feat(skills): a files arm — progressive disclosure through Read, not a deferred tool
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The `index` arm retrieves through `ReadMcpResourceTool`, which is DEFERRED:
absent from the agent's default tool list until `ToolSearch` loads it. Across
three matched production runs (same recipe, same task, same three offered
uris) it retrieved 1 skill in 9 chances:

    01a07812  delegation forced      no instruction    0/3
    01a0842e  no delegation          no instruction    1/3
    01a09877  no delegation          told to load it   0/3

The third run is the decisive one. The preamble said in plain words to run
ToolSearch first; all three prompts carried it; zero ToolSearch calls, and the
three reasoning narratives never mention skills at all. The section was not
declined, it was never engaged with. Instruction is not the lever.

`Read` is a core tool. Never deferred, and every one of those agents used it.
So this arm keeps progressive disclosure exactly as `index` has it — a name, a
`when_to_use`, and a pointer the agent has to follow — and changes only what
the pointer is: a path under /mission/skills instead of an MCP uri. The bodies
are written into the container at launch (every visible skill, one tar upload;
bindings resolve per agent at turn time so a per-mission subset is not knowable
here) and a `Read` of that path is a tapped tool call, so Trigger is exactly as
observable as before.

A third arm and not a replacement, selected per mission like the others, so
the comparison runs against one binary. `resolve` falls back to `inline` when
the files were not written, for the reason `index` does: a pointer to nothing
reads as an agent ignoring its skills.

The writer and reader of a path are one pair of functions
(`skill_file_path` / `skill_from_file_path`), matched by the scorer through
the same seam `parse_uri` uses, and the end-to-end test fails when the matcher
is broken. `Mode::is_retrieval` exists so the next arm cannot silently inherit
`inline`'s "not observable" for what is a miss.

Co-Authored-By: Claude Opus 5 <[email protected]>
Claude-Session: https://claude.ai/code/session_01WZb5A2kfVfjpdwSochkuHz
This commit is contained in:
Omar Sobh
2026-09-12 22:33:41 -05:00
co-authored by Claude Opus 5
parent 8d6310f126
commit 00160739de
7 changed files with 421 additions and 61 deletions
+1 -1
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@@ -39,7 +39,7 @@ pub const SETTINGS_PATH: &str = "/root/toolhooks/settings.json";
/// Where the `PostToolUse` tap appends, inside the container.
pub const TAP_DIR: &str = "/root/toolhooks/tap";
const INSTALL_TIMEOUT: Duration = Duration::from_secs(30);
pub const INSTALL_TIMEOUT: Duration = Duration::from_secs(30);
/// Install the pre-execution gate and the tool tap into a mission container.
///
+45
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@@ -247,6 +247,51 @@ pub async fn put_file(
.map_err(|e| format!("upload {path} to {container}: {e}"))
}
/// Build a flat tar of several files. [`single_file_archive`] for many.
fn files_archive(files: &[(String, Vec<u8>)]) -> Result<Vec<u8>, String> {
let mut builder = tar::Builder::new(Vec::new());
for (name, contents) in files {
let mut header = tar::Header::new_gnu();
header
.set_path(name)
.map_err(|e| format!("tar path {name}: {e}"))?;
header.set_size(contents.len() as u64);
// World-readable, unlike `single_file_archive`'s 0600: that one carries
// a credential, this one carries procedures the agent is meant to read.
header.set_mode(0o644);
header.set_entry_type(tar::EntryType::Regular);
header.set_cksum();
builder
.append(&header, contents.as_slice())
.map_err(|e| format!("tar {name}: {e}"))?;
}
builder
.into_inner()
.map_err(|e| format!("finish archive of {} files: {e}", files.len()))
}
/// Write several files into one directory of a container, in one upload.
///
/// `dir` must already exist — `upload_to_container` will not create it, the
/// same constraint [`sync_in`] works around. Size-independent for the reason
/// [`put_file`] gives; fifty skill bodies would be well past `ARG_MAX` as a
/// printf.
pub async fn put_files(
docker: &Docker,
container: &str,
dir: &str,
files: &[(String, Vec<u8>)],
) -> Result<(), String> {
let archive = files_archive(files)?;
let opts = bollard::query_parameters::UploadToContainerOptionsBuilder::default()
.path(dir)
.build();
docker
.upload_to_container(container, Some(opts), bollard::body_full(archive.into()))
.await
.map_err(|e| format!("upload {} files to {container}:{dir}: {e}", files.len()))
}
/// Copy a directory back out of a container onto the host.
pub async fn copy_out(
docker: &Docker,
+89 -15
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@@ -349,17 +349,20 @@ pub async fn on_launch(
// Only when this mission got its OWN container — the shared runtime is
// not ours to reconfigure, and `mission_gateway` being Some is exactly
// the signal that `ensure_container` ran.
let door = if mission_gateway.is_some() {
install_skills_door(
pool,
user_id,
mission_id,
&crate::mission_runtime::container_name(mission_id),
p,
)
.await
} else {
false
// What a retrieval arm retrieves FROM is installed here, per arm: the
// MCP door for `index`, the skill files for `files`. `inline` installs
// nothing and `installed` is irrelevant to it.
let requested = crate::skill_delivery::requested_for(&mission.config);
let container = crate::mission_runtime::container_name(mission_id);
let installed = match requested {
_ if mission_gateway.is_none() => false,
crate::skill_delivery::Mode::Index => {
install_skills_door(pool, user_id, mission_id, &container, p).await
}
crate::skill_delivery::Mode::Files => {
install_skill_files(pool, workspace_id, mission_id, &container).await
}
crate::skill_delivery::Mode::Inline => false,
};
// Decided here and recorded, not re-derived per turn: this is the only
// point that knows whether the door actually installed, and an arm that
@@ -367,10 +370,7 @@ pub async fn on_launch(
record_skill_delivery(
pool,
mission_id,
crate::skill_delivery::resolve(
crate::skill_delivery::requested_for(&mission.config),
door,
),
crate::skill_delivery::resolve(requested, installed),
)
.await;
}
@@ -991,6 +991,80 @@ async fn install_skills_door(
true
}
/// Write every skill the workspace can see into the mission container as a
/// file, for the `files` arm.
///
/// Every visible skill and not only the bound ones, because bindings are
/// resolved per AGENT at turn time (`effective_for_agent`) and this runs once
/// per mission before any turn — the same reason the MCP door serves the whole
/// catalogue rather than a per-mission subset. A few KB each; the whole
/// catalogue is smaller than one phase's evidence.
///
/// Returns whether the files are in place. `false` means the mission falls
/// back to `inline` (see `skill_delivery::resolve`) — an entry that points at
/// a file which is not there reads exactly like an agent ignoring its skills,
/// which is the failure this arm exists to stop misdiagnosing.
async fn install_skill_files(
pool: &PgPool,
workspace_id: WorkspaceId,
mission_id: Uuid,
container: &str,
) -> bool {
let skills = match cm_db::repo::skills_catalog::list_visible(pool, workspace_id.as_uuid()).await
{
Ok(v) => v,
Err(e) => {
eprintln!(
"mission_orchestrator: could not list skills for the files arm ({e}) — \
mission {mission_id} delivers skills inline"
);
return false;
}
};
let docker = match crate::container_exec::connect() {
Ok(d) => d,
Err(e) => {
eprintln!("mission_orchestrator: cannot reach docker for the skill files: {e}");
return false;
}
};
let dir = crate::skill_delivery::SKILLS_DIR;
// `upload_to_container` will not create the directory.
let argv = vec!["sh".to_string(), "-lc".to_string(), format!("mkdir -p {dir}")];
match crate::container_exec::exec_as_root(
&docker,
container,
None,
&argv,
crate::container_tool_hooks::INSTALL_TIMEOUT,
)
.await
{
Ok(out) if out.exit_code == Some(0) => {}
other => {
eprintln!(
"mission_orchestrator: could not create {dir} in {container} ({other:?}) — \
mission {mission_id} delivers skills inline"
);
return false;
}
}
let files: Vec<(String, Vec<u8>)> = skills
.iter()
.map(|sk| (format!("{}.md", sk.name), sk.body.clone().into_bytes()))
.collect();
let n = files.len();
if let Err(e) = crate::mission_fs::put_files(&docker, container, dir, &files).await {
eprintln!(
"mission_orchestrator: could not write the skill files ({e}) — mission \
{mission_id} delivers skills inline"
);
return false;
}
eprintln!("mission_orchestrator: {n} skill file(s) installed for mission {mission_id} under {dir}");
true
}
/// Record which arm this mission runs, so every turn composes the same one and
/// the score can be attributed to it afterwards.
///
+158 -21
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@@ -7,7 +7,11 @@
//! prompt. What production has always done.
//! - [`Mode::Index`] — the prompt carries each skill's name, description and
//! `when_to_use` plus the URI that returns its body, and the agent fetches
//! the ones it judges relevant.
//! the ones it judges relevant through the MCP door.
//! - [`Mode::Files`] — the same entry with a file path where the URI was; the
//! bodies are written into the container and the agent `Read`s them. Added
//! after `Index` measured 1 retrieval in 9 across three matched runs — see
//! [`FILES_PREAMBLE`] for why.
//!
//! # Why this is an A/B and not a switch
//!
@@ -90,10 +94,62 @@ returns it. Where an entry applies to what you are about to do, read it FIRST an
follow it. ReadMcpResourceTool may not be loaded in this session: if you do not already \
have it, run ToolSearch with the query select:ReadMcpResourceTool before your first read.";
/// Where the `files` arm puts skill bodies inside the mission container.
///
/// Under `/mission` because that is the one directory every container-tier
/// mission has ([`crate::mission_fs::CONTAINER_MISSION_DIR`]), and beside
/// `repo/` rather than inside it so a skill never shows up in a diff or a
/// delivery.
pub const SKILLS_DIR: &str = "/mission/skills";
/// The file a skill's body is written to under the `files` arm, and the path
/// the index entry tells the agent to `Read`. One function for both, so the
/// writer and the reader cannot spell it differently.
pub fn skill_file_path(name: &str) -> String {
format!("{SKILLS_DIR}/{name}.md")
}
/// The skill a `Read` of this path is a retrieval of, if it is one.
///
/// The scorer's half of [`skill_file_path`]. Anything outside [`SKILLS_DIR`]
/// is an ordinary file read and returns `None`.
pub fn skill_from_file_path(path: &str) -> Option<String> {
let rest = path.strip_prefix(SKILLS_DIR)?.strip_prefix('/')?;
let name = rest.strip_suffix(".md")?;
if name.is_empty() || name.contains('/') {
return None;
}
Some(name.to_string())
}
/// The `# Your skills` preamble under [`Mode::Files`].
///
/// # Why a third arm
///
/// `Index` retrieves through `ReadMcpResourceTool`, which is a DEFERRED tool:
/// absent from the agent's default list until `ToolSearch` loads it. Measured
/// across three matched production runs (`01a07812`, `01a0842e`, `01a09877` —
/// same recipe, same task, same three offered uris), that path retrieved
/// **1 skill in 9 chances**, and telling the agent in the preamble to load
/// the tool first changed nothing: the third run's three reasoning narratives
/// never mention skills at all. The section was not declined; it was never
/// engaged with.
///
/// `Read` is a core tool. It is never deferred, and every one of those agents
/// used it. So this arm keeps progressive disclosure exactly as `Index` has it
/// — name, `when_to_use`, and a pointer the agent has to follow — and changes
/// only what the pointer is: a file path instead of an MCP uri. A `Read` of
/// that path is a tapped tool call, so Trigger stays as observable as before.
pub const FILES_PREAMBLE: &str = "These procedures are AVAILABLE to you; their bodies are \
not included below. Each entry names one, says when it applies, and gives the path of the \
file that holds it. Where an entry applies to what you are about to do, Read that file FIRST \
and then follow it.";
#[derive(Debug, Clone, Copy, PartialEq, Eq)]
pub enum Mode {
Inline,
Index,
Files,
}
impl Mode {
@@ -101,8 +157,19 @@ impl Mode {
match self {
Mode::Inline => "inline",
Mode::Index => "index",
Mode::Files => "files",
}
}
/// Does this arm hand the agent a pointer rather than a body?
///
/// The two retrieval arms share every rule that follows from that — the
/// scorer's Trigger axis, the `always_inject` override, the fallback when
/// nothing was installed — and branching on this rather than on `Index`
/// is what keeps a third arm from silently inheriting `Inline`'s answers.
pub fn is_retrieval(self) -> bool {
matches!(self, Mode::Index | Mode::Files)
}
}
/// Parse a recorded or configured arm. Unrecognised input is `None`, and every
@@ -112,6 +179,7 @@ pub fn parse(s: &str) -> Option<Mode> {
match s.trim().to_ascii_lowercase().as_str() {
"inline" => Some(Mode::Inline),
"index" | "progressive" => Some(Mode::Index),
"files" | "file" => Some(Mode::Files),
_ => None,
}
}
@@ -128,7 +196,7 @@ pub fn requested() -> Mode {
Some(m) => m,
None => {
eprintln!(
"skill_delivery: {ENV_VAR}={raw:?} is not `inline` or `index` — \
"skill_delivery: {ENV_VAR}={raw:?} is not `inline`, `index` or `files` — \
delivering skills inline"
);
Mode::Inline
@@ -151,27 +219,29 @@ pub fn requested_for(config: &serde_json::Value) -> Mode {
Some(m) => m,
None => {
eprintln!(
"skill_delivery: config.skill_delivery={raw:?} is not `inline` or \
`index` — falling back to the deployment default"
"skill_delivery: config.skill_delivery={raw:?} is not `inline`, `index` \
or `files` — falling back to the deployment default"
);
requested()
}
}
}
/// The arm a mission will actually run, given whether its skills door installed.
pub fn resolve(requested: Mode, door_installed: bool) -> Mode {
match (requested, door_installed) {
(Mode::Index, true) => Mode::Index,
(Mode::Index, false) => {
/// The arm a mission will actually run, given whether what it retrieves from
/// was installed — the MCP door for `index`, the skill files for `files`.
pub fn resolve(requested: Mode, installed: bool) -> Mode {
match (requested, installed) {
(m, true) if m.is_retrieval() => m,
(m, false) if m.is_retrieval() => {
eprintln!(
"skill_delivery: {ENV_VAR} asked for `index` but this mission has no \
skills door — falling back to `inline`, because an index the agent \
cannot fetch from is worse than no index"
"skill_delivery: `{}` was asked for but this mission has nothing to \
retrieve from — falling back to `inline`, because an index the agent \
cannot fetch from is worse than no index",
m.as_str()
);
Mode::Inline
}
(Mode::Inline, _) => Mode::Inline,
_ => Mode::Inline,
}
}
@@ -180,6 +250,7 @@ pub fn preamble(mode: Mode) -> &'static str {
match mode {
Mode::Inline => INLINE_PREAMBLE,
Mode::Index => INDEX_PREAMBLE,
Mode::Files => FILES_PREAMBLE,
}
}
@@ -196,14 +267,16 @@ pub fn mode_in_prompt(prompt: &str) -> Mode {
// Both spellings, because this reads prompts composed by older builds as
// well as the current one. A stored measurement that changes arm when the
// writer is edited is not a measurement.
if prompt
.lines()
.any(|l| l.trim() == INDEX_PREAMBLE || l.trim() == INDEX_PREAMBLE_V1)
{
Mode::Index
} else {
Mode::Inline
for l in prompt.lines() {
let l = l.trim();
if l == INDEX_PREAMBLE || l == INDEX_PREAMBLE_V1 {
return Mode::Index;
}
if l == FILES_PREAMBLE {
return Mode::Files;
}
}
Mode::Inline
}
/// One index entry's text — everything under the `--- SKILL: <name> ---`
@@ -233,6 +306,24 @@ pub fn index_entry(description: &str, when_to_use: Option<&str>, uri: &str) -> S
/// stops detecting.
pub const READ_IT: &str = "Read it: ReadMcpResourceTool(";
/// [`READ_IT`]'s counterpart for the `files` arm. Same rule: one constant,
/// written by [`file_entry`] and read by [`skill_was_indexed`].
pub const READ_FILE_IT: &str = "Read it: Read(file_path=\"";
/// One `files`-arm entry — [`index_entry`] with a path where the uri was.
pub fn file_entry(description: &str, when_to_use: Option<&str>, path: &str) -> String {
let when = when_to_use
.map(str::trim)
.filter(|w| !w.is_empty())
.unwrap_or("not stated — judge from the description");
format!(
"{}\nWhen to use: {}\n{READ_FILE_IT}{}\")",
description.trim(),
when,
path,
)
}
/// How was THIS skill delivered, regardless of the arm the prompt announces?
///
/// `Some(true)` — an index entry: named, described, and left to be fetched.
@@ -258,7 +349,7 @@ pub fn skill_was_indexed(prompt: &str, skill: &str) -> Option<bool> {
if l.trim().starts_with(marker) {
break;
}
if l.contains(READ_IT) {
if l.contains(READ_IT) || l.contains(READ_FILE_IT) {
return Some(true);
}
}
@@ -298,6 +389,52 @@ mod tests {
assert_eq!(resolve(Mode::Inline, true), Mode::Inline);
}
#[test]
fn the_files_arm_parses_resolves_and_reads_back() {
assert_eq!(parse("files"), Some(Mode::Files));
assert_eq!(resolve(Mode::Files, true), Mode::Files);
assert_eq!(
resolve(Mode::Files, false),
Mode::Inline,
"files that were never written must not be advertised"
);
let prompt = format!("Task: x\n\n# Your skills\n\n{FILES_PREAMBLE}\n\nentry");
assert_eq!(mode_in_prompt(&prompt), Mode::Files);
assert_eq!(preamble(Mode::Files), FILES_PREAMBLE);
}
/// The writer and the reader of a skill path are one pair of functions.
#[test]
fn a_skill_path_round_trips_and_nothing_else_parses_as_one() {
let p = skill_file_path("web-search-triage");
assert_eq!(p, "/mission/skills/web-search-triage.md");
assert_eq!(skill_from_file_path(&p).as_deref(), Some("web-search-triage"));
for not_a_skill in [
"/mission/repo/skills/x.md",
"/mission/skills/x.txt",
"/mission/skills/.md",
"/mission/skills/a/b.md",
"/mission/skills",
"mission/skills/x.md",
] {
assert_eq!(skill_from_file_path(not_a_skill), None, "{not_a_skill}");
}
}
/// `skill_was_indexed` is how the scorer tells a pointer from a body. A
/// file entry must read as a pointer, or `always_inject` logic would treat
/// every `files`-arm skill as handed over.
#[test]
fn a_file_entry_reads_as_indexed_not_inlined() {
let entry = file_entry("Summarise.", Some("when asked"), &skill_file_path("x"));
assert!(entry.contains(READ_FILE_IT), "{entry}");
let prompt = format!(
"Task\n\n{}x ---\n{entry}\n",
crate::topology_exec::SKILL_MARKER
);
assert_eq!(skill_was_indexed(&prompt, "x"), Some(true));
}
/// A prompt composed before the tool-loading sentence existed must still
/// score as `Index`. Stored prompts are held for 90 days and re-scored
/// when the scorer changes; if this regressed, every one of them would
+111 -12
View File
@@ -174,13 +174,26 @@ impl<'a> Evidence<'a> {
pub fn retrieved_skills(ev: &Evidence<'_>) -> Vec<String> {
let mut out = Vec::new();
for t in ev.tools {
if t.tool != "ReadMcpResourceTool" {
continue;
}
let Some(uri) = t.input.get("uri").and_then(|v| v.as_str()) else {
continue;
let name = match t.tool.as_str() {
"ReadMcpResourceTool" => t
.input
.get("uri")
.and_then(|v| v.as_str())
.and_then(crate::mcp_skills::parse_uri)
.map(|(_, name)| name),
// The `files` arm: the pointer is a path and the retrieval is a
// plain `Read`. Matched through `skill_from_file_path`, the reader
// half of the function that wrote the path, for the same reason
// the uri goes through `parse_uri`. A `Read` anywhere else is an
// ordinary file read and is not a retrieval of anything.
"Read" => t
.input
.get("file_path")
.and_then(|v| v.as_str())
.and_then(crate::skill_delivery::skill_from_file_path),
_ => None,
};
if let Some((_, name)) = crate::mcp_skills::parse_uri(uri) {
if let Some(name) = name {
if !out.contains(&name) {
out.push(name);
}
@@ -216,12 +229,12 @@ fn trigger_verdict(
through the door instead and this becomes a tool call"
.into(),
),
crate::skill_delivery::Mode::Index => {
// Offered by name and `when_to_use`, and never opened. Whether that
// is a miss depends on whether the skill had anything to say about
// this phase at all: a skill with no machine-checkable consequence
// here is one an agent is right to pass over, and scoring that as a
// failure would punish correct triage.
// Both retrieval arms: offered by name and `when_to_use`, and never
// opened. Whether that is a miss depends on whether the skill had
// anything to say about this phase at all: a skill with no
// machine-checkable consequence here is one an agent is right to pass
// over, and scoring that as a failure would punish correct triage.
crate::skill_delivery::Mode::Index | crate::skill_delivery::Mode::Files => {
if matches!(compliance, Verdict::NotApplicable)
&& matches!(boundary, Verdict::NotApplicable)
{
@@ -948,6 +961,92 @@ mod tests {
}
}
fn rendered_files(skills: &[(&str, &str)]) -> String {
let body: String = skills
.iter()
.map(|(name, when)| {
crate::topology_exec::render_pinned_skill(
name,
&crate::skill_delivery::file_entry(
"a procedure",
Some(when),
&crate::skill_delivery::skill_file_path(name),
),
)
})
.collect();
format!(
"Task: x\n\n# Your skills\n\n{}\n{body}",
crate::skill_delivery::FILES_PREAMBLE
)
}
fn read_file(path: &str) -> ToolEvidence {
ToolEvidence {
tool: "Read".into(),
path: Some(path.into()),
input: json!({ "file_path": path }),
response: serde_json::Value::Null,
}
}
/// The `files` arm's loop, end to end, for the same reason as the uri
/// test below: `skill_file_path` writes the path, `file_entry` puts it in
/// the prompt, `skill_from_file_path` reads it back off a `Read`.
#[test]
fn the_path_the_files_arm_advertises_is_the_one_the_scorer_recovers() {
let prompt = rendered_files(&[("workspace-repo-commit-protocol", "before committing")]);
assert!(
prompt.contains("Read(file_path=\"/mission/skills/workspace-repo-commit-protocol.md\")"),
"the entry must name the file to read:\n{prompt}"
);
assert_eq!(
crate::skill_delivery::mode_in_prompt(&prompt),
crate::skill_delivery::Mode::Files
);
let tools = vec![read_file("/mission/skills/workspace-repo-commit-protocol.md")];
let ev = Evidence::new("", &tools);
assert_eq!(retrieved_skills(&ev), vec!["workspace-repo-commit-protocol"]);
let scored = score(&prompt, &ev, &builtin);
assert_eq!(scored.len(), 1);
assert!(
matches!(scored[0].trigger, Verdict::Pass),
"a Read of the advertised path IS the Trigger axis: {:?}",
scored[0].trigger
);
}
/// Agents read files constantly. Only a `Read` INSIDE the skills directory
/// is a retrieval; anything else scoring as one would make Trigger a count
/// of file reads.
#[test]
fn an_ordinary_read_is_not_a_retrieval() {
let tools = vec![
read_file("/mission/repo/research/REPORT.md"),
read_file("/mission/skills"),
read_file("/mission/skills/nested/x.md"),
read_file("/etc/passwd"),
];
assert!(retrieved_skills(&Evidence::new("", &tools)).is_empty());
}
/// Under `files`, never opened is a miss when the skill had a checkable
/// consequence — the same rule as `index`, and NOT `inline`'s
/// "not observable", which would report the arm's own defect as a blind spot.
#[test]
fn the_files_arm_scores_a_miss_like_the_index_arm() {
let prompt = rendered_files(&[("int-xx-marker-protocol", "when writing markers")]);
let tools: Vec<ToolEvidence> = vec![];
let ev = Evidence::new("INT-01 something without the required shape", &tools);
let scored = score(&prompt, &ev, &builtin);
assert_eq!(scored.len(), 1);
assert!(
!matches!(scored[0].trigger, Verdict::NotObservable(_)),
"files is a retrieval arm; a miss must not read as inline: {:?}",
scored[0].trigger
);
}
/// The whole loop, end to end: the index writes a uri, the agent reads that
/// exact uri back, and the scorer recovers the skill's name from it.
///
+9 -6
View File
@@ -407,18 +407,21 @@ impl ZeroClawDriveExecutor {
// applies to everyone who writes reads as nobody's in particular.
let text = match mode {
crate::skill_delivery::Mode::Inline => b.skill.body.clone(),
crate::skill_delivery::Mode::Index if b.skill.always_inject => {
b.skill.body.clone()
}
m if m.is_retrieval() && b.skill.always_inject => b.skill.body.clone(),
// An entry is a few hundred bytes whatever the body weighs, so
// the index arm cannot hit the cap that follows. That is the
// point of it, and the reason the cap is checked against the
// rendered text rather than against the body.
// the retrieval arms cannot hit the cap that follows. That is
// the point of them, and the reason the cap is checked against
// the rendered text rather than against the body.
crate::skill_delivery::Mode::Index => crate::skill_delivery::index_entry(
&b.skill.description,
b.skill.when_to_use.as_deref(),
&crate::mcp_skills::skill_uri(b.skill.workspace_id, &b.skill.name),
),
crate::skill_delivery::Mode::Files => crate::skill_delivery::file_entry(
&b.skill.description,
b.skill.when_to_use.as_deref(),
&crate::skill_delivery::skill_file_path(&b.skill.name),
),
};
// Bounded, and truncation is STATED. A silently clipped procedure
// is worse than an absent one: the agent follows the half it can