Add conversational meta-agent compose tool
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@@ -136,9 +136,37 @@ runtime:
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resources:
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cpu: "2"
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memory: 2Gi
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max_runtime_seconds: 900
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max_runtime_seconds: 900
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```
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When the user asks to compose existing agents, build a declarative meta-agent
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manifest instead of hand-writing orchestration code. The source of truth is a
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JSON object with ``composition`` plus optional ``goal`` and ``memory``:
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```json
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{
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"composition": {
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"sub_agents": [
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{"name": "writer-agent", "skills": ["draft"]},
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{"tag": "charting", "skills": ["render_chart"], "required": false}
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],
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"max_nodes": 6,
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"max_parallel": 2,
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"max_replans": 1
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},
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"goal": {
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"objective": "Ship a launch report",
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"success_criteria": ["draft complete", "chart complete"]
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},
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"memory": {"tiers": ["files", "kv"], "namespace": "launch-report"}
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}
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```
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Deploy that manifest with ``cp_compose_meta_agent``. That endpoint validates
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children against the registry, generates editable ``MetaAgent`` source, commits
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it, and deploys it through the same GitOps path. Use this path for
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meta-agents unless the user explicitly asks for custom source.
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For render/media/data agents, commands that create user-visible files MUST run
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through ``await ctx.workspace_shell(...)`` or ``await ctx.workspace_python(...)``.
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The platform sandbox persists ``/workspace`` writes directly and captures changed
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@@ -202,6 +230,13 @@ Your tools:
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elsewhere; use force=True only after
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the user explicitly accepts replacing
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the current repo source.
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- cp_compose_meta_agent(name, manifest_json, description="", version="0.1.0",
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public=True, refresh_existing=False)
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— create/deploy a manifest-backed
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meta-agent that composes existing agents.
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Use for "compose these agents toward this
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goal" requests instead of hand-writing
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orchestration source.
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- sync_agent_workspace_from_repo(name)
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— replace agents/<name>/ in MinIO with
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the current managed repo source and
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@@ -234,6 +269,9 @@ Discipline:
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``csv-sanitizer``). Class name is PascalCase from the slug.
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- For a new project, call init_agent_template first. Then read/edit the
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generated files instead of inventing boilerplate from memory.
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- For a new meta-agent that only composes existing agents, call
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cp_compose_meta_agent with a manifest. Do not scaffold a normal project
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unless the user needs custom code beyond composition.
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- Ensure all three core files (agent.py, a2a.yaml, requirements.txt)
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exist before testing — partial scaffolds break ``a2a card``.
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- When the user asks for a usable app, dashboard, charting UI, workflow UI,
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@@ -3,6 +3,7 @@
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- workspace file CRUD through the caller's scoped workspace grant
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- sandbox python (for `a2a card` / `a2a validate` round-trips)
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- cp_deploy_tarball (call /v1/agents/from-tarball on the user's behalf)
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- cp_compose_meta_agent (call /v1/agents/compose with a manifest)
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"""
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from __future__ import annotations
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@@ -28,7 +29,7 @@ if TYPE_CHECKING:
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from .config import Settings
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A2A_PACK_MIN_VERSION = "0.1.41"
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A2A_PACK_MIN_VERSION = "0.1.47"
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@dataclass(frozen=True)
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@@ -579,6 +580,108 @@ def build_tools(ctx: ToolContext) -> list[Any]:
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out["last_seen_version"] = live_card.get("version")
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return json.dumps(out)
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@tool
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async def cp_compose_meta_agent(
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name: str,
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manifest_json: str,
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description: str = "",
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version: str = "0.1.0",
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public: bool = True,
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refresh_existing: bool = False,
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) -> str:
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"""Deploy a declarative meta-agent composition through the control plane.
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Use this when the user asks to compose existing agents toward a goal.
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``manifest_json`` must be a JSON object with ``composition`` and
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optional ``goal`` / ``memory`` blocks. The control plane validates
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referenced sub-agents and skills, generates editable MetaAgent source,
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commits it to the user's managed source repo, and stamps the runtime
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repo. This is the preferred path for meta-agents; do not hand-write
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orchestration source when a manifest is enough.
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"""
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try:
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prefix = _agent_prefix(name)
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manifest = _parse_manifest_json(manifest_json)
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except ValueError as exc:
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return json.dumps({"error": str(exc)})
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if not ctx.cp_jwt:
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return json.dumps({
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"error": "no CP JWT forwarded — agent declaration missing wants_cp_jwt=True",
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})
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body = {
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"name": name,
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"description": description,
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"version": version,
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"public": public,
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"manifest": manifest,
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"refresh_existing": refresh_existing,
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}
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try:
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async with httpx.AsyncClient(timeout=60.0) as c:
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r = await c.post(
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f"{settings.cp_url}/v1/agents/compose",
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headers={"authorization": f"bearer {ctx.cp_jwt}"},
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json=body,
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)
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except httpx.HTTPError as exc:
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return json.dumps({"error": f"cp unreachable: {exc}"})
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if r.status_code >= 400:
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return json.dumps({"error": f"cp {r.status_code}", "detail": r.text[:1000]})
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payload = r.json() or {}
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head_sha = payload.get("head_sha")
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store.put(
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prefix + "meta_agent_manifest.json",
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(json.dumps(manifest, indent=2, sort_keys=True) + "\n").encode("utf-8"),
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"application/json",
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)
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if isinstance(head_sha, str) and head_sha:
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_write_builder_state(
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store,
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name,
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{
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"agent": name,
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"repo_head_sha": head_sha,
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"deployment_id": payload.get("deployment_id"),
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"version": payload.get("version"),
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"updated_at": int(time.time()),
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"source": "agent-builder-compose",
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},
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)
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url = payload.get("expected_url") or payload.get("url")
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live, live_card = await _wait_for_live_card(
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url,
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payload.get("version"),
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timeout_s=settings.deploy_wait_timeout_s,
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)
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out: dict[str, Any] = {
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"ok": live,
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"name": payload.get("name"),
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"version": payload.get("version"),
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"status": payload.get("status"),
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"url": url,
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"head_sha": head_sha,
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"deployment_id": payload.get("deployment_id"),
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"preview": payload.get("preview") or {},
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"live": live,
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}
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if live:
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out["live_version"] = live_card.get("version")
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out["live_skills"] = [
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{
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"name": s.get("name"),
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"input_schema": s.get("input_schema") or {},
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}
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for s in (live_card.get("skills") or [])
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]
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else:
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out["error"] = (
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"compose deploy did not become live within timeout — build may "
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"still be rolling. Inspect deployment_id or call cp_refresh_agent later."
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)
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if live_card:
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out["last_seen_version"] = live_card.get("version")
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return json.dumps(out)
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@tool
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async def cp_refresh_agent(name: str) -> str:
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"""Force the control plane to re-fetch the agent's live
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@@ -759,7 +862,8 @@ def build_tools(ctx: ToolContext) -> list[Any]:
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return [
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init_agent_template, list_agent_files, write_agent_file, read_agent_file,
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write_agent_skill, test_agent_in_sandbox, cp_deploy_tarball, cp_refresh_agent,
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write_agent_skill, test_agent_in_sandbox, cp_deploy_tarball,
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cp_compose_meta_agent, cp_refresh_agent,
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sync_agent_workspace_from_repo,
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list_a2a_pack, read_a2a_pack,
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]
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@@ -810,6 +914,19 @@ def _write_builder_state(
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store.put(_builder_state_key(name), body, "application/json")
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def _parse_manifest_json(raw: str) -> dict[str, Any]:
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try:
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parsed = json.loads(raw or "{}")
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except (TypeError, ValueError) as exc:
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raise ValueError("manifest_json must be a JSON object") from exc
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if not isinstance(parsed, dict):
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raise ValueError("manifest_json must be a JSON object")
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composition = parsed.get("composition")
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if not isinstance(composition, (dict, list)):
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raise ValueError("manifest_json requires a composition object or list")
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return parsed
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def _render_skill_md(skill_name: str, description: str, instructions: str) -> str:
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desc = " ".join(description.strip().split())
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body = instructions.strip()
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