Record ba988a78f1dc4a97bb800e74a0a3f9dd
PASSVerdict and provenance first; raw prompt/response/reasoning below, collapsed.
✓PASSanswered "]"
Prompt
You are an operations planner. Below is the current state of a small deployment environment, a goal, and a catalog of tools you may call. Each tool has typed parameters and PRECONDITIONS that must hold at the moment you call it; calling a tool whose preconditions are not met is an error and your plan fails.
CURRENT STATE:
- billing-0 is currently down (not yet provisioned).
- registry-1 is currently down (not yet provisioned).
- The release-image artifact does not exist yet.
- The db-migration artifact does not exist yet.
- The maintenance_window_open flag is off.
- The secrets_synced flag is off.
- The feature_gate_on flag is off.
- The backup_taken flag is off.
- The quota_raised flag is off.
- The maintenance_window_open flag is off.
GOAL (all conditions must hold at the end):
- service 'billing-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (billing-0), svc_1 (registry-1)
Artifacts: art_0 (release-image), art_1 (db-migration)
Flags: flag_0 (maintenance_window_open), flag_1 (secrets_synced), depth_flag_0 (feature_gate_on), depth_flag_1 (backup_taken), depth_flag_2 (quota_raised), depth_flag_3 (maintenance_window_open)
TOOL CATALOG:
- id: set_depth_flag_2 | name: set_flag | params: flag: flag
Set the depth_flag_2 flag to true. Precondition: it must currently be false. Requires the depth_flag_1 flag first.
- id: decoy_1 | name: warm_cache | params: service: service
Warm the cache for a service (best-effort, no state change). (Has no effect on deployment state.)
- id: publish_art_0 | name: publish_artifact | params: artifact: artifact
Publish the art_0 artifact (moves it from 'built' to 'published'). Precondition: the artifact must be 'built'.
- id: set_depth_flag_0 | name: set_flag | params: flag: flag
Set the depth_flag_0 flag to true. Precondition: it must currently be false. Requires the flag_0 flag first.
- id: set_flag_0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- id: build_art_0 | name: build_artifact | params: artifact: artifact
Build the art_0 artifact (moves it from 'absent' to 'built'). Precondition: the artifact must be 'absent'.
- id: set_depth_flag_3 | name: set_flag | params: flag: flag
Set the depth_flag_3 flag to true. Precondition: it must currently be false. Requires the depth_flag_2 flag first.
- id: decoy_0 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (Has no effect on deployment state.)
- id: advance_2 | name: deploy | params: service: service
Deploy a service, moving it from 'configured' to 'deployed'. Precondition: the service must currently be 'configured'.
- id: advance_0 | name: provision | params: service: service
Provision a service, moving it from 'down' to 'provisioned'. Precondition: the service must currently be 'down'.
- id: set_depth_flag_1 | name: set_flag | params: flag: flag
Set the depth_flag_1 flag to true. Precondition: it must currently be false. Requires the depth_flag_0 flag first.
- id: advance_1 | name: configure | params: service: service
Configure a service, moving it from 'provisioned' to 'configured'. Precondition: the service must currently be 'provisioned'.
- id: advance_3 | name: health-check | params: service: service
Health-check a service, moving it from 'deployed' to 'healthy'. Precondition: the service must currently be 'deployed'. Requires the depth_flag_3 flag to be set. Requires the art_0 artifact to be published.
Output ONLY a JSON array of tool calls that, executed in order from the current state, satisfies the goal. Each element must be an object {"tool": "<tool id>", "args": {"<param>": "<entity id>", ...}}. Do not include any prose, explanation, or markdown fences -- just the JSON array.
You may use at most 22 tool calls.
Response
[
{"tool":"set_flag_0","args":{"flag":"flag_0"}},
{"tool":"set_depth_flag_0","args":{"flag":"depth_flag_0"}},
{"tool":"set_depth_flag_1","args":{"flag":"depth_flag_1"}},
{"tool":"set_depth_flag_2","args":{"flag":"depth_flag_2"}},
{"tool":"set_depth_flag_3","args":{"flag":"depth_flag_3"}},
{"tool":"build_art_0","args":{"artifact":"art_0"}},
{"tool":"publish_art_0","args":{"artifact":"art_0"}},
{"tool":"advance_0","args":{"service":"svc_0"}},
{"tool":"advance_1","args":{"service":"svc_0"}},
{"tool":"advance_2","args":{"service":"svc_0"}},
{"tool":"advance_3","args":{"service":"svc_0"}}
]
Reasoning
Model reasoning
We need to produce a JSON array of tool calls that will achieve the goal: service 'billing-0' must reach at least the 'healthy' state. Use exact entity IDs: services svc_0 (billing-0), svc_1 (registry-1). Artifacts: art_0 (release-image), art_1 (db-migration). Flags: flag_0 (maintenance_window_open), flag_1 (secrets_synced), depth_flag_0 (feature_gate_on), depth_flag_1 (backup_taken), depth_flag_2 (quota_raised), depth_flag_3 (maintenance_window_open). Note that depth_flag_3 is also called maintenance_window_open but it's a different flag? Actually they said depth_flag_3 (maintenance_window_open). So there are two flags named maintenance_window_open: flag_0 and depth_flag_3. Probably they are separate.
We need to set up preconditions accordingly.
Goal: service 'billing-0' must reach at least the 'healthy' state. That means we need to get it to healthy state via health-check (advance_3) which requires service to be deployed, which requires it to be configured, which requires provisioned, which requires down. So we need to provision svc_0, configure svc_0, deploy svc_0, health-check svc_0. Also health-check requires depth_flag_3 flag to be set and art_0 artifact published. Also health-check requires depth_flag_3 flag set, which requires depth_flag_2 flag set first. depth_flag_2 requires depth_flag_1 flag first. depth_flag_1 requires depth_flag_0 flag first. depth_flag_0 can be set directly? It requires flag_0 flag first. Actually set_depth_flag_0 precondition: it must currently be false. Requires the flag_0 flag first. So to set depth_flag_0, we need flag_0 already true. So we need to set flag_0 first (set_flag_0). Then we can set depth_flag_0. Then set_depth_flag_1 requires depth_flag_0 first. Then set_depth_flag_2 requires depth_flag_1 first. Then set_depth_flag_3 requires depth_flag_2 first.
Also we need to publish artifact art_0 (release-image). To publish, artifact must be built. So we need to build_art_0 (build artifact). That requires artifact absent (which it is). Then publish_art_0 (publish artifact) requires artifact built.
Also we have flags: maintenance_window_open flag is off (flag_0). secrets_synced flag is off (flag_1). feature_gate_on flag is off (depth_flag_0). backup_taken flag is off (depth_flag_1). quota_raised flag is off (depth_flag_2). maintenance_window_open flag is off (depth_flag_3). Actually they listed maintenance_window_open flag is off twice; maybe they meant flag_0 and depth_flag_3 both off.
We need to satisfy preconditions for each tool call.
We can also use decoy_1 (warm_cache) and decoy_0 (audit_logs) but they have no effect; we may not need them.
We have at most 22 tool calls.
Goal: produce JSON array of tool calls in order.
Let's outline steps:
1. Set flag_0 (maintenance_window_open) to true. Tool: set_flag_0 with flag: flag_0? Actually set_flag_0 name: set_flag, params: flag: flag. The flag parameter likely expects the flag identifier? They said set_flag_0 name: set_flag, params: flag: flag. So we need to set flag_0 flag to true. So call: {"tool":"set_flag_0","args":{"flag":"flag_0"}}? Or maybe flag parameter is the flag name? The description: "Set the flag_0 flag to true. Precondition: it must currently be false." So we need to set flag_0. So args: {"flag":"flag_0"}.
2. Then we can set depth_flag_0 (feature_gate_on) to true. Tool: set_depth_flag_0, params: flag: flag. So we need to set depth_flag_0 flag to true. Precondition: it must currently be false. Requires the flag_0 flag first. So after step 1, we can call set_depth_flag_0 with flag: "depth_flag_0"? Actually the tool name is set_depth_flag_0, and param flag: flag. So we set the depth_flag_0 flag. So args: {"flag":"depth_flag_0"}.
3. Then set_depth_flag_1 (backup_taken) to true. Requires depth_flag_0 first. So call set_depth_flag_1 with flag: "depth_flag_1". args: {"flag":"depth_flag_1"}.
4. Then set_depth_flag_2 (quota_raised) to true. Requires depth_flag_1 first. So call set_depth_flag_2 with flag: "depth_flag_2". args: {"flag":"depth_flag_2"}.
5. Then set_depth_flag_3 (maintenance_window_open) to true. Requires depth_flag_2 first. So call set_depth_flag_3 with flag: "depth_flag_3". args: {"flag":"depth_flag_3"}.
Now we have all depth flags set.
Now we need to build artifact art_0 (release-image). Tool: build_art_0, params: artifact: artifact. So call build_art_0 with artifact: "art_0". That moves from absent to built.
6. Then publish_art_0 (publish artifact) with artifact: "art_0". That moves from built to published. Precondition: artifact must be built. So after build, we can publish.
7. Now we need to provision service svc_0 (billing-0). Tool: advance_0 (provision) with service: "svc_0". Precondition: service must be down. It is down. So we can provision.
8. Then configure service svc_0. Tool: advance_1 (configure) with service: "svc_0". Precondition: service must be provisioned. After provision, it becomes provisioned.
9. Then deploy service svc_0. Tool: advance_2 (deploy) with service: "svc_0". Precondition: service must be configured. After configure, it becomes configured.
10. Then health-check service svc_0. Tool: advance_3 (health-check) with service: "svc_0". Precondition: service must be deployed and depth_flag_3 flag set and art_0 published. We have depth_flag_3 set and artifact published. So we can health-check.
Thus we have 10 tool calls so far (set_flag_0, set_depth_flag_0, set_depth_flag_1, set_depth_flag_2, set_depth_flag_3, build_art_0, publish_art_0, advance_0, advance_1, advance_2, advance_3) actually that's 11 calls. Let's count:
1. set_flag_0 (flag_0)
2. set_depth_flag_0 (depth_flag_0)
3. set_depth_flag_1 (depth_flag_1)
4. set_depth_flag_2 (depth_flag_2)
5. set_depth_flag_3 (depth_flag_3)
6. build_art_0 (artifact art_0)
7. publish_art_0 (artifact art_0)
8. advance_0 (service svc_0)
9. advance_1 (service svc_0)
10. advance_2 (service svc_0)
11. advance_3 (service svc_0)
That's 11 calls, within 22 limit.
We might also need to ensure that we don't need to set flag_1 (secrets_synced) or other flags; not required for health-check. Only depth_flag_3 and artifact published are required.
But note: health-check requires depth_flag_3 flag to be set. We set it earlier. Also requires art_0 artifact published. We published it.
Thus the sequence should work.
Check preconditions for each step:
- set_flag_0: precondition: flag_0 must be false. Initially it's off, so okay.
- set_depth_flag_0: precondition: depth_flag_0 must be false, and requires flag_0 flag first. After step 1, flag_0 is true, so okay.
- set_depth_flag_1: precondition: depth_flag_1 must be false, and requires depth_flag_0 first. After step 2, depth_flag_0 is true, so okay.
- set_depth_flag_2: precondition: depth_flag_2 must be false, and requires depth_flag_1 first. After step 3, depth_flag_1 is true, so okay.
- set_depth_flag_3: precondition: depth_flag_3 must be false, and requires depth_flag_2 first. After step 4, depth_flag_2 is true, so okay.
- build_art_0: precondition: artifact must be absent. It is absent initially, so okay.
- publish_art_0: precondition: artifact must be built. After build, it is built, so okay.
- advance_0 (provision): precondition: service must be down. It is down, so okay.
- advance_1 (configure): precondition: service must be provisioned. After provision, it becomes provisioned, so okay.
- advance_2 (deploy): precondition: service must be configured. After configure, it becomes configured, so okay.
- advance_3 (health-check): precondition: service must be deployed, and depth_flag_3 flag set, and art_0 published. All satisfied.
Thus the plan works.
Now we need to output JSON array of tool calls with exact format: each element is {"tool": "<tool id>", "args": {"<param>": "<entity id>", ...}}. For set_flag_0, args: {"flag":"flag_0"}? The param name is "flag". So we need to include that key. For set_depth_flag_0, also param "flag". So args: {"flag":"depth_flag_0"}.
For build_art_0, param "artifact": "art_0". For publish_art_0, param "artifact": "art_0". For advance_0, param "service": "svc_0". Similarly for advance_1, advance_2, advance_3.
Thus the JSON array:
[
{"tool":"set_flag_0","args":{"flag":"flag_0"}},
{"tool":"set_depth_flag_0","args":{"flag":"depth_flag_0"}},
{"tool":"set_depth_flag_1","args":{"flag":"depth_flag_1"}},
{"tool":"set_depth_flag_2","args":{"flag":"depth_flag_2"}},
{"tool":"set_depth_flag_3","args":{"flag":"depth_flag_3"}},
{"tool":"build_art_0","args":{"artifact":"art_0"}},
{"tool":"publish_art_0","args":{"artifact":"art_0"}},
{"tool":"advance_0","args":{"service":"svc_0"}},
{"tool":"advance_1","args":{"service":"svc_0"}},
{"tool":"advance_2","args":{"service":"svc_0"}},
{"tool":"advance_3","args":{"service":"svc_0"}}
]
Check that we used correct tool IDs: set_flag_0, set_depth_flag_0, set_depth_flag_1, set_depth_flag_2, set_depth_flag_3, build_art_0, publish_art_0, advance_0, advance_1, advance_2, advance_3. Yes.
Make sure no extra whitespace or commentary. Just JSON array.
Thus final answer.
Realized dims
| dim | value |
|---|---|
| catalog_size | 13.0 |
| chain_length | 7.0 |
| decoy_count | 2.0 |
| dishonest_decoys_on | 0.0 |
| id_collisions_on | 0.0 |
| implicit_preconditions_on | 0.0 |
| irreversibility | 0.0 |
| parallel_goals | 1.0 |
| plan_overhead | 0.0 |
| poison_traps | 0.0 |
| realized_plan_depth | 11.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |
Latent params
| param | value |
|---|---|
| decoy_tools | 2.0 |
| dishonest_decoys_on | 0.0 |
| id_collisions_on | 0.0 |
| implicit_preconditions_on | 0.0 |
| irreversibility | 0.0 |
| parallel_goals | 1.0 |
| plan_depth | 8.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |