Record 16911bea130145d69568e0f06fbd8e9d
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).
- cache-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.
- The secrets_synced 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 (cache-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), depth_flag_4 (secrets_synced)
TOOL CATALOG:
- 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: advance_2 | name: deploy | params: service: service
Deploy a service, moving it from 'configured' to 'deployed'. Precondition: the service must currently be 'configured'.
- id: set_flag_0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- 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: 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_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: 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_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_4 flag to be set. Requires the art_0 artifact to be published.
- 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: set_depth_flag_4 | name: set_flag | params: flag: flag
Set the depth_flag_4 flag to true. Precondition: it must currently be false. Requires the depth_flag_3 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: advance_1 | name: configure | params: service: service
Configure a service, moving it from 'provisioned' to 'configured'. Precondition: the service must currently be 'provisioned'.
- 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.
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 24 tool calls.
Response
[
{"tool":"build_art_0","args":{"artifact":"art_0"}},
{"tool":"publish_art_0","args":{"artifact":"art_0"}},
{"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":"set_depth_flag_4","args":{"flag":"depth_flag_4"}},
{"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.
We have entities: services svc_0 (billing-0), svc_1 (cache-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), depth_flag_4 (secrets_synced). Note some duplicates: flag_0 and depth_flag_3 both named maintenance_window_open but separate flags? Actually flag_0 is maintenance_window_open; depth_flag_3 also maintenance_window_open but deeper? They are separate flags with same name but different depth? The catalog lists both flag_0 and depth_flag_3 with same description "maintenance_window_open". Probably they are separate flags; depth_flag_3 requires depth_flag_2 first.
Goal: service 'billing-0' must reach at least the 'healthy' state. To get healthy, we need to health-check it (advance_3) which moves from deployed to healthy. Preconditions: service must be deployed, depth_flag_4 flag must be set, and art_0 artifact must be published.
Thus we need to get billing-0 to deployed state, then health-check it. To deploy, we need to provision it first (advance_0) from down to provisioned. Then configure (advance_1) from provisioned to configured. Then deploy (advance_2) from configured to deployed.
But there may be additional flags needed: health-check requires depth_flag_4 flag set, and art_0 published. depth_flag_4 requires depth_flag_3 set, which requires depth_flag_2 set, which requires depth_flag_1 set, which requires depth_flag_0 set, which requires flag_0 set. Actually depth_flag_0 requires flag_0 first. So chain: flag_0 -> depth_flag_0 -> depth_flag_1 -> depth_flag_2 -> depth_flag_3 -> depth_flag_4.
Thus to set depth_flag_4, we must set flag_0 (maintenance_window_open) first, then depth_flag_0, then depth_flag_1, then depth_flag_2, then depth_flag_3, then depth_flag_4.
But maybe we don't need all of them? The health-check precondition: requires depth_flag_4 flag to be set. So we must set depth_flag_4. That requires depth_flag_3 set, which requires depth_flag_2 set, which requires depth_flag_1 set, which requires depth_flag_0 set, which requires flag_0 set. So we need to set flag_0, then depth_flag_0, then depth_flag_1, then depth_flag_2, then depth_flag_3, then depth_flag_4.
But also need art_0 published. To publish artifact, we need to build it first (build_art_0) then publish_art_0.
Thus plan:
1. Build artifact art_0 (build_art_0 with artifact art_0). Precondition: artifact must be absent (it is). So call build_art_0.
2. Publish artifact art_0 (publish_art_0 with artifact art_0). Precondition: artifact must be built (now built). So call publish_art_0.
3. Set flag_0 (set_flag_0 with flag flag_0). Precondition: currently false (it is). So call set_flag_0.
4. Set depth_flag_0 (set_depth_flag_0 with flag depth_flag_0). Precondition: currently false and requires flag_0 set (now set). So call set_depth_flag_0.
5. Set depth_flag_1 (set_depth_flag_1 with flag depth_flag_1). Precondition: currently false and requires depth_flag_0 set. So call set_depth_flag_1.
6. Set depth_flag_2 (set_depth_flag_2 with flag depth_flag_2). Precondition: currently false and requires depth_flag_1 set. So call set_depth_flag_2.
7. Set depth_flag_3 (set_depth_flag_3 with flag depth_flag_3). Precondition: currently false and requires depth_flag_2 set. So call set_depth_flag_3.
8. Set depth_flag_4 (set_depth_flag_4 with flag depth_flag_4). Precondition: currently false and requires depth_flag_3 set. So call set_depth_flag_4.
Now we have depth_flag_4 set.
Now we need to provision service svc_0 (billing-0) from down to provisioned (advance_0). Precondition: service must be down (it is). So call advance_0 with service svc_0.
Then configure service (advance_1) from provisioned to configured. Precondition: service must be provisioned (now provisioned). So call advance_1 with service svc_0.
Then deploy service (advance_2) from configured to deployed. Precondition: service must be configured (now configured). So call advance_2 with service svc_0.
Now service is deployed.
Now health-check (advance_3) from deployed to healthy. Precondition: service must be deployed (yes) and depth_flag_4 flag set (yes) and art_0 artifact published (yes). So call advance_3 with service svc_0.
Thus we have a sequence of tool calls.
We must output JSON array of objects each with "tool": "<tool id>", "args": {...}. No extra text.
Tool IDs: build_art_0, publish_art_0, set_flag_0, set_depth_flag_0, set_depth_flag_1, set_depth_flag_2, set_depth_flag_3, set_depth_flag_4, advance_0, advance_1, advance_2, advance_3.
Check that each tool ID matches catalog: build_art_0, publish_art_0, set_flag_0, set_depth_flag_0, set_depth_flag_1, set_depth_flag_2, set_depth_flag_3, set_depth_flag_4, advance_0, advance_1, advance_2, advance_3. Yes.
Now ensure we don't exceed 24 calls; we have 12 calls, fine.
Now produce JSON array exactly.
Make sure param names: For build_art_0, param is "artifact": "artifact"? Actually tool params: artifact: artifact. So args: {"artifact":"art_0"}? The catalog says params: artifact: artifact. So we need to pass the artifact id? The artifact entity id is art_0. So args: {"artifact":"art_0"}.
Similarly publish_art_0 also takes artifact param.
set_flag_0 takes flag param: flag: flag. So args: {"flag":"flag_0"}.
set_depth_flag_0 takes flag param: flag: flag. So args: {"flag":"depth_flag_0"}.
set_depth_flag_1 args: {"flag":"depth_flag_1"}.
set_depth_flag_2 args: {"flag":"depth_flag_2"}.
set_depth_flag_3 args: {"flag":"depth_flag_3"}.
set_depth_flag_4 args: {"flag":"depth_flag_4"}.
advance_0 takes service param: service: service. So args: {"service":"svc_0"}.
advance_1 args: {"service":"svc_0"}.
advance_2 args: {"service":"svc_0"}.
advance_3 args: {"service":"svc_0"}.
Thus JSON array:
[
{"tool":"build_art_0","args":{"artifact":"art_0"}},
{"tool":"publish_art_0","args":{"artifact":"art_0"}},
{"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":"set_depth_flag_4","args":{"flag":"depth_flag_4"}},
{"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 ordering: must satisfy preconditions at each step. Let's verify:
- build_art_0: artifact must be absent. It is. OK.
- publish_art_0: artifact must be built. After build, it's built. OK.
- set_flag_0: flag must be false. It is. OK.
- set_depth_flag_0: requires flag_0 set. It is now set. OK.
- set_depth_flag_1: requires depth_flag_0 set. It is now set. OK.
- set_depth_flag_2: requires depth_flag_1 set. OK.
- set_depth_flag_3: requires depth_flag_2 set. OK.
- set_depth_flag_4: requires depth_flag_3 set. OK.
- advance_0: service must be down. It is down. OK.
- advance_1: service must be provisioned. After advance_0, it becomes provisioned. OK.
- advance_2: service must be configured. After advance_1, it becomes configured. OK.
- advance_3: service must be deployed and depth_flag_4 set and artifact published. All satisfied. OK.
Thus final JSON array as above.
Make sure no extra whitespace? It's okay.
Now output only JSON array.
Realized dims
| dim | value |
|---|---|
| catalog_size | 14.0 |
| chain_length | 8.0 |
| 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 | 12.0 |
| 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 | 9.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |