Merge pull request #25 from Dark-Alex-17/feat/spawn-agent-variables

feat(agents): allow passing agent variables to agent__spawn and agent__task_create

assets/agents/adversary/graph.yaml

@@ -33,6 +33,7 @@ settings:
   timeout: 5400
 
 initial_state:
+  project_dir_in: ''
   criteria: []
   diff_spec: auto
   plan_notes: ''
@@ -68,6 +69,8 @@ nodes:
       - `diff_spec`: the git diff basis the caller named — a range, a ref/SHA,
         "staged", "worktree", or "auto" when unnamed (a caller phrase like
         "get_diff --base X" means diff_spec = "X").
+      - `project_dir_in`: the directory/worktree path the caller named as
+        holding the code under review; empty string when the caller named none.
       - `plan_notes`: recorded decisions the plan states ("do X not Y because Z"),
         verbatim — the holistic pass checks the diff didn't silently override them.
       - `scope_notes`: what the plan says NOT to touch / explicit boundaries.
@@ -98,7 +101,9 @@ nodes:
           type: string
         extra_context:
           type: string
-      required: [criteria, diff_spec, plan_notes, scope_notes, extra_context]
+        project_dir_in:
+          type: string
+      required: [criteria, diff_spec, plan_notes, scope_notes, extra_context, project_dir_in]
     max_iterations: 3
     max_attempts: 2
     next: facts

assets/agents/adversary/scripts/diff_facts.py

@@ -22,7 +22,9 @@ def load_state():
 
 
 state = load_state()
-proj = state.get("project_dir") or "."
+proj = os.path.expanduser(
+    (state.get("project_dir_in") or "").strip() or state.get("project_dir") or "."
+)
 spec = (state.get("diff_spec") or "auto").strip()
 
 
@@ -33,7 +35,7 @@ def git(*args):
     return r.stdout
 
 
-out = {"diff_note": ""}
+out = {"diff_note": "", "project_dir": proj}
 try:
     if spec in ("auto", ""):
         text = git("diff", "--cached")

assets/agents/code-reviewer/graph.yaml

@@ -50,6 +50,7 @@ settings:
   timeout: 10800
 
 initial_state:
+  project_dir_in: ''
   diff_spec: auto
   intent: ''
   rigor_in: ''
@@ -111,6 +112,9 @@ nodes:
       - `rigor_in`: ONLY when the caller explicitly set a rigor (poc|prototype|production),
         e.g. via a "Quality bar:" line; else empty string.
       - `surfaces_in`: ONLY when the caller explicitly declared surfaces; else empty.
+      - `project_dir_in`: the directory/worktree path the caller named as
+        holding the code under review (e.g. "in /tmp/pr-review-x", "the repo
+        at ~/code/foo"); empty string when the caller named none.
       - `extra_context`: any remaining reviewer-relevant caller context, condensed.
     prompt: |
       Extract the review-request facts from this request:
@@ -128,9 +132,11 @@ nodes:
           type: string
         surfaces_in:
           type: string
+        project_dir_in:
+          type: string
         extra_context:
           type: string
-      required: [diff_spec, intent, rigor_in, surfaces_in, extra_context]
+      required: [diff_spec, intent, rigor_in, surfaces_in, project_dir_in, extra_context]
     max_iterations: 3
     max_attempts: 2
     next: facts

assets/agents/code-reviewer/scripts/facts.py

@@ -23,10 +23,12 @@ def load_state():
 
 
 state = load_state()
-proj = state.get("project_dir") or "."
+proj = os.path.expanduser(
+    (state.get("project_dir_in") or "").strip() or state.get("project_dir") or "."
+)
 spec = (state.get("diff_spec") or "auto").strip()
 notes = []
-out = {}
+out = {"project_dir": proj}
 
 
 def git(*args, timeout=60):

assets/agents/finding-verifier/graph.yaml

@@ -55,8 +55,12 @@ nodes:
       - `path` and `lines` come from the finding verbatim; if a finding cites
         multiple locations, emit one entry per location with the same id plus
         a `-b`, `-c` suffix.
+      - `project_dir`: the repository directory named in the request (a
+        "Repository:" or "Project:" line). When none is named, echo the
+        default shown in the prompt.
     prompt: |
-      Extract the findings from this verification request:
+      Extract the findings from this verification request (default repository
+      directory when the request names none: {{project_dir}}):
 
       {{initial_prompt}}
     tools: []
@@ -84,7 +88,10 @@ nodes:
                 type: string
                 description: Self-contained statement of what the finding asserts about the code.
             required: [id, severity, path, lines, claim]
-      required: [findings_list]
+        project_dir:
+          type: string
+          description: Repository directory named in the request (echo the prompt default when none).
+      required: [findings_list, project_dir]
     next: verify_each
 
   verify_each:

assets/agents/review-gauntlet/graph.yaml

@@ -83,6 +83,9 @@ nodes:
         range ("main...HEAD", "HEAD~3..HEAD"), a single ref, or the literal
         "worktree" for uncommitted changes against HEAD. When the caller
         did not name one, use "worktree".
+      - `project_dir_in`: the repository directory the caller named as holding
+        the change (absolute path preferred); empty string when the caller
+        named none.
       - `plan_context`: the plan / spec / acceptance-criteria text the
         implementation must satisfy, verbatim (or a file path the caller
         pointed at). Empty string when the caller supplied none.
@@ -121,7 +124,9 @@ nodes:
             type: string
         extra_context:
           type: string
-      required: [diff_spec, plan_context, rigor, security_posture, probe_context, forced_lanes, extra_context]
+        project_dir_in:
+          type: string
+      required: [diff_spec, plan_context, rigor, security_posture, probe_context, forced_lanes, extra_context, project_dir_in]
     max_iterations: 3
     max_attempts: 2
     next: signals

assets/agents/review-gauntlet/scripts/signals.py

@@ -21,7 +21,9 @@ def load_state():
 
 
 state = load_state()
-proj = state.get("project_dir") or "."
+proj = os.path.expanduser(
+    (state.get("project_dir_in") or "").strip() or state.get("project_dir") or "."
+)
 spec = (state.get("diff_spec") or "worktree").strip()
 
 
@@ -34,7 +36,7 @@ def git(*args):
     return r.stdout
 
 
-out = {}
+out = {"project_dir": proj}
 try:
     if spec in ("", "worktree"):
         names = git("diff", "--name-only", "HEAD")

src/config/agent.rs

@@ -329,6 +329,7 @@ impl Agent {
         agent_variables: &[AgentVariable],
         pre_set_variables: Option<&AgentVariables>,
         no_interaction: bool,
+        interactive: bool,
     ) -> Result<AgentVariables> {
         let mut output = IndexMap::new();
         if agent_variables.is_empty() {
@@ -349,7 +350,7 @@ impl Agent {
             if no_interaction {
                 continue;
             }
-            if *IS_STDOUT_TERMINAL {
+            if interactive && *IS_STDOUT_TERMINAL {
                 if !printed {
                     println!("⚙ Init agent variables...");
                     printed = true;
@@ -1257,7 +1258,7 @@ fn load_agent_description(name: &str) -> String {
     String::new()
 }
 
-fn load_agent_variables(name: &str) -> Vec<AgentVariable> {
+pub fn load_agent_variables(name: &str) -> Vec<AgentVariable> {
     if let Ok(config) = AgentConfig::load(&paths::agent_config_file(name)) {
         return config.variables;
     }

src/config/mod.rs

@@ -28,7 +28,7 @@ pub(crate) use self::agent::AgentConfig;
 pub(crate) use self::agent::default_max_agent_depth;
 pub use self::agent::{
     Agent, AgentVariable, AgentVariables, complete_agent_variables, list_agents,
-    list_agents_with_descriptions,
+    list_agents_with_descriptions, load_agent_variables,
 };
 #[allow(unused_imports)]
 pub use self::app_config::AppConfig;

src/config/prompts.rs

@@ -84,13 +84,13 @@ pub(in crate::config) const DEFAULT_SPAWN_INSTRUCTIONS: &str = indoc! {"
 
     | Tool | Purpose |
     |------|----------|
-    | `agent__spawn` | Spawn a subagent in the background. Returns an `id` immediately. |
+    | `agent__spawn` | Spawn a subagent in the background. Returns an `id` immediately. Optional `variables` (string map) sets the target agent's declared variables, overriding inherited values. |
     | `agent__check` | Non-blocking status probe: running or finished. Never returns/consumes the result — use `agent__collect`. |
     | `agent__collect` | Blocking wait: wait for an agent to finish, return its output. |
-    | `agent__list_available` | List all agent types you can spawn (name + description). Use this to discover specialists before calling `agent__spawn`. |
+    | `agent__list_available` | List all agent types you can spawn (name + description + declared variables). Use this to discover specialists and the `variables` they accept before calling `agent__spawn`. |
     | `agent__list_running` | List all subagents YOU have spawned, with their status. |
     | `agent__cancel` | Cancel a running agent by ID. |
-    | `agent__task_create` | Create a task in the dependency-aware task queue. |
+    | `agent__task_create` | Create a task in the dependency-aware task queue. Optional `variables` (string map) is passed to the auto-dispatched agent. |
     | `agent__task_list` | List all tasks and their status/dependencies. |
     | `agent__task_complete` | Mark a task done; returns any newly unblocked tasks. Auto-dispatches agents for tasks with a designated agent. |
     | `agent__task_fail` | Mark a task as failed. Dependents remain blocked. |

src/config/request_context.rs

@@ -1191,6 +1191,7 @@ impl RequestContext {
                 agent.defined_variables(),
                 self.agent_variables.as_ref(),
                 self.info_flag,
+                self.self_agent_id.is_none(),
             )?;
             agent.set_shared_variables(new_variables);
         }
@@ -1213,6 +1214,7 @@ impl RequestContext {
                         agent.defined_variables(),
                         self.agent_variables.as_ref(),
                         self.info_flag,
+                        self.self_agent_id.is_none(),
                     )?;
                     agent.set_shared_variables(new_variables.clone());
                     new_variables
@@ -8182,6 +8184,22 @@ mod tests {
                 .collect()
         }
 
+        fn shadowed(names: &[&str]) -> Vec<String> {
+            names
+                .iter()
+                .map(|name| {
+                    format!(
+                        "-: declared variable '{name}' is shadowed by an explicit \
+                         `initial_state` key: the `initial_state` value wins and the \
+                         variable's resolved value (spawn-provided/CLI/default) is never \
+                         seeded into graph state; rename one of them, or drop the \
+                         `initial_state` key to let the variable seed it (script nodes' \
+                         `LLM_AGENT_VAR_<NAME>` env is unaffected)"
+                    )
+                })
+                .collect()
+        }
+
         let _guard = TestConfigDirGuard::new();
 
         Agent::install_builtin_agents(false).unwrap();
@@ -8216,8 +8234,9 @@ mod tests {
             );
         }
 
-        // Warning parity with the pre-subgraph validator: the only warnings any
+        // Warning baseline for the shipped graphs: `_next`-routed unreachable
-        // bundled graph emits are the `_next`-routed unreachable nodes. A new
+        // nodes, plus variable-shadowing on `coder` and `step-runner` (they
+        // declare variables whose names are also `initial_state` keys). A new
         // rule that fires on a shipped asset (or a new bundled graph) must be
         // recorded here deliberately.
         let expected_warnings = BTreeMap::from([
@@ -8225,19 +8244,23 @@ mod tests {
             ("code-reviewer".to_string(), Vec::new()),
             (
                 "coder".to_string(),
-                unreachable(&[
+                [
-                    "analyze_request",
+                    shadowed(&["project_dir"]),
-                    "end_rejected",
+                    unreachable(&[
-                    "end_success",
+                        "analyze_request",
-                    "fix_loop_gate",
+                        "end_rejected",
-                    "gate_approval",
+                        "end_success",
-                    "implement",
+                        "fix_loop_gate",
-                    "route_complexity",
+                        "gate_approval",
-                    "route_review_result",
+                        "implement",
-                    "self_review",
+                        "route_complexity",
-                    "verify_build",
+                        "route_review_result",
-                    "verify_tests",
+                        "self_review",
-                ]),
+                        "verify_build",
+                        "verify_tests",
+                    ]),
+                ]
+                .concat(),
             ),
             ("deep-research".to_string(), unreachable(&["ask_topic"])),
             ("finding-verifier".to_string(), Vec::new()),
@@ -8245,26 +8268,30 @@ mod tests {
             ("review-gauntlet".to_string(), Vec::new()),
             (
                 "step-runner".to_string(),
-                unreachable(&[
+                [
-                    "check_handoff",
+                    shadowed(&["plans_dir", "project_dir"]),
-                    "edge_case_sweep",
+                    unreachable(&[
-                    "end_blocked",
+                        "check_handoff",
-                    "end_rejected",
+                        "edge_case_sweep",
-                    "end_success",
+                        "end_blocked",
-                    "fix_loop_gate",
+                        "end_rejected",
-                    "gate_blocked",
+                        "end_success",
-                    "gate_deviation",
+                        "fix_loop_gate",
-                    "gate_user_review",
+                        "gate_blocked",
-                    "get_revision",
+                        "gate_deviation",
-                    "independent_review",
+                        "gate_user_review",
-                    "revise_from_choice",
+                        "get_revision",
-                    "route_review",
+                        "independent_review",
-                    "route_sweep",
+                        "revise_from_choice",
-                    "verify_build",
+                        "route_review",
-                    "verify_format_lint",
+                        "route_sweep",
-                    "verify_tests",
+                        "verify_build",
-                    "write_handoff",
+                        "verify_format_lint",
-                ]),
+                        "verify_tests",
+                        "write_handoff",
+                    ]),
+                ]
+                .concat(),
             ),
         ]);
         assert_eq!(

src/function/agents.rs

@@ -2,8 +2,9 @@ use super::todo::TODO_FUNCTION_PREFIX;
 use super::{FunctionDeclaration, JsonSchema};
 use crate::client::{Model, ModelType, call_chat_completions};
 use crate::config::{
-    Agent, AppState, Input, RequestContext, Role, RoleLike, default_max_agent_depth,
+    Agent, AgentVariable, AgentVariables, AppState, Input, RequestContext, Role, RoleLike,
-    effective_max_concurrent_jobs, jobs_enabled, list_agents_with_descriptions,
+    default_max_agent_depth, effective_max_concurrent_jobs, jobs_enabled,
+    list_agents_with_descriptions, load_agent_variables,
 };
 use crate::supervisor::mailbox::{Envelope, EnvelopePayload, Inbox, PeerRegistry, graph_agent_id};
 use crate::supervisor::notification::agent_notification;
@@ -39,6 +40,77 @@ fn agent_permitted(whitelist: Option<&[String]>, target: &str) -> bool {
     }
 }
 
+fn parse_variables_arg(args: &Value) -> Result<Option<AgentVariables>, String> {
+    let Some(value) = args.get("variables") else {
+        return Ok(None);
+    };
+    let Some(obj) = value.as_object() else {
+        return Err(
+            "'variables' must be a JSON object mapping variable names to string values, e.g. {\"pr\": \"1234\"}".to_string(),
+        );
+    };
+    let mut variables = AgentVariables::new();
+    for (key, val) in obj {
+        let Some(val) = val.as_str() else {
+            return Err(format!("'variables.{key}' must be a string value"));
+        };
+        variables.insert(key.clone(), val.to_string());
+    }
+    Ok(Some(variables))
+}
+
+fn validate_spawn_variables(
+    agent_name: &str,
+    declared: &[AgentVariable],
+    provided: &AgentVariables,
+) -> Result<(), String> {
+    let unknown: Vec<&str> = provided
+        .keys()
+        .filter(|key| !declared.iter().any(|v| v.name == **key))
+        .map(String::as_str)
+        .collect();
+    if unknown.is_empty() {
+        return Ok(());
+    }
+    if declared.is_empty() {
+        return Err(format!(
+            "Agent '{agent_name}' declares no variables; remove the 'variables' argument."
+        ));
+    }
+
+    let declared_list = declared
+        .iter()
+        .map(|v| format!("{} ({})", v.name, v.description))
+        .collect::<Vec<_>>()
+        .join(", ");
+    Err(format!(
+        "Unknown variable(s) {unknown:?} for agent '{agent_name}'. Declared variables: {declared_list}"
+    ))
+}
+
+fn merge_spawn_variables(inherited: &mut Option<AgentVariables>, provided: AgentVariables) {
+    if provided.is_empty() {
+        return;
+    }
+
+    inherited
+        .get_or_insert_with(AgentVariables::new)
+        .extend(provided);
+}
+
+fn dispatch_spawn_args(agent: &str, prompt: &str, variables: Option<&AgentVariables>) -> Value {
+    let mut spawn_args = json!({
+        "agent": agent,
+        "prompt": prompt,
+    });
+
+    if let Some(variables) = variables {
+        spawn_args["variables"] = json!(variables);
+    }
+
+    spawn_args
+}
+
 fn is_job_task(supervisor: Option<&Arc<RwLock<Supervisor>>>, id: &str) -> bool {
     id.starts_with("job_") || supervisor.is_some_and(|sup| sup.read().has_job(id))
 }
@@ -265,6 +337,14 @@ pub fn agent_function_declarations() -> Vec<FunctionDeclaration> {
                             ..Default::default()
                         },
                     ),
+                    (
+                        "variables".to_string(),
+                        JsonSchema {
+                            type_value: Some("object".to_string()),
+                            description: Some("Values for the target agent's declared variables (its config/graph `variables:` list), e.g. {\"pr\": \"1234\"}. Overrides values inherited from the parent. String values only. Note: if the target agent resumes an existing shared session, the session's stored variable values take precedence and these are ignored. Discover an agent's declared variables via `agent__list_available`.".into()),
+                            ..Default::default()
+                        },
+                    ),
                 ])),
                 required: Some(vec!["agent".to_string(), "prompt".to_string()]),
                 ..Default::default()
@@ -328,9 +408,11 @@ pub fn agent_function_declarations() -> Vec<FunctionDeclaration> {
         },
         FunctionDeclaration {
             name: format!("{AGENT_FUNCTION_PREFIX}list_available"),
-            description: "List all agent types installed and available to spawn (name + description). Use this to \
+            description: "List all agent types installed and available to spawn (name + description + declared \
-                          discover what specialists exist before calling `agent__spawn` — especially when you're unsure \
+                          variables). Use this to discover what specialists exist before calling `agent__spawn` — \
-                          which agent to delegate to. This is the discovery counterpart to `agent__list_running` \
+                          especially when you're unsure which agent to delegate to. Each agent's `variables` entry \
+                          describes the values to pass via the `variables` parameter of `agent__spawn` or \
+                          `agent__task_create`. This is the discovery counterpart to `agent__list_running` \
                           (which reports agents you have already spawned).".to_string(),
             parameters: JsonSchema {
                 type_value: Some("object".to_string()),
@@ -410,6 +492,14 @@ pub fn agent_function_declarations() -> Vec<FunctionDeclaration> {
                             ..Default::default()
                         },
                     ),
+                    (
+                        "variables".to_string(),
+                        JsonSchema {
+                            type_value: Some("object".to_string()),
+                            description: Some("Values for the auto-spawned agent's declared variables, e.g. {\"pr\": \"1234\"}. Passed to `agent__spawn` at dispatch time. String values only. Discover an agent's declared variables via `agent__list_available`.".into()),
+                            ..Default::default()
+                        },
+                    ),
                 ])),
                 required: Some(vec!["subject".to_string()]),
                 ..Default::default()
@@ -918,6 +1008,15 @@ async fn handle_spawn(ctx: &mut RequestContext, args: &Value) -> Result<Value> {
         .ok_or_else(|| anyhow!("'prompt' is required"))?
         .to_string();
     let _task_id = args.get("task_id").and_then(Value::as_str);
+    let variables = match parse_variables_arg(args) {
+        Ok(v) => v,
+        Err(message) => {
+            return Ok(json!({
+                "status": "error",
+                "message": message,
+            }));
+        }
+    };
 
     if let Some(parent) = ctx.agent.as_ref()
         && !agent_permitted(parent.spawnable_agents(), &agent_name)
@@ -995,6 +1094,16 @@ async fn handle_spawn(ctx: &mut RequestContext, args: &Value) -> Result<Value> {
     )
     .await?;
 
+    if let Some(provided) = variables.as_ref()
+        && let Err(message) =
+            validate_spawn_variables(&agent_name, agent.defined_variables(), provided)
+    {
+        return Ok(json!({
+            "status": "error",
+            "message": message,
+        }));
+    }
+
     let agent_mcp_servers = agent.mcp_server_names().to_vec();
     let session = agent.agent_session().map(|v| v.to_string());
     let child_jobs_enabled = jobs_enabled(Some(&agent), app_config.as_ref());
@@ -1020,6 +1129,9 @@ async fn handle_spawn(ctx: &mut RequestContext, args: &Value) -> Result<Value> {
             Supervisor::new(max_concurrent_agents, max_depth).with_max_concurrent_jobs(max_jobs),
         )));
     }
+    if let Some(provided) = variables {
+        merge_spawn_variables(&mut child_ctx.agent_variables, provided);
+    }
 
     if let Some(session) = session {
         child_ctx
@@ -1337,6 +1449,27 @@ fn handle_list_running(ctx: &mut RequestContext) -> Result<Value> {
     Ok(result)
 }
 
+fn variables_json(vars: &[AgentVariable]) -> Option<Value> {
+    if vars.is_empty() {
+        return None;
+    }
+    Some(Value::Array(
+        vars.iter()
+            .map(|v| {
+                let mut var = json!({
+                    "name": v.name,
+                    "description": v.description,
+                    "required": v.default.is_none(),
+                });
+                if let Some(default) = &v.default {
+                    var["default"] = json!(default);
+                }
+                var
+            })
+            .collect(),
+    ))
+}
+
 fn handle_list_available(ctx: &RequestContext) -> Result<Value> {
     let whitelist: Option<Vec<String>> = ctx
         .agent
@@ -1352,11 +1485,15 @@ fn handle_list_available(ctx: &RequestContext) -> Result<Value> {
     let agents: Vec<Value> = entries
         .into_iter()
         .map(|(name, description)| {
-            if description.is_empty() {
+            let mut agent = if description.is_empty() {
                 json!({ "name": name })
             } else {
                 json!({ "name": name, "description": description })
+            };
+            if let Some(variables) = variables_json(&load_agent_variables(&name)) {
+                agent["variables"] = variables;
             }
+            agent
         })
         .collect();
 
@@ -1605,6 +1742,16 @@ fn handle_task_create(ctx: &mut RequestContext, args: &Value) -> Result<Value> {
         bail!("'prompt' is required when 'agent' is set");
     }
 
+    let variables = match parse_variables_arg(args) {
+        Ok(v) => v,
+        Err(message) => {
+            return Ok(json!({
+                "status": "error",
+                "message": message,
+            }));
+        }
+    };
+
     let supervisor = ctx
         .supervisor
         .as_ref()
@@ -1617,6 +1764,7 @@ fn handle_task_create(ctx: &mut RequestContext, args: &Value) -> Result<Value> {
         description.to_string(),
         dispatch_agent.clone(),
         task_prompt,
+        variables,
     );
 
     let mut dep_errors = vec![];
@@ -1664,6 +1812,7 @@ fn handle_task_list(ctx: &mut RequestContext) -> Result<Value> {
                 "blocks": t.blocks.iter().collect::<Vec<_>>(),
                 "agent": t.dispatch_agent,
                 "prompt": t.prompt,
+                "variables": t.variables,
             })
         })
         .collect();
@@ -1688,7 +1837,7 @@ async fn handle_task_complete(ctx: &mut RequestContext, args: &Value) -> Result<
         let newly_runnable_ids = sup.task_queue_mut().complete(task_id);
 
         let mut newly_runnable = Vec::new();
-        let mut to_dispatch: Vec<(String, String, String)> = Vec::new();
+        let mut to_dispatch: Vec<(String, String, String, Option<AgentVariables>)> = Vec::new();
 
         for id in &newly_runnable_ids {
             if let Some(t) = sup.task_queue().get(id) {
@@ -1700,15 +1849,20 @@ async fn handle_task_complete(ctx: &mut RequestContext, args: &Value) -> Result<
                 }));
 
                 if let (Some(agent), Some(prompt)) = (&t.dispatch_agent, &t.prompt) {
-                    to_dispatch.push((id.clone(), agent.clone(), prompt.clone()));
+                    to_dispatch.push((
+                        id.clone(),
+                        agent.clone(),
+                        prompt.clone(),
+                        t.variables.clone(),
+                    ));
                 }
             }
         }
 
         let mut dispatchable = Vec::new();
-        for (tid, agent, prompt) in to_dispatch {
+        for (tid, agent, prompt, variables) in to_dispatch {
             if sup.task_queue_mut().claim(&tid, &format!("auto:{agent}")) {
-                dispatchable.push((agent, prompt));
+                dispatchable.push((agent, prompt, variables));
             }
         }
 
@@ -1716,11 +1870,8 @@ async fn handle_task_complete(ctx: &mut RequestContext, args: &Value) -> Result<
     };
 
     let mut spawned = Vec::new();
-    for (agent, prompt) in &dispatchable {
+    for (agent, prompt, variables) in &dispatchable {
-        let spawn_args = json!({
+        let spawn_args = dispatch_spawn_args(agent, prompt, variables.as_ref());
-            "agent": agent,
-            "prompt": prompt,
-        });
         match handle_spawn(ctx, &spawn_args).await {
             Ok(result) => {
                 let agent_id = result
@@ -2515,6 +2666,53 @@ mod tests {
         assert_eq!(full_count as usize, list_agents_with_descriptions().len());
     }
 
+    #[test]
+    fn variables_json_maps_required_and_default() {
+        let vars = vec![
+            AgentVariable {
+                name: "pr".to_string(),
+                description: "PR number".to_string(),
+                default: None,
+                value: String::new(),
+            },
+            AgentVariable {
+                name: "branch".to_string(),
+                description: "Target branch".to_string(),
+                default: Some("x".to_string()),
+                value: String::new(),
+            },
+        ];
+
+        let result = variables_json(&vars).unwrap();
+
+        assert_eq!(result[0]["name"], "pr");
+        assert_eq!(result[0]["description"], "PR number");
+        assert_eq!(result[0]["required"], true);
+        assert!(result[0].get("default").is_none());
+        assert_eq!(result[1]["name"], "branch");
+        assert_eq!(result[1]["required"], false);
+        assert_eq!(result[1]["default"], "x");
+    }
+
+    #[test]
+    fn variables_json_empty_slice_is_none() {
+        assert!(variables_json(&[]).is_none());
+    }
+
+    #[test]
+    fn variables_json_never_emits_value() {
+        let vars = vec![AgentVariable {
+            name: "pr".to_string(),
+            description: "PR number".to_string(),
+            default: None,
+            value: "resolved".to_string(),
+        }];
+
+        let result = variables_json(&vars).unwrap();
+
+        assert!(result[0].get("value").is_none());
+    }
+
     #[test]
     fn agent_permitted_none_whitelist_allows_all() {
         assert!(agent_permitted(None, "explore"));
@@ -2935,6 +3133,32 @@ mod tests {
         assert_eq!(result["auto_dispatch"], true);
     }
 
+    #[test]
+    fn handle_task_create_stores_variables() {
+        let mut ctx = ctx_with_supervisor(4, 3);
+        let result = handle_task_create(
+            &mut ctx,
+            &json!({"subject": "Auto task", "agent": "coder", "prompt": "do it", "variables": {"pr": "1234"}}),
+        )
+        .unwrap();
+        assert_eq!(result["status"], "ok");
+
+        let list = handle_task_list(&mut ctx).unwrap();
+        let tasks = list["tasks"].as_array().unwrap();
+        assert_eq!(tasks[0]["variables"]["pr"], "1234");
+    }
+
+    #[test]
+    fn handle_task_create_rejects_non_object_variables() {
+        let mut ctx = ctx_with_supervisor(4, 3);
+
+        let result =
+            handle_task_create(&mut ctx, &json!({"subject": "Bad", "variables": ["pr"]})).unwrap();
+
+        assert_eq!(result["status"], "error");
+        assert!(result["message"].as_str().unwrap().contains("JSON object"));
+    }
+
     #[test]
     fn handle_task_create_agent_without_prompt_errors() {
         let mut ctx = ctx_with_supervisor(4, 3);
@@ -3635,6 +3859,138 @@ mod tests {
         );
     }
 
+    #[test]
+    fn handle_spawn_non_object_variables_errors() {
+        let mut ctx = ctx_with_supervisor(4, 3);
+
+        let result = run_async(handle_spawn(
+            &mut ctx,
+            &json!({"agent": "x", "prompt": "p", "variables": "pr=1234"}),
+        ))
+        .unwrap();
+
+        assert_eq!(result["status"], "error");
+        assert!(result["message"].as_str().unwrap().contains("JSON object"));
+    }
+
+    #[test]
+    fn handle_spawn_non_string_variable_value_errors() {
+        let mut ctx = ctx_with_supervisor(4, 3);
+
+        let result = run_async(handle_spawn(
+            &mut ctx,
+            &json!({"agent": "x", "prompt": "p", "variables": {"pr": 1234}}),
+        ))
+        .unwrap();
+
+        assert_eq!(result["status"], "error");
+        assert!(
+            result["message"]
+                .as_str()
+                .unwrap()
+                .contains("'variables.pr'")
+        );
+    }
+
+    #[test]
+    fn parse_variables_arg_absent_returns_none() {
+        assert_eq!(parse_variables_arg(&json!({})).unwrap(), None);
+    }
+
+    #[test]
+    fn parse_variables_arg_accepts_object_of_strings() {
+        let parsed = parse_variables_arg(&json!({"variables": {"pr": "1234", "repo": "coyote"}}))
+            .unwrap()
+            .unwrap();
+
+        assert_eq!(parsed.get("pr").map(String::as_str), Some("1234"));
+        assert_eq!(parsed.get("repo").map(String::as_str), Some("coyote"));
+    }
+
+    #[test]
+    fn validate_spawn_variables_unknown_name_lists_declared() {
+        let declared = vec![AgentVariable {
+            name: "pr".into(),
+            description: "PR number".into(),
+            ..Default::default()
+        }];
+
+        let provided = AgentVariables::from([("typo".to_string(), "x".to_string())]);
+
+        let err = validate_spawn_variables("coder", &declared, &provided).unwrap_err();
+        assert!(err.contains("typo"));
+        assert!(err.contains("pr (PR number)"));
+    }
+
+    #[test]
+    fn validate_spawn_variables_none_declared_errors() {
+        let provided = AgentVariables::from([("pr".to_string(), "1".to_string())]);
+
+        let err = validate_spawn_variables("coder", &[], &provided).unwrap_err();
+
+        assert!(err.contains("declares no variables"));
+    }
+
+    #[test]
+    fn validate_spawn_variables_known_names_ok() {
+        let declared = vec![AgentVariable {
+            name: "pr".into(),
+            description: "PR number".into(),
+            ..Default::default()
+        }];
+
+        let provided = AgentVariables::from([("pr".to_string(), "1".to_string())]);
+
+        assert!(validate_spawn_variables("coder", &declared, &provided).is_ok());
+    }
+
+    #[test]
+    fn merge_spawn_variables_overrides_inherited_per_key() {
+        let mut inherited = Some(AgentVariables::from([
+            ("pr".to_string(), "1".to_string()),
+            ("repo".to_string(), "coyote".to_string()),
+        ]));
+
+        merge_spawn_variables(
+            &mut inherited,
+            AgentVariables::from([("pr".to_string(), "2".to_string())]),
+        );
+
+        let merged = inherited.unwrap();
+        assert_eq!(merged.get("pr").map(String::as_str), Some("2"));
+        assert_eq!(merged.get("repo").map(String::as_str), Some("coyote"));
+    }
+
+    #[test]
+    fn merge_spawn_variables_seeds_when_nothing_inherited() {
+        let mut inherited = None;
+
+        merge_spawn_variables(
+            &mut inherited,
+            AgentVariables::from([("pr".to_string(), "2".to_string())]),
+        );
+
+        assert_eq!(inherited.unwrap().get("pr").map(String::as_str), Some("2"));
+    }
+
+    #[test]
+    fn dispatch_spawn_args_includes_variables() {
+        let variables = AgentVariables::from([("pr".to_string(), "1234".to_string())]);
+
+        let args = dispatch_spawn_args("coder", "do it", Some(&variables));
+
+        assert_eq!(args["agent"], "coder");
+        assert_eq!(args["prompt"], "do it");
+        assert_eq!(args["variables"]["pr"], "1234");
+    }
+
+    #[test]
+    fn dispatch_spawn_args_omits_absent_variables() {
+        let args = dispatch_spawn_args("coder", "do it", None);
+
+        assert!(args.get("variables").is_none());
+    }
+
     #[test]
     fn handle_spawn_at_capacity_errors() {
         let mut ctx = ctx_with_supervisor(1, 3);

src/graph/validator.rs

@@ -180,6 +180,7 @@ impl GraphValidator {
         self.validate_max_concurrency_template(graph, &mut result);
         self.validate_orchestration_limits(graph, &mut result);
         self.validate_timeouts(graph, &mut result);
+        self.validate_variable_shadowing(graph, &mut result);
         self.validate_map_subgraphs(graph, &mut result);
         self.validate_parallel_user_interaction(graph, &mut result);
         self.validate_parallel_writes(graph, &mut result);
@@ -613,6 +614,25 @@ impl GraphValidator {
         }
     }
 
+    /// Variable seeding never overwrites an existing state key, so a declared
+    /// variable whose name is also an `initial_state` key never reaches graph
+    /// state: the explicit `initial_state` value wins. Legal; the warning only
+    /// makes the shadowing visible.
+    fn validate_variable_shadowing(&self, graph: &Graph, result: &mut ValidationResult) {
+        for var in &graph.variables {
+            if graph.initial_state.contains_key(&var.name) {
+                result.warning(ValidationError::new(format!(
+                    "declared variable '{}' is shadowed by an explicit `initial_state` key: \
+                     the `initial_state` value wins and the variable's resolved value \
+                     (spawn-provided/CLI/default) is never seeded into graph state; rename \
+                     one of them, or drop the `initial_state` key to let the variable seed \
+                     it (script nodes' `LLM_AGENT_VAR_<NAME>` env is unaffected)",
+                    var.name
+                )));
+            }
+        }
+    }
+
     /// Explicit `0` opt-outs on `settings` and node bounds: a `timeout: 0`
     /// disables the wall-clock bound, `max_loop_iterations: 0` disables the
     /// per-node visit cap, and an llm node's `max_iterations: 0` disables its
@@ -3272,6 +3292,72 @@ mod tests {
         );
     }
 
+    fn variable(name: &str) -> crate::config::AgentVariable {
+        crate::config::AgentVariable {
+            name: name.into(),
+            ..Default::default()
+        }
+    }
+
+    fn shadowing_warnings(result: &ValidationResult) -> Vec<&ValidationError> {
+        result
+            .warnings
+            .iter()
+            .filter(|w| w.message.contains("shadowed"))
+            .collect()
+    }
+
+    #[test]
+    fn variable_shadowed_by_initial_state_key_warns() {
+        let mut graph = graph_with(vec![("e", end_node("e"))], "e");
+        graph.variables = vec![variable("region")];
+        graph
+            .initial_state
+            .insert("region".into(), serde_json::json!("us-east-1"));
+
+        let result = validator().validate(&graph);
+
+        assert!(result.is_valid());
+        let w = shadowing_warnings(&result);
+        assert_eq!(w.len(), 1, "{:?}", result.warnings);
+        assert_eq!(w[0].node_id, None);
+        assert!(w[0].message.contains("'region'"), "{}", w[0].message);
+    }
+
+    #[test]
+    fn disjoint_variables_and_initial_state_do_not_warn() {
+        let mut graph = graph_with(vec![("e", end_node("e"))], "e");
+        graph.variables = vec![variable("region")];
+        graph
+            .initial_state
+            .insert("zone".into(), serde_json::json!("a"));
+
+        let result = validator().validate(&graph);
+
+        assert!(
+            shadowing_warnings(&result).is_empty(),
+            "disjoint names should not warn: {:?}",
+            result.warnings
+        );
+    }
+
+    #[test]
+    fn each_shadowed_variable_warns_once() {
+        let mut graph = graph_with(vec![("e", end_node("e"))], "e");
+        graph.variables = vec![variable("region"), variable("tier")];
+        graph
+            .initial_state
+            .insert("region".into(), serde_json::json!("us"));
+        graph
+            .initial_state
+            .insert("tier".into(), serde_json::json!("gold"));
+
+        let result = validator().validate(&graph);
+
+        let w = shadowing_warnings(&result);
+        assert_eq!(w.len(), 2, "{:?}", result.warnings);
+    }
+
     fn timeout_warnings(result: &ValidationResult) -> Vec<&ValidationError> {
         result
             .warnings

src/parsers/python.rs

@@ -367,9 +367,11 @@ mod tests {
         file_name: &str,
         parent: &Path,
     ) -> Result<Vec<FunctionDeclaration>> {
+        let pid = std::process::id();
         let unique = PARSE_COUNTER.fetch_add(1, Ordering::Relaxed);
-        let path =
+        let path = std::env::temp_dir().join(format!(
-            std::env::temp_dir().join(format!("coyote_python_parser_{file_name}_{unique}.py"));
+            "coyote_python_parser_{file_name}_{pid}_{unique}.py"
+        ));
         fs::write(&path, source).expect("failed to write temp python source");
         let file = File::open(&path).expect("failed to open temp python source");
         let result = generate_python_declarations(file, file_name, Some(parent));

src/parsers/typescript.rs

@@ -414,18 +414,19 @@ mod tests {
     use super::*;
     use crate::function::JsonSchema;
     use std::fs;
-    use std::time::{SystemTime, UNIX_EPOCH};
+    use std::sync::atomic::{AtomicU64, Ordering};
+
+    static PARSE_COUNTER: AtomicU64 = AtomicU64::new(0);
 
     fn parse_ts_source(
         source: &str,
         file_name: &str,
         parent: &Path,
     ) -> Result<Vec<FunctionDeclaration>> {
-        let unique = SystemTime::now()
+        let pid = std::process::id();
-            .duration_since(UNIX_EPOCH)
+        let unique = PARSE_COUNTER.fetch_add(1, Ordering::Relaxed);
-            .expect("time")
+        let path =
-            .as_nanos();
+            std::env::temp_dir().join(format!("coyote_ts_parser_{file_name}_{pid}_{unique}.ts"));
-        let path = std::env::temp_dir().join(format!("coyote_ts_parser_{file_name}_{unique}.ts"));
         fs::write(&path, source).expect("write");
         let file = File::open(&path).expect("open");
         let result = generate_typescript_declarations(file, file_name, Some(parent));

src/supervisor/mod.rs

@@ -504,7 +504,7 @@ mod tests {
         let mut sup = Supervisor::new(4, 3);
         let id = sup
             .task_queue_mut()
-            .create("task".into(), "desc".into(), None, None);
+            .create("task".into(), "desc".into(), None, None, None);
         assert!(!id.is_empty());
         assert_eq!(sup.task_queue().list().len(), 1);
     }

src/supervisor/taskqueue.rs

@@ -1,3 +1,4 @@
+use crate::config::AgentVariables;
 use serde::{Deserialize, Serialize};
 use std::collections::{HashMap, HashSet};
 
@@ -22,6 +23,7 @@ pub struct TaskNode {
     pub blocks: HashSet<String>,
     pub dispatch_agent: Option<String>,
     pub prompt: Option<String>,
+    pub variables: Option<AgentVariables>,
 }
 
 impl TaskNode {
@@ -31,6 +33,7 @@ impl TaskNode {
         description: String,
         dispatch_agent: Option<String>,
         prompt: Option<String>,
+        variables: Option<AgentVariables>,
     ) -> Self {
         Self {
             id,
@@ -42,6 +45,7 @@ impl TaskNode {
             blocks: HashSet::new(),
             dispatch_agent,
             prompt,
+            variables,
         }
     }
 
@@ -70,10 +74,18 @@ impl TaskQueue {
         description: String,
         dispatch_agent: Option<String>,
         prompt: Option<String>,
+        variables: Option<AgentVariables>,
     ) -> String {
         let id = self.next_id.to_string();
         self.next_id += 1;
-        let task = TaskNode::new(id.clone(), subject, description, dispatch_agent, prompt);
+        let task = TaskNode::new(
+            id.clone(),
+            subject,
+            description,
+            dispatch_agent,
+            prompt,
+            variables,
+        );
         self.tasks.insert(id.clone(), task);
         id
     }
@@ -193,8 +205,15 @@ mod tests {
             "Research auth patterns".into(),
             None,
             None,
+            None,
+        );
+        let id2 = queue.create(
+            "Implement".into(),
+            "Write the code".into(),
+            None,
+            None,
+            None,
         );
-        let id2 = queue.create("Implement".into(), "Write the code".into(), None, None);
 
         assert_eq!(id1, "1");
         assert_eq!(id2, "2");
@@ -204,8 +223,8 @@ mod tests {
     #[test]
     fn test_dependency_and_completion() {
         let mut queue = TaskQueue::new();
-        let id1 = queue.create("Step 1".into(), "".into(), None, None);
+        let id1 = queue.create("Step 1".into(), "".into(), None, None, None);
-        let id2 = queue.create("Step 2".into(), "".into(), None, None);
+        let id2 = queue.create("Step 2".into(), "".into(), None, None, None);
 
         queue.add_dependency(&id2, &id1).unwrap();
 
@@ -221,9 +240,9 @@ mod tests {
     #[test]
     fn test_fan_in_dependency() {
         let mut queue = TaskQueue::new();
-        let id1 = queue.create("A".into(), "".into(), None, None);
+        let id1 = queue.create("A".into(), "".into(), None, None, None);
-        let id2 = queue.create("B".into(), "".into(), None, None);
+        let id2 = queue.create("B".into(), "".into(), None, None, None);
-        let id3 = queue.create("C (needs A and B)".into(), "".into(), None, None);
+        let id3 = queue.create("C (needs A and B)".into(), "".into(), None, None, None);
 
         queue.add_dependency(&id3, &id1).unwrap();
         queue.add_dependency(&id3, &id2).unwrap();
@@ -242,8 +261,8 @@ mod tests {
     #[test]
     fn test_cycle_detection() {
         let mut queue = TaskQueue::new();
-        let id1 = queue.create("A".into(), "".into(), None, None);
+        let id1 = queue.create("A".into(), "".into(), None, None, None);
-        let id2 = queue.create("B".into(), "".into(), None, None);
+        let id2 = queue.create("B".into(), "".into(), None, None, None);
 
         queue.add_dependency(&id2, &id1).unwrap();
         let result = queue.add_dependency(&id1, &id2);
@@ -254,7 +273,7 @@ mod tests {
     #[test]
     fn test_self_dependency_rejected() {
         let mut queue = TaskQueue::new();
-        let id1 = queue.create("A".into(), "".into(), None, None);
+        let id1 = queue.create("A".into(), "".into(), None, None, None);
         let result = queue.add_dependency(&id1, &id1);
         assert!(result.is_err());
     }
@@ -262,7 +281,7 @@ mod tests {
     #[test]
     fn test_claim() {
         let mut queue = TaskQueue::new();
-        let id1 = queue.create("Task".into(), "".into(), None, None);
+        let id1 = queue.create("Task".into(), "".into(), None, None, None);
 
         assert!(queue.claim(&id1, "worker-1"));
         assert!(!queue.claim(&id1, "worker-2"));
@@ -272,7 +291,7 @@ mod tests {
     #[test]
     fn test_fail_sets_status() {
         let mut queue = TaskQueue::new();
-        let id = queue.create("Task".into(), "".into(), None, None);
+        let id = queue.create("Task".into(), "".into(), None, None, None);
         queue.fail(&id);
         assert_eq!(queue.get(&id).unwrap().status, TaskStatus::Failed);
     }
@@ -291,17 +310,41 @@ mod tests {
             "desc".into(),
             Some("coder".into()),
             Some("implement feature".into()),
+            None,
         );
         let task = queue.get(&id).unwrap();
         assert_eq!(task.dispatch_agent.as_deref(), Some("coder"));
         assert_eq!(task.prompt.as_deref(), Some("implement feature"));
     }
 
+    #[test]
+    fn test_variables_stored() {
+        let mut queue = TaskQueue::new();
+        let id = queue.create(
+            "Auto task".into(),
+            "desc".into(),
+            Some("coder".into()),
+            Some("implement feature".into()),
+            Some(AgentVariables::from([(
+                "pr".to_string(),
+                "1234".to_string(),
+            )])),
+        );
+        let task = queue.get(&id).unwrap();
+        assert_eq!(
+            task.variables
+                .as_ref()
+                .and_then(|v| v.get("pr"))
+                .map(String::as_str),
+            Some("1234")
+        );
+    }
+
     #[test]
     fn test_claim_blocked_task_fails() {
         let mut queue = TaskQueue::new();
-        let id1 = queue.create("A".into(), "".into(), None, None);
+        let id1 = queue.create("A".into(), "".into(), None, None, None);
-        let id2 = queue.create("B".into(), "".into(), None, None);
+        let id2 = queue.create("B".into(), "".into(), None, None, None);
         queue.add_dependency(&id2, &id1).unwrap();
         assert!(!queue.claim(&id2, "worker"));
     }
@@ -309,9 +352,9 @@ mod tests {
     #[test]
     fn test_list_sorted_by_id() {
         let mut queue = TaskQueue::new();
-        queue.create("Third".into(), "".into(), None, None);
+        queue.create("Third".into(), "".into(), None, None, None);
-        queue.create("First".into(), "".into(), None, None);
+        queue.create("First".into(), "".into(), None, None, None);
-        queue.create("Second".into(), "".into(), None, None);
+        queue.create("Second".into(), "".into(), None, None, None);
         let tasks = queue.list();
         let ids: Vec<&str> = tasks.iter().map(|t| t.id.as_str()).collect();
         assert_eq!(ids, vec!["1", "2", "3"]);
@@ -326,7 +369,7 @@ mod tests {
     #[test]
     fn test_dependency_on_nonexistent_task_errors() {
         let mut queue = TaskQueue::new();
-        let id1 = queue.create("A".into(), "".into(), None, None);
+        let id1 = queue.create("A".into(), "".into(), None, None, None);
         let result = queue.add_dependency(&id1, "nonexistent");
         assert!(result.is_err());
     }
@@ -340,13 +383,13 @@ mod tests {
 
     #[test]
     fn test_task_node_is_runnable() {
-        let node = TaskNode::new("1".into(), "t".into(), "d".into(), None, None);
+        let node = TaskNode::new("1".into(), "t".into(), "d".into(), None, None, None);
         assert!(node.is_runnable());
     }
 
     #[test]
     fn test_task_node_not_runnable_when_blocked() {
-        let mut node = TaskNode::new("1".into(), "t".into(), "d".into(), None, None);
+        let mut node = TaskNode::new("1".into(), "t".into(), "d".into(), None, None, None);
         node.blocked_by.insert("2".into());
         node.status = TaskStatus::Blocked;
         assert!(!node.is_runnable());