team-develop

name	team-develop
description	Orchestrate Rust development using agent teams with peer-to-peer communication. Use when: 'create rust team', 'start team development', 'launch agent team', 'team workflow', 'collaborative development'. Requires rust-agents plugin and CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS=1.
argument-hint	[task-description]

Team Develop Orchestration

You act as team lead. Coordinate specialist agents to implement the task.

Task: $ARGUMENTS

You do NOT implement code yourself. ALL implementation is delegated. If you are about to write or edit a source file — STOP. Spawn the appropriate agent. The lead drift warning from official docs: "Sometimes the lead starts implementing tasks itself instead of waiting for teammates." This must never happen.

Prerequisites

1. CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS=1 in environment or settings.json
2. rust-agents plugin installed
3. Not on main/master (create a feature branch first)
4. Working directory clean
5. Cargo.toml exists

For complex features that need a written spec before any code: pick the spec-driven chain in Step 0 — team-develop runs the SDD pipeline end-to-end (architect → critic → sdd → reviewer → follow-up issue) and produces a versioned spec under specs/{feature-slug}/. Run /rust-agents:sdd standalone only when you want SDD outside of a team. The existing pre-existing spec convention (.local/specs/) still works for the new-feature chain — architect and developer pick it up automatically.

Step 0: Classify Task

Before any team setup, classify the task from $ARGUMENTS and confirm with the user. The full pipeline (Steps 1–10) is wasteful for bug fixes, refactors, and security work — pick the right chain up front.

Signal in task text	Type	Pipeline
"fix", "bug", "broken", "panic", "regression", crash, stack trace, file:line reference	bug-fix	Workflow: Bug Fix
"refactor", "rename", "extract", "restructure", "cleanup", "move module" (behavior preserved)	refactoring	Workflow: Refactoring
"vulnerability", "CVE", "RUSTSEC", "audit", "unsafe review", credential leak	security	Workflow: Security
"docs", "README", "mdBook", "doc comment", "rustdoc", "user guide", "API reference"	docs	Workflow: Documentation
"bump", "update dependency", "cargo update", "upgrade {crate}", lockfile changes	dependency	Workflow: Dependency Bump
"optimize", "speed up", "reduce allocations", "profile", "benchmark", "hot path", latency/throughput numbers	performance	Workflow: Performance
"CI", "GitHub Actions", "workflow", "justfile", "clippy.toml", "rustfmt.toml", .cargo/config.toml	ci-cd	Workflow: CI/CD
"implement", "add", "build", "design", new module/crate, greenfield	new-feature	Full pipeline (Steps 1–10 below)
"spec", "specification", "design doc", "RFC", "proposal", "BRD", "SRS", "NFR", "blueprint", "feasibility", "design only", "spec only", "research before implementing", "deep design", "draft a spec", "produce a spec"	spec-driven	Workflow: Spec-Driven
Task already lists concrete required changes (file paths, exact edits)	reduce one level	Skip the lead agent (architect/debugger/security/perf) — start from developer in the matching chain
Ambiguous / multiple signals	see rules below	—

State the detected type and matching chain, then wait for confirmation before spawning anything. Example:

Detected: bug-fix — task mentions "fix panic in parser at src/parse.rs:142".
Pipeline: debugger → developer → tester → reviewer → commit.
Proceed? [y / full / refactor / security / docs / dependency / performance / ci-cd]

Do NOT skip this step. Do NOT default silently to the full pipeline.

Mixed-Signal Rule

When the task hits multiple rows of the table:

1. Identify the goal verb — the verb that names the outcome, not the means. "Refactor parser to fix panic" → goal is fix (bug-fix) — refactor is the technique. "Update tokio to patch RUSTSEC-2026-NNNN" → goal is patching the advisory (security), bump is the means.
2. If two rows tie on goal verb, pick the heavier chain — heavier here means "more validators". Order (light → heavy): docs < ci-cd < dependency < bug-fix < refactoring < performance < security < new-feature.
3. spec-driven sits outside this order — it is the explicit "design first, ship spec, defer code" mode. Pick it only when the user explicitly asks for a spec/RFC/design doc, or when the scope is large enough that the architect alone cannot commit to an implementable plan in one pass. If spec-driven and new-feature both fit, ask the user — the choice is "do we want a spec now and code later, or one combined PR?".
4. If still ambiguous, ask the user — list the candidate chains and request a choice.

Escalation Rule

If during execution an agent reports a problem that breaks the assumptions of the chosen chain — e.g. the debugger in a bug-fix finds the root cause is an architectural defect, the developer in a refactoring breaks behavior in a way that needs design rethink, the perf engineer finds the hot path requires structural changes, or the architect in a new-feature cannot collapse the design into one implementable plan and asks for more upstream thinking — the lead stops the chain and:

1. Sends shutdown_request to all idle agents.
2. Summarizes the finding to the user.
3. Proposes upgrade to a heavier or different chain (most commonly new-feature, refactoring, or spec-driven when the scope outgrows a single implementation pass) and waits for confirmation before re-spawning.

The reverse downgrade is also valid: if the spec-driven sdd agent reports that the scope is small enough to implement directly, the lead pauses the chain and proposes downgrading to new-feature (skip spec, go straight to code). Do not silently morph the chain mid-flight — the user must approve the scope change either way.

Step 1: Load Tools

ToolSearch("select:TaskCreate,TaskUpdate,TaskList,TaskGet,SendMessage")

Step 2: Task Setup

The team forms implicitly when you spawn the first teammate (requires CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS=1) — there is no team-creation call. Create all tasks upfront and set dependencies:

Task	Owner	Description
plan	architect	Architecture design
critique	critic	Adversarial critique of architecture (MANDATORY)
implement	developer	Implementation
validate-tests	tester	Test coverage
validate-perf	perf	Performance analysis
validate-security	security	Security audit
validate-critique	impl-critic	Adversarial critique of implementation (MANDATORY)
review	reviewer	Code review
fix-issues	developer	Fix all review issues
re-review	reviewer	Verify fixes
commit	teamlead	Commit and PR

TaskUpdate(taskId: "critique",          addBlockedBy: ["plan"])
TaskUpdate(taskId: "implement",         addBlockedBy: ["critique"])
TaskUpdate(taskId: "validate-tests",    addBlockedBy: ["implement"])
TaskUpdate(taskId: "validate-perf",     addBlockedBy: ["implement"])
TaskUpdate(taskId: "validate-security", addBlockedBy: ["implement"])
TaskUpdate(taskId: "validate-critique", addBlockedBy: ["implement"])
TaskUpdate(taskId: "review",            addBlockedBy: ["validate-tests","validate-perf","validate-security","validate-critique"])
TaskUpdate(taskId: "fix-issues",        addBlockedBy: ["review"])
TaskUpdate(taskId: "re-review",         addBlockedBy: ["fix-issues"])
TaskUpdate(taskId: "commit",            addBlockedBy: ["re-review"])

Team Communication Template

Substitute {agent-role}, then include verbatim in every spawn prompt:

You are a teammate in this session's agent team, role `{agent-role}`.

Tasks: ToolSearch("select:TaskCreate,TaskUpdate,TaskList,TaskGet"); update your task to in_progress on start, completed on finish.

Communication: SendMessage(to: "main", message: "...", summary: "..."). Respond to a shutdown_request with SendMessage(to: "main", message: {type: "shutdown_response", request_id: "<echo the request_id>", approve: true}).

Code ownership: only developer edits source. Only team-lead commits.

Handoff (MANDATORY): BEFORE any other work, call Skill(skill: "rust-agents:rust-agent-handoff"). Before messaging the lead, write your handoff file and include inline frontmatter + path in the message.

Step 3: Architect

Agent(subagent_type: "rust-agents:rust-architect", name: "architect",
  prompt: "{template}\n\nDesign architecture for: {feature-description}")
TaskUpdate(taskId: "plan", owner: "architect", status: "in_progress")

WAIT for handoff frontmatter + path. TaskUpdate(taskId: "plan", status: "completed").

Step 4: Critic (MANDATORY)

Agent(subagent_type: "rust-agents:rust-critic", name: "critic",
  prompt: "{template}\n\nCritique the architecture. Report findings — do NOT write code.\n\nHandoffs:\n{accumulated frontmatters}")
TaskUpdate(taskId: "critique", owner: "critic", status: "in_progress")

WAIT for critic. Check verdict from inline frontmatter:

• critical or significant → pass critic handoff back to architect for redesign, re-run critic
• approved or minor → proceed to developer

Step 5: Developer(s)

Check .local/specs/ for an existing spec, then analyze the architect's plan: can implementation be split into independent subtasks?

Subtasks are independent when ALL hold: separate modules/crates, no shared mutable state, no cross-task type dependencies, can be tested in isolation.

Independent — spawn one developer per subtask:

TaskCreate(id: "implement-{a}", description: "Implement {a}")
TaskCreate(id: "implement-{b}", description: "Implement {b}")
TaskUpdate(taskId: "implement-{a}", addBlockedBy: ["critique"])
TaskUpdate(taskId: "implement-{b}", addBlockedBy: ["critique"])
// update validate-* to block on all implement-* tasks

Agent(subagent_type: "rust-agents:rust-developer", name: "developer-a",
  prompt: "{template}\n\nAfter handoff: call Skill(skill: \"rust-agents:rust-modern-apis\") before writing any code.\n\nImplement only: {a description}. Do NOT touch modules owned by parallel developers.\n\nHandoffs:\n{accumulated frontmatters}")
Agent(subagent_type: "rust-agents:rust-developer", name: "developer-b",
  prompt: "{template}\n\nAfter handoff: call Skill(skill: \"rust-agents:rust-modern-apis\") before writing any code.\n\nImplement only: {b description}. Do NOT touch modules owned by parallel developers.\n\nHandoffs:\n{accumulated frontmatters}")

WAIT for ALL parallel developers before validation. Accumulate all handoffs.

Dependent — single developer in sequence:

Agent(subagent_type: "rust-agents:rust-developer", name: "developer",
  prompt: "{template}\n\nAfter handoff: call Skill(skill: \"rust-agents:rust-modern-apis\") before writing any code.\n\nImplement based on architect's plan.\n\nHandoffs:\n{accumulated frontmatters}")
TaskUpdate(taskId: "implement", owner: "developer", status: "in_progress")

WAIT for developer's handoff.

Step 6: Parallel Validation (spawn all 4 simultaneously)

Agent(subagent_type: "rust-agents:rust-testing-engineer",     name: "tester",
  prompt: "{template}\n\nValidate test coverage. Report findings — do NOT edit source.\nHandoffs: {accumulated}")
Agent(subagent_type: "rust-agents:rust-performance-engineer", name: "perf",
  prompt: "{template}\n\nAnalyze performance. Report findings — do NOT edit source.\nHandoffs: {accumulated}")
Agent(subagent_type: "rust-agents:rust-security-maintenance", name: "security",
  prompt: "{template}\n\nSecurity audit. Report findings — do NOT edit source.\nHandoffs: {accumulated}")
Agent(subagent_type: "rust-agents:rust-critic",               name: "impl-critic",
  prompt: "{template}\n\nCritique implementation: logical gaps, missing edge cases. Report only — do NOT write code.\nHandoffs: {accumulated}")

WAIT for ALL FOUR handoff messages.

Step 7: Code Review

Agent(subagent_type: "rust-agents:rust-code-reviewer", name: "reviewer",
  prompt: "{template}\n\nAfter handoff: call Skill(skill: \"rust-agents:rust-modern-apis\") before reviewing code.\n\nReview implementation.\n\nHandoffs:\n{all accumulated frontmatters}")

WAIT for reviewer's handoff.

Step 8: Fix-Review Cycle

Check status from reviewer's inline frontmatter (no file read needed):

If status: changes_requested:

SendMessage(to: "developer", summary: "Fix review issues",
  message: "Fix all issues from review.\n\nReviewer frontmatter:\n{inline}\nFile: {path}")

WAIT for developer's new handoff. Pass to reviewer:

SendMessage(to: "reviewer", summary: "Re-review after fixes",
  message: "Re-review after fixes.\n\nDeveloper frontmatter:\n{inline}\nFile: {path}")

WAIT for reviewer. Repeat until status: approved.

Step 9: Commit and PR

Only after reviewer approves. Read .claude/rules/commits-and-issues.md if it exists.

git add -p   # or specific files
git commit -m "$(cat <<'EOF'
type(scope): description

Body if needed.
EOF
)"
gh pr create --title "..." --body "..."

Step 10: Shutdown

Shut down each agent immediately after its task is complete:

SendMessage(to: "{agent-name}", message: {type: "shutdown_request", reason: "Task complete"})

Wait for shutdown_response. The team's shared directories are cleaned up automatically when the session ends — there is no separate teardown call.

Handoff Accumulation

Pass inline frontmatter to each subsequent agent — no file reads for routing:

After architect:    [architect]
After critic:       [architect, critic]
After developer(s): [architect, critic, developer-a, developer-b, ...]
After validators:   [architect, critic, developer(s), tester, perf, security, impl-critic]
Reviewer gets all of the above.

When parallel developers are used, accumulate all their handoffs before spawning any validator.

Workflow Templates

Pick one based on Step 0 classification. Steps 2–10 above describe the New Feature chain. The reduced chains below reuse the same team setup, communication template, handoff protocol, fix-review cycle (Step 8), commit rules (Step 9), and shutdown (Step 10) — only the task graph and spawned agents differ.

Mandatory critic gate: every chain in which rust-developer writes code (New Feature, Bug Fix, Refactoring, Security, Dependency Bump, Performance) MUST run an impl-critic (rust-critic, report-only) on the validation step after the developer and before code review — adversarial critique of the implementation is never skipped. Chains with no rust-developer phase (Documentation, CI/CD, Spec-Driven) are exempt because no implementation code is produced.

Workflow: Bug Fix

debugger → developer → (tester, impl-critic) → reviewer → commit. No architect, no perf/security validators.

Task	Owner	Description
diagnose	debugger	Root cause, repro steps, fix sketch
implement	developer	Apply the fix
validate-tests	tester	Add regression test, verify coverage
validate-critique	impl-critic	Adversarial critique of the fix: missed edge cases, incomplete root-cause coverage (MANDATORY)
review	reviewer	Code review
fix-issues	developer	Conditional (changes_requested)
re-review	reviewer	Conditional
commit	team-lead	Commit and PR

TaskUpdate(taskId: "implement",         addBlockedBy: ["diagnose"])
TaskUpdate(taskId: "validate-tests",    addBlockedBy: ["implement"])
TaskUpdate(taskId: "validate-critique", addBlockedBy: ["implement"])
TaskUpdate(taskId: "review",            addBlockedBy: ["validate-tests", "validate-critique"])
TaskUpdate(taskId: "fix-issues",        addBlockedBy: ["review"])
TaskUpdate(taskId: "re-review",         addBlockedBy: ["fix-issues"])
TaskUpdate(taskId: "commit",            addBlockedBy: ["re-review"])

Spawn order:

1. Agent(subagent_type: "rust-agents:rust-debugger", name: "debugger", ...) — diagnose. WAIT for handoff.
2. Agent(subagent_type: "rust-agents:rust-developer", name: "developer", ...) — pass debugger handoff. WAIT.
3. Spawn in parallel after developer, both report-only (do NOT edit source):
   • Agent(subagent_type: "rust-agents:rust-testing-engineer", name: "tester", ...) — regression test.
   • Agent(subagent_type: "rust-agents:rust-critic", name: "impl-critic", ...) — critique the fix: missed edge cases, incomplete root-cause coverage. WAIT for BOTH handoffs.
4. Agent(subagent_type: "rust-agents:rust-code-reviewer", name: "reviewer", ...) — review, with tester + impl-critic handoffs accumulated. WAIT.
5. Fix-review cycle (Step 8) if needed.
6. Commit (Step 9), shutdown (Step 10).

Skip diagnose (start at developer) if the task already names the root cause and proposed fix.

Workflow: Refactoring

architect (lite) → developer → (tester, impl-critic) → reviewer → commit. No perf/security validators — refactoring preserves behavior, so perf analysis is overhead; the critic verifies behavior was actually preserved (no silent semantic drift introduced by the refactor).

Task	Owner	Description
plan	architect	Target structure, migration steps. Skip if scope already concrete
implement	developer	Apply refactor
validate-tests	tester	Existing suite must pass unchanged; verify no behavioral drift
validate-critique	impl-critic	Adversarial critique: confirm the refactor preserves behavior, no hidden semantic changes (MANDATORY)
review	reviewer	Code review
fix-issues	developer	Conditional
re-review	reviewer	Conditional
commit	team-lead	Commit and PR

TaskUpdate(taskId: "implement",         addBlockedBy: ["plan"])
TaskUpdate(taskId: "validate-tests",    addBlockedBy: ["implement"])
TaskUpdate(taskId: "validate-critique", addBlockedBy: ["implement"])
TaskUpdate(taskId: "review",            addBlockedBy: ["validate-tests", "validate-critique"])
TaskUpdate(taskId: "fix-issues",        addBlockedBy: ["review"])
TaskUpdate(taskId: "re-review",         addBlockedBy: ["fix-issues"])
TaskUpdate(taskId: "commit",            addBlockedBy: ["re-review"])

Spawn order:

1. Agent(rust-architect, "Refactor plan for: {desc}") — WAIT. Skip entirely if user already named the renames/moves/extractions.
2. Agent(rust-developer) — WAIT.
3. Spawn in parallel after developer, both report-only (do NOT edit source):
   • Agent(rust-testing-engineer, "Run full test suite, confirm no behavioral changes").
   • Agent(subagent_type: "rust-agents:rust-critic", name: "impl-critic", "Critique the refactor: confirm behavior is preserved, flag any hidden semantic drift"). WAIT for BOTH handoffs.
4. Agent(rust-code-reviewer) — with tester + impl-critic handoffs accumulated. WAIT.
5. Fix-review cycle if needed; commit; shutdown.

Workflow: Security

security → developer → impl-critic → reviewer → commit. Security agent leads (analysis only — does not edit code). Developer applies fixes. Critic validates the fix after implementation.

Task	Owner	Description
audit	security	Vulnerability analysis, severity, fix recommendations
implement	developer	Apply fixes per security handoff
validate-critique	impl-critic	Adversarial critique of the fix: incomplete mitigation, new attack surface, missed edge cases (MANDATORY)
review	reviewer	Verify fixes; check for missed vectors and regressions
fix-issues	developer	Conditional
re-review	reviewer	Conditional
commit	team-lead	Commit and PR

TaskUpdate(taskId: "implement",         addBlockedBy: ["audit"])
TaskUpdate(taskId: "validate-critique", addBlockedBy: ["implement"])
TaskUpdate(taskId: "review",            addBlockedBy: ["validate-critique"])
TaskUpdate(taskId: "fix-issues",        addBlockedBy: ["review"])
TaskUpdate(taskId: "re-review",         addBlockedBy: ["fix-issues"])
TaskUpdate(taskId: "commit",            addBlockedBy: ["re-review"])

Spawn order:

1. Agent(rust-security-maintenance, "Audit: {scope}") — WAIT. For RUSTSEC advisories include advisory ID and link in the spawn prompt.
2. Agent(rust-developer, "Apply fixes from security handoff") — WAIT.
3. Agent(subagent_type: "rust-agents:rust-critic", name: "impl-critic", "Critique the security fix: incomplete mitigation, new attack surface, missed edge cases. Report only — do NOT write code") — WAIT.
4. Agent(rust-code-reviewer) — with security + impl-critic handoffs accumulated. WAIT.
5. Fix-review cycle if needed; commit; shutdown.

Skip audit (start at developer) if the task already specifies the CVE/RUSTSEC and the required fix.

Workflow: Documentation

tech-writer → reviewer → commit. No developer (tech-writer edits docs directly), no tester/security/perf — documentation does not affect runtime behavior. Applies to README, mdBook chapters, rustdoc comments, CHANGELOG narrative.

Task	Owner	Description
write	tech-writer	Write or edit documentation
review	reviewer	Verify accuracy against code, check links/examples build
fix-issues	tech-writer	Conditional
re-review	reviewer	Conditional
commit	team-lead	Commit and PR

TaskUpdate(taskId: "review",     addBlockedBy: ["write"])
TaskUpdate(taskId: "fix-issues", addBlockedBy: ["review"])
TaskUpdate(taskId: "re-review",  addBlockedBy: ["fix-issues"])
TaskUpdate(taskId: "commit",     addBlockedBy: ["re-review"])

Spawn order:

1. Agent(subagent_type: "rust-agents:tech-writer", name: "writer", ...) — write/edit docs. WAIT for handoff. Reviewer (not developer) handles fix-issues; reassign ownership in the fix-review cycle (Step 8) accordingly.
2. Agent(subagent_type: "rust-agents:rust-code-reviewer", name: "reviewer", ...) — verify accuracy against current code, check cargo doc --no-deps builds without broken intra-doc links, doc-tests pass. WAIT.
3. Fix-review cycle (Step 8) — but route fix messages to writer instead of developer.
4. Commit (Step 9), shutdown (Step 10).

If the change is rustdoc-only on pub items and includes new doctests, also spawn Agent(rust-testing-engineer) between writer and reviewer to confirm cargo test --doc passes.

Workflow: Dependency Bump

developer → (security, tester, impl-critic) → reviewer → commit. Security audit is mandatory (new advisories can ship with bumps); full test suite must pass; critic validates any API-breakage adapter code.

Task	Owner	Description
update	developer	Apply bump in Cargo.toml, regenerate Cargo.lock, resolve compile errors
audit	security	cargo audit, cargo deny check, check for new RUSTSEC advisories or yanked crates
validate-tests	tester	Run full workspace test suite, integration tests, doctests
validate-critique	impl-critic	Adversarial critique of API-breakage adapters: incorrect migration, behavior drift, missed edge cases (MANDATORY)
review	reviewer	Review diff of Cargo.toml / Cargo.lock, any API breakage adapters
fix-issues	developer	Conditional
re-review	reviewer	Conditional
commit	team-lead	Commit and PR

TaskUpdate(taskId: "audit",             addBlockedBy: ["update"])
TaskUpdate(taskId: "validate-tests",    addBlockedBy: ["update"])
TaskUpdate(taskId: "validate-critique", addBlockedBy: ["update"])
TaskUpdate(taskId: "review",            addBlockedBy: ["audit", "validate-tests", "validate-critique"])
TaskUpdate(taskId: "fix-issues",        addBlockedBy: ["review"])
TaskUpdate(taskId: "re-review",         addBlockedBy: ["fix-issues"])
TaskUpdate(taskId: "commit",            addBlockedBy: ["re-review"])

Spawn order:

1. Agent(rust-developer, "Bump: {crate@version or cargo update}") — WAIT.
2. Spawn rust-security-maintenance, rust-testing-engineer, and rust-critic (name: "impl-critic", critique API-breakage adapters — report only) in parallel after developer. WAIT for all three handoffs.
3. Agent(rust-code-reviewer) with all four handoffs accumulated. WAIT.
4. Fix-review cycle if needed; commit; shutdown.

For major version bumps (semver-breaking): escalate to refactoring chain — API breakage usually needs architect-level decisions on adapter shape.

Workflow: Performance

perf → developer → (perf verify, tester, impl-critic) → reviewer → commit. Performance engineer leads (profiles, identifies hot paths, proposes plan) AND verifies the result (re-profiles after the fix).

Task	Owner	Description
profile	perf	Baseline measurements, flamegraph/criterion, identify hot path, propose plan
implement	developer	Apply optimization per perf handoff
verify	perf	Re-measure; confirm improvement and no regression elsewhere
validate-tests	tester	Run full suite — optimization must not change semantics
validate-critique	impl-critic	Adversarial critique: logical gaps and edge cases introduced by the optimization, correctness vs. readability trade-offs (MANDATORY)
review	reviewer	Review for correctness and clarity (perf code often trades readability)
fix-issues	developer	Conditional
re-review	reviewer	Conditional
commit	team-lead	Commit and PR with before/after numbers

TaskUpdate(taskId: "implement",         addBlockedBy: ["profile"])
TaskUpdate(taskId: "verify",            addBlockedBy: ["implement"])
TaskUpdate(taskId: "validate-tests",    addBlockedBy: ["implement"])
TaskUpdate(taskId: "validate-critique", addBlockedBy: ["implement"])
TaskUpdate(taskId: "review",            addBlockedBy: ["verify", "validate-tests", "validate-critique"])
TaskUpdate(taskId: "fix-issues",        addBlockedBy: ["review"])
TaskUpdate(taskId: "re-review",         addBlockedBy: ["fix-issues"])
TaskUpdate(taskId: "commit",            addBlockedBy: ["re-review"])

Spawn order:

1. Agent(rust-performance-engineer, name: "perf", "Profile and propose plan for: {target}") — WAIT for baseline + plan in handoff.
2. Agent(rust-developer) — apply per perf handoff. WAIT.
3. Spawn same perf agent again (new task verify), rust-testing-engineer, and rust-critic (name: "impl-critic", critique optimization for logical gaps and edge cases — report only) in parallel after developer. WAIT for all three.
4. Agent(rust-code-reviewer) with all handoffs. WAIT.
5. Fix-review cycle; commit; shutdown.

Commit body must include the measured before/after numbers from perf's verify handoff. If verify shows no improvement or regression, do NOT proceed to review — message developer to retry or escalate to refactoring (structural change needed).

Workflow: CI/CD

cicd → reviewer → commit. CI/CD engineer edits workflows/tooling directly. No Rust agents — these changes don't touch src/.

Task	Owner	Description
change	cicd	Edit workflows / configs
review	reviewer	Review YAML/config diff; verify on a test branch where possible
fix-issues	cicd	Conditional
re-review	reviewer	Conditional
commit	team-lead	Commit and PR

TaskUpdate(taskId: "review",     addBlockedBy: ["change"])
TaskUpdate(taskId: "fix-issues", addBlockedBy: ["review"])
TaskUpdate(taskId: "re-review",  addBlockedBy: ["fix-issues"])
TaskUpdate(taskId: "commit",     addBlockedBy: ["re-review"])

Spawn order:

1. Agent(subagent_type: "rust-agents:rust-cicd-devops", name: "cicd", ...) — apply changes. WAIT for handoff.
2. Agent(rust-code-reviewer) with cicd handoff. Reviewer should validate YAML with fy validate. WAIT.
3. Fix-review cycle (route fix messages to cicd, not developer); commit; shutdown.

If the CI change also touches src/ (e.g. adding a new lint that triggers code fixes), escalate to refactoring — cicd does not edit Rust sources.

Workflow: Spec-Driven

architect → critic → sdd → reviewer → commit-spec → follow-up issue. Design-only mode: no implementation code is written. The chain produces a versioned specification under specs/{feature-slug}/ and a GitHub issue that hands the spec off to a future implementation pass (usually a new-feature team-develop run that picks up the spec from specs/).

Task	Owner	Description
plan	architect	Architecture plan — design only, no code. State assumptions, alternatives, trade-offs
critique	critic	Adversarial critique of the plan (MANDATORY)
specify	sdd	Convert plan + critic findings into a formal spec package (BRD / SRS / NFR / spec / plan / tasks) under specs/{feature-slug}/
review	reviewer	Final spec review: completeness, traceability (BRD→SRS→spec→tasks), consistency, acceptance criteria coverage, no implicit assumptions
fix-issues	sdd	Conditional — refine spec per reviewer findings
re-review	reviewer	Conditional
commit-spec	team-lead	Commit specs/{feature-slug}/ and push branch
create-issue	team-lead	Open follow-up implementation issue with spec link and recommended chain

TaskUpdate(taskId: "critique",     addBlockedBy: ["plan"])
TaskUpdate(taskId: "specify",      addBlockedBy: ["critique"])
TaskUpdate(taskId: "review",       addBlockedBy: ["specify"])
TaskUpdate(taskId: "fix-issues",   addBlockedBy: ["review"])
TaskUpdate(taskId: "re-review",    addBlockedBy: ["fix-issues"])
TaskUpdate(taskId: "commit-spec",  addBlockedBy: ["re-review"])
TaskUpdate(taskId: "create-issue", addBlockedBy: ["commit-spec"])

Code-ownership override for this chain — replace the line in the Team Communication Template:

Code ownership: NO source files are edited in this chain. Only sdd writes/edits files (spec artifacts under specs/{feature-slug}/). Only team-lead commits and opens issues.

Spawn order:

1. Agent(subagent_type: "rust-agents:rust-architect", name: "architect", ..., "Design plan only — NO implementation code, NO edits to src/. Produce a written plan covering: scope, assumptions, alternatives considered, trade-offs, open questions. Target: {desc}") — WAIT for handoff.

2. Agent(subagent_type: "rust-agents:rust-critic", name: "critic", ..., "Critique the plan. Report findings — do NOT write code.\nHandoffs:\n{architect}") — WAIT. Apply the same verdict gate as Step 4 of the full pipeline: critical or significant → pass critic handoff back to architect, re-run critic; approved or minor → proceed to sdd.

3. Agent(subagent_type: "rust-agents:sdd", name: "sdd", ..., "Convert the approved plan and critic findings into a complete spec package under specs/{feature-slug}/. Run the full BRD → SRS → NFR → spec → plan → tasks pipeline. Cite the architect plan and critic concerns as inputs in the spec body. Do NOT write or edit any source files outside specs/{feature-slug}/.\nHandoffs:\n{architect, critic}") — WAIT.

4. Agent(subagent_type: "rust-agents:rust-code-reviewer", name: "reviewer", ..., "Final review of the spec at specs/{feature-slug}/. Check: completeness (all BRD requirements traced to SRS items, all SRS items traced to spec sections, all spec sections traced to tasks), internal consistency, acceptance criteria are testable, NFRs are measurable, open questions are explicit, no implicit assumptions. Verify spec files are well-formed (fy validate on any YAML, links resolve). Do NOT review for code quality — there is no code yet.\nHandoffs:\n{architect, critic, sdd}") — WAIT.

5. Fix-review cycle (Step 8) — but route fix messages to sdd instead of developer. Reassign fix-issues.owner to sdd in TaskUpdate. Repeat until reviewer returns status: approved.

6. Commit spec — team-lead stages and commits specs/{feature-slug}/ only:

   git add specs/{feature-slug}/
   git commit -m "$(cat <<'EOF'
   spec({feature-slug}): add specification
   
   Spec package produced by team-develop spec-driven chain.
   Follow-up implementation tracked in the linked issue.
   EOF
   )"
   git push -u origin {branch}
   

7. Create follow-up issue — gh issue create with body that links the spec, summarizes scope, and recommends the next chain:

   gh issue create --title "Implement: {feature title}" --body "$(cat <<'EOF'
   ## Spec
   See `specs/{feature-slug}/` (added in {commit-sha} on branch `{branch}`).
   
   ## Summary
   {one-paragraph scope from the spec}
   
   ## Acceptance criteria
   {bulleted list lifted from spec — testable items only}
   
   ## Suggested next step
   Run `/rust-agents:team-develop new-feature` on this issue. The architect and developer will pick up `specs/{feature-slug}/` automatically.
   EOF
   )" --label spec-driven --label implementation
   

   If the repository does not have the spec-driven or implementation labels, drop the --label flags (do not auto-create labels).

8. Shutdown (Step 10) — teammates exit gracefully; team directories are cleaned up automatically at session end.

Escalation from spec-driven:

• If sdd reports during specify that the architect's plan is small enough to implement directly (a few files, no open questions, no architectural choices left) — pause the chain and propose downgrading to new-feature per the Escalation Rule. Do not silently produce a spec for a one-day task.
• If the reviewer reports during review that the spec is fundamentally incomplete and the architect needs to revisit scope (not just the sdd refining wording) — loop back to architect, not to sdd. Re-run critic and sdd afterward.

Skip the architect → critic lead-in (start at sdd) only if the user has already produced an approved plan or RFC and explicitly says "just turn this into a spec". Otherwise the architect+critic gate is mandatory — sdd needs an adversarially-vetted plan as input, not raw user notes.