;
let staged_html = match stage_research_report_file(html_path, html.as_ref()) {
Ok(staged) => staged,
Err(error) => {
let _ = std::fs::remove_file(staged_markdown);
return Err(error);
}
};
if let Err(error) = replace_staged_research_report_file(&staged_markdown, markdown_path) {
let _ = std::fs::remove_file(staged_markdown);
let _ = std::fs::remove_file(staged_html);
let _ = restore_research_report_file(markdown_path, previous_markdown.as_deref());
return Err(error);
}
if let Err(error) = replace_staged_research_report_file(&staged_html, html_path) {
let _ = std::fs::remove_file(staged_html);
let markdown_rollback =
restore_research_report_file(markdown_path, previous_markdown.as_deref());
let html_rollback = restore_research_report_file(html_path, previous_html.as_deref());
return match (markdown_rollback, html_rollback) {
(Ok(()), Ok(())) => Err(error),
(markdown, html) => Err(format!(
"{error}; report pair rollback failed: markdown={markdown:?}, html={html:?}"
)),
};
}
Ok(())
}
pub(crate) fn research_report_artifacts_from_output(
output: &str,
workspace: &Path,
) -> Option<ResearchReportArtifacts> {
research_report_artifacts_from_output_with_slug(output, workspace, None)
}
pub(crate) fn research_report_artifacts_from_output_for_query(
output: &str,
workspace: &Path,
query: &str,
) -> Option<ResearchReportArtifacts> {
let expected_slug = deep_research_report_slug(query);
research_report_artifacts_from_output_with_slug(output, workspace, Some(&expected_slug))
}
pub(crate) fn research_report_artifacts_from_output_for_current_run(
output: &str,
workspace: &Path,
query: &str,
baseline: &DeepResearchReportArtifactBaseline,
) -> Option<ResearchReportArtifacts> {
let artifacts = research_report_artifacts_from_output_for_query(output, workspace, query)?;
baseline
.accepts_current_run_artifacts(&artifacts)
.then_some(artifacts)
}
pub(crate) fn deep_research_report_artifacts_from_output_for_query(
output: &str,
workspace: &Path,
query: &str,
workflow_output: &str,
workflow_metadata: Option<&serde_json::Value>,
) -> Option<ResearchReportArtifacts> {
let artifacts = research_report_artifacts_from_output_for_query(output, workspace, query)?;
deep_research_report_sources_trace_workflow(
&artifacts,
query,
workflow_output,
workflow_metadata,
)
.then_some(artifacts)
}
pub(crate) fn deep_research_report_artifacts_from_output_for_current_run(
output: &str,
workspace: &Path,
query: &str,
workflow_output: &str,
workflow_metadata: Option<&serde_json::Value>,
baseline: &DeepResearchReportArtifactBaseline,
) -> Option<ResearchReportArtifacts> {
let artifacts =
research_report_artifacts_from_output_for_current_run(output, workspace, query, baseline)?;
deep_research_report_sources_trace_workflow(
&artifacts,
query,
workflow_output,
workflow_metadata,
)
.then_some(artifacts)
}
pub(crate) fn clean_deep_research_final_text_from_artifacts(
artifacts: &ResearchReportArtifacts,
workspace: &Path,
) -> Option<String> {
let markdown = read_small_utf8_file(&artifacts.markdown)?;
if deep_research_output_has_internal_leak(&markdown) {
return None;
}
let root = workspace.canonicalize().ok()?;
let rel_html = artifacts.html.strip_prefix(&root).ok()?.to_string_lossy();
let rel_html = rel_html.replace('\\', "/");
let body = markdown.trim();
if body.is_empty() {
return None;
}
Some(format!("{body}\n\n{RESEARCH_VIEW_MARKER} {rel_html}"))
}
pub(crate) fn materialize_deep_research_completed_report_from_markdown(
workspace: &Path,
query: &str,
workflow_output: &str,
workflow_metadata: Option<&serde_json::Value>,
) -> Option<ResearchReportArtifacts> {
let slug = deep_research_report_slug(query);
let (root, report_dir) = prepare_research_report_directory(workspace, &slug).ok()?;
let markdown_path = report_dir.join("report.md");
let markdown = read_small_utf8_file(&markdown_path)?;
let html = deep_research_completed_report_html(query, &markdown);
if validate_deep_research_completed_report_content(
&markdown,
&html,
query,
workflow_output,
workflow_metadata,
)
.is_err()
{
return None;
}
write_research_report_file(&report_dir.join("index.html"), html).ok()?;
let rel_html = format!(".a3s/research/{slug}/index.html");
let artifacts = trusted_research_report_artifact_paths(&rel_html, &root)?;
completed_research_report_artifacts(&artifacts).then_some(artifacts)
}
pub(crate) fn materialize_deep_research_completed_report_from_answer_text(
workspace: &Path,
query: &str,
answer_text: &str,
workflow_output: &str,
workflow_metadata: Option<&serde_json::Value>,
) -> Option<ResearchReportArtifacts> {
let markdown = completed_report_markdown_from_answer_text(query, answer_text)?;
let html = deep_research_completed_report_html(query, &markdown);
if validate_deep_research_completed_report_content(
&markdown,
&html,
query,
workflow_output,
workflow_metadata,
)
.is_err()
{
return None;
}
let slug = deep_research_report_slug(query);
let (root, report_dir) = prepare_research_report_directory(workspace, &slug).ok()?;
write_research_report_pair(
&report_dir.join("report.md"),
markdown,
&report_dir.join("index.html"),
html,
)
.ok()?;
let rel_html = format!(".a3s/research/{slug}/index.html");
let artifacts = trusted_research_report_artifact_paths(&rel_html, &root)?;
completed_research_report_artifacts(&artifacts).then_some(artifacts)
}
#[cfg(test)]
pub(crate) fn materialize_deep_research_completed_report_from_workflow_evidence(
workspace: &Path,
query: &str,
workflow_output: &str,
workflow_metadata: Option<&serde_json::Value>,
) -> Option<ResearchReportArtifacts> {
let workflow = serde_json::from_str::<serde_json::Value>(workflow_output.trim()).ok()?;
if deep_research_collection_status(&workflow) != "completed" {
return None;
}
let evidence =
deep_research_structured_evidence_from_workflow(workflow_output, workflow_metadata);
if evidence.is_empty()
|| !evidence.iter().any(|item| {
item.sources
.iter()
.any(|source| normalize_research_source_anchor(&source.url_or_path).is_some())
})
{
return None;
}
let finalized_checker = workflow.get("checker").filter(|checker| {
checker.get("decision").and_then(serde_json::Value::as_str) == Some("finalize")
});
let report_title = workflow
.pointer("/plan/report_title")
.and_then(serde_json::Value::as_str);
let verified_summary = finalized_checker
.and_then(|checker| {
checker
.get("report_summary")
.or_else(|| checker.get("coverage_summary"))
})
.and_then(serde_json::Value::as_str);
let verified_findings = finalized_checker
.and_then(|checker| checker.get("verified_findings"))
.and_then(serde_json::Value::as_array)
.into_iter()
.flatten()
.filter_map(serde_json::Value::as_str)
.map(ToOwned::to_owned)
.collect::<Vec<_>>();
let mut verified_caveats = ["unresolved_gaps", "contradictions"]
.into_iter()
.flat_map(|field| {
finalized_checker
.and_then(|checker| checker.get(field))
.and_then(serde_json::Value::as_array)
.into_iter()
.flatten()
})
.filter_map(serde_json::Value::as_str)
.map(ToOwned::to_owned)
.collect::<Vec<_>>();
if workflow
.pointer("/verification/status")
.and_then(serde_json::Value::as_str)
== Some("degraded")
{
verified_caveats.insert(
0,
if query
.chars()
.any(|ch| ('\u{3400}'..='\u{9fff}').contains(&ch))
{
"本次运行未完成独立核验；结论直接来自所列可追溯证据，应视为有待复核的阶段性判断。"
.to_string()
} else {
"Independent verification did not complete in this run; conclusions are derived directly from the cited traceable evidence and remain provisional."
.to_string()
},
);
}
let markdown = completed_report_markdown_with_verified_context(
query,
&evidence,
report_title,
verified_summary,
&verified_findings,
&verified_caveats,
)?;
if deep_research_output_has_internal_leak(&markdown) {
return None;
}
let html = deep_research_completed_report_html(query, &markdown);
if !has_research_report_substance(&markdown, &html) {
return None;
}
let slug = deep_research_report_slug(query);
let (root, report_dir) = prepare_research_report_directory(workspace, &slug).ok()?;
write_research_report_pair(
&report_dir.join("report.md"),
markdown,
&report_dir.join("index.html"),
html,
)
.ok()?;
let rel_html = format!(".a3s/research/{slug}/index.html");
let artifacts = trusted_research_report_artifact_paths(&rel_html, &root)?;
Some(artifacts)
}
pub(crate) fn materialize_deep_research_recovery_report(
workspace: &Path,
query: &str,
answer_text: &str,
workflow_output: &str,
workflow_metadata: Option<&serde_json::Value>,
) -> Result<ResearchReportArtifacts, String> {
let completed_slug = deep_research_report_slug(query);
let completed_dir = workspace
.join(".a3s")
.join("research")
.join(&completed_slug);
let completed_artifacts = ResearchReportArtifacts {
markdown: completed_dir.join("report.md"),
html: completed_dir.join("index.html"),
};
let slug = if completed_research_report_artifacts(&completed_artifacts) {
format!("{completed_slug}-recovery")
} else {
completed_slug
};
let rel_html = format!(".a3s/research/{slug}/index.html");
let (root, report_dir) = prepare_research_report_directory(workspace, &slug)?;
let result = demote_recovery_result_title(&deep_research_recovery_result_text(
answer_text,
workflow_output,
));
let evidence_status =
deep_research_recovery_evidence_status(workflow_output, workflow_metadata);
let sources = deep_research_recovery_sources(workflow_output, workflow_metadata, &slug);
let query_markdown = markdown_plain_text(query);
let markdown = format!(
"# DeepResearch Recovery Report\n\n\
## Query\n\n{query_markdown}\n\n\
## Findings\n\n{result}\n\n\
## Sources And Evidence\n\n{sources}\n\n\
## Evidence Status\n\n{evidence_status}\n\n\
## Confidence And Limits\n\n\
Confidence is low when the evidence workflow stops before returning enough \
traceable sources. This report is the final run artifact for the user request, \
but it avoids presenting unsupported claims as established facts. Treat any \
domain conclusion as provisional until the cited sources above are available \
and independently checked.\n\n\
## Next Actions\n\n\
- Retry the DeepResearch query after reducing scope or increasing the evidence budget.\n\
- Prefer official or primary sources first, then add independent analysis.\n\
- Use this run artifact at `.a3s/research/{slug}/report.md` as the local record of \
why the original run could not produce a fully source-backed answer.\n"
);
let html = deep_research_completed_report_html(query, &markdown);
write_research_report_pair(
&report_dir.join("report.md"),
markdown,
&report_dir.join("index.html"),
html,
)?;
trusted_research_report_artifact_paths(&rel_html, &root)
.ok_or_else(|| "recovery report artifacts failed validation".to_string())
.and_then(|artifacts| {
recovery_research_report_artifacts(&artifacts)
.then_some(artifacts)
.ok_or_else(|| "recovery report artifacts failed validation".to_string())
})
}
#[cfg(test)]
pub(crate) fn deep_research_workflow_needs_recovery_report(workflow_output: &str) -> bool {
deep_research_workflow_needs_recovery_report_with_metadata(workflow_output, None)
}
pub(crate) fn deep_research_workflow_needs_recovery_report_with_metadata(
workflow_output: &str,
workflow_metadata: Option<&serde_json::Value>,
) -> bool {
let canonical_output =
deep_research_canonical_workflow_output(workflow_output, workflow_metadata);
let trimmed = canonical_output.trim();
if trimmed.is_empty() {
return true;
}
let Ok(value) = serde_json::from_str::<serde_json::Value>(trimmed) else {
return true;
};
if deep_research_collection_status(&value) == "completed" {
return false;
}
let checker_degraded = value
.pointer("/checker/decision")
.and_then(serde_json::Value::as_str)
== Some("degrade");
let has_traceable_evidence =
!deep_research_workflow_source_anchors(&canonical_output, workflow_metadata).is_empty();
!(checker_degraded && has_traceable_evidence)
}
fn completed_report_markdown_from_answer_text(query: &str, answer_text: &str) -> Option<String> {
let mut body = answer_text.trim().to_string();
if body.is_empty()
|| looks_like_deep_research_fallback_draft(&body)
|| looks_like_deep_research_recovery_report(&body)
|| is_deep_research_model_failure_text(&body)
|| deep_research_output_has_internal_leak(&body)
|| visible_char_count(&body) < 120
{
return None;
}
if let Some(marker_at) = body.find(RESEARCH_VIEW_MARKER) {
body.truncate(marker_at);
body = body.trim().to_string();
}
if body.is_empty() || visible_char_count(&body) < 120 {
return None;
}
if body
.lines()
.next()
.is_some_and(|line| line.trim().starts_with("# "))
{
Some(body)
} else {
Some(format!("# {}\n\n{body}", markdown_plain_text(query)))
}
}
fn validate_deep_research_completed_report_content(
markdown: &str,
html: &str,
query: &str,
workflow_output: &str,
workflow_metadata: Option<&serde_json::Value>,
) -> Result<(), String> {
if looks_like_deep_research_fallback_draft(markdown) {
return Err("content rejected: the response is an incomplete fallback draft".to_string());
}
if looks_like_deep_research_recovery_report(markdown) {
return Err(
"content rejected: a recovery report cannot be published as a completed report"
.to_string(),
);
}
if is_deep_research_model_failure_text(markdown) {
return Err(
"content rejected: the response contains a model or tool failure message".to_string(),
);
}
if deep_research_output_has_internal_leak(markdown)
|| deep_research_output_has_internal_leak(html)
{
return Err(
"content rejected: the report contains internal workflow or tool-status text"
.to_string(),
);
}
if visible_char_count(markdown.trim()) < 120 {
return Err(
"content rejected: the report is shorter than 120 visible characters".to_string(),
);
}
if !complete_html_document(html) {
return Err(
"content rejected: the rendered HTML document is incomplete or unsafe".to_string(),
);
}
if !has_research_report_substance(markdown, html) {
return Err(
"content rejected: the report lacks substantive findings, explicit sources, or confidence and limitations"
.to_string(),
);
}
deep_research_report_source_trace_diagnostic(
markdown,
html,
query,
workflow_output,
workflow_metadata,
)
}
pub(crate) fn deep_research_report_rejection_diagnostic_from_answer_text(
query: &str,
answer_text: &str,
workflow_output: &str,
workflow_metadata: Option<&serde_json::Value>,
) -> Option<String> {
let answer = answer_text.trim();
if answer.is_empty() {
return Some("content rejected: the model returned an empty report".to_string());
}
if looks_like_deep_research_fallback_draft(answer) {
return Some("content rejected: the response is an incomplete fallback draft".to_string());
}
if looks_like_deep_research_recovery_report(answer) {
return Some(
"content rejected: a recovery report cannot be published as a completed report"
.to_string(),
);
}
if is_deep_research_model_failure_text(answer) {
return Some(
"content rejected: the response contains a model or tool failure message".to_string(),
);
}
if deep_research_output_has_internal_leak(answer) {
return Some(
"content rejected: the report contains internal workflow or tool-status text"
.to_string(),
);
}
let markdown = completed_report_markdown_from_answer_text(query, answer)?;
let html = deep_research_completed_report_html(query, &markdown);
validate_deep_research_completed_report_content(
&markdown,
&html,
query,
workflow_output,
workflow_metadata,
)
.err()
}
fn deep_research_recovery_result_text(answer_text: &str, workflow_output: &str) -> String {
let answer = answer_text.trim();
let answer_lower = answer.to_ascii_lowercase();
if answer_lower.starts_with("content rejected:")
|| answer_lower.starts_with("structured report")
|| answer_lower.starts_with("report plan rejected:")
{
return format!(
"Host publication validation rejected the generated report: {}",
deep_research_sanitize_evidence_text(answer)
);
}
if visible_char_count(answer) >= 120
&& !is_deep_research_model_failure_text(answer)
&& !deep_research_output_has_internal_leak(answer)
&& has_report_source_anchor(answer)
&& (answer_lower.contains("## sources")
|| answer_lower.contains("\nsources:")
|| answer.contains("## 来源")
|| answer.contains("来源："))
{
return truncate_recovery_text(&deep_research_sanitize_evidence_text(answer), 20_000);
}
workflow_evidence_summary(workflow_output).unwrap_or_else(|| {
"DeepResearch could not produce a reliable final synthesis because evidence collection ended before usable source-backed material was available. The run should be treated as incomplete for domain conclusions, but this report records the failure mode and the next recovery steps.".to_string()
})
}
fn demote_recovery_result_title(markdown: &str) -> String {
let mut in_fence = false;
let mut output = Vec::new();
for line in markdown.lines() {
let trimmed = line.trim_start();
if trimmed.starts_with("```") || trimmed.starts_with("~~~") {
in_fence = !in_fence;
output.push(line.to_string());
continue;
}
if !in_fence && trimmed.starts_with("# ") {
let indent = &line[..line.len() - trimmed.len()];
output.push(format!("{indent}#{trimmed}"));
} else {
output.push(line.to_string());
}
}
let mut demoted = output.join("\n");
if markdown.ends_with('\n') {
demoted.push('\n');
}
demoted
}
fn truncate_recovery_text(text: &str, max_chars: usize) -> String {
if text.chars().count() <= max_chars {
return text.to_string();
}
let mut truncated = text
.chars()
.take(max_chars.saturating_sub(16))
.collect::<String>();
truncated.push_str("\n\n[truncated]");
truncated
}
fn deep_research_recovery_evidence_status(
workflow_output: &str,
workflow_metadata: Option<&serde_json::Value>,
) -> String {
let trimmed = workflow_output.trim();
let metadata_sources = deep_research_workflow_source_anchors("", workflow_metadata).len();
let metadata_note = (metadata_sources > 0).then(|| {
format!(
"recovery metadata preserved {metadata_sources} traceable source{} from successful research tools.",
if metadata_sources == 1 { "" } else { "s" }
)
});
if trimmed.is_empty() {
if let Some(metadata_note) = metadata_note.as_deref() {
return format!("No final workflow evidence output was captured, but {metadata_note}");
}
return "No workflow evidence output was captured before recovery report materialization."
.to_string();
}
if let Ok(value) = serde_json::from_str::<serde_json::Value>(trimmed) {
let status = deep_research_collection_status(&value);
let mode = value
.get("mode")
.and_then(serde_json::Value::as_str)
.unwrap_or("unknown");
let mut summary = format!(
"The evidence workflow ended with `{status}` collection status in `{mode}` mode. \
The report above preserves only clean, user-facing evidence and omits internal workflow logs."
);
if let Some(coverage) = deep_research_recovery_coverage_summary(&value) {
summary.push(' ');
summary.push_str(&coverage);
}
if let Some(metadata_note) = metadata_note.as_deref() {
summary.push(' ');
summary.push_str(metadata_note);
}
return summary;
}
if deep_research_output_has_internal_leak(trimmed) {
let mut summary = "The evidence workflow returned internal tool or workflow logs. Those logs were withheld from the user-facing report.".to_string();
if let Some(metadata_note) = metadata_note.as_deref() {
summary.push(' ');
summary.push_str(metadata_note);
summary.push_str(" Domain conclusions remain provisional.");
} else {
summary.push_str(" No source-backed conclusion is presented here.");
}
return summary;
}
let mut summary = "The evidence workflow ended without structured evidence. Raw provider/tool error text was withheld from the report; consult the terminal diagnostics for the bounded failure summary.".to_string();
if let Some(metadata_note) = metadata_note.as_deref() {
summary.push(' ');
summary.push_str(metadata_note);
}
summary
}
fn deep_research_recovery_coverage_summary(value: &serde_json::Value) -> Option<String> {
let research = value.get("research")?;
let metadata = research.get("metadata");
let successful_results = research
.get("results")
.and_then(serde_json::Value::as_array)
.map(|results| {
results
.iter()
.filter(|result| {
result.get("success").and_then(serde_json::Value::as_bool) != Some(false)
&& result.get("structured").is_some()
})
.count() as u64
})
.unwrap_or(0);
let warning_failures = research
.pointer("/warnings/failed_tasks")
.and_then(serde_json::Value::as_array)
.map_or(0, |items| items.len() as u64)
.saturating_add(
research
.pointer("/warnings/failed_rounds")
.and_then(serde_json::Value::as_array)
.map_or(0, |items| items.len() as u64),
);
let success_count = metadata
.and_then(|item| item.get("success_count"))
.and_then(serde_json::Value::as_u64)
.unwrap_or(successful_results);
let failed_count = metadata
.and_then(|item| item.get("failed_count"))
.and_then(serde_json::Value::as_u64)
.unwrap_or(warning_failures);
let task_count = metadata
.and_then(|item| item.get("task_count"))
.or_else(|| metadata.and_then(|item| item.get("result_count")))
.and_then(serde_json::Value::as_u64)
.unwrap_or_else(|| success_count.saturating_add(failed_count));
let incomplete_count = failed_count.max(task_count.saturating_sub(success_count));
let status = research
.get("status")
.and_then(serde_json::Value::as_str)
.unwrap_or_default();
if incomplete_count == 0 && status.eq_ignore_ascii_case("success") {
return None;
}
if task_count > 0 {
return Some(format!(
"Coverage failure: only {success_count} of {task_count} planned research tasks produced validated evidence; {incomplete_count} failed, were interrupted, or did not pass validation."
));
}
Some(
"Coverage failure: the collection did not complete every planned research task."
.to_string(),
)
}
fn deep_research_recovery_sources(
workflow_output: &str,
workflow_metadata: Option<&serde_json::Value>,
slug: &str,
) -> String {
let anchors = deep_research_workflow_source_anchors(workflow_output, workflow_metadata);
let evidence_omitted =
deep_research_workflow_evidence_omitted_count(workflow_output, workflow_metadata);
if anchors.is_empty() {
let mut lines = vec![
"- No traceable external or local research source was captured before the workflow stopped."
.to_string(),
];
if evidence_omitted > 0 {
lines.push(format!(
"- At least {evidence_omitted} additional evidence item{} omitted from this bounded recovery view.",
if evidence_omitted == 1 { " was" } else { "s were" }
));
}
lines.push(format!(
"- Local run artifact: `.a3s/research/{slug}/report.md`."
));
return lines.join("\n");
}
let mut lines = anchors
.iter()
.take(12)
.map(|anchor| format!("- {anchor}"))
.collect::<Vec<_>>();
let omitted = anchors.len().saturating_sub(lines.len()).saturating_add(
deep_research_workflow_source_omitted_count(workflow_output, workflow_metadata),
);
if omitted > 0 {
lines.push(format!(
"- At least {omitted} additional captured source entr{} omitted from this bounded recovery view.",
if omitted == 1 { "y was" } else { "ies were" }
));
}
if evidence_omitted > 0 {
lines.push(format!(
"- At least {evidence_omitted} additional evidence item{} omitted from this bounded recovery view.",
if evidence_omitted == 1 { " was" } else { "s were" }
));
}
lines.join("\n")
}