Record d0b526c3c6f045d5838b5ecb0828b515
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. Use exact entity IDs: 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 that depth_flag_3 is same name as flag_0 but different? Actually depth_flag_3 corresponds to maintenance_window_open? The description says depth_flag_3 (maintenance_window_open). So we have both flag_0 and depth_flag_3 both about maintenance_window_open? Possibly flag_0 is a generic flag, depth_flag_3 is a deeper flag. Anyway we need to set certain flags.
Goal: service 'billing-0' must reach at least the 'healthy' state. To get to healthy, we need to health-check it (advance_3). That requires service to be 'deployed' and depth_flag_4 flag set, and art_0 artifact published. Also health-check moves from deployed to healthy.
To get to deployed, we need to deploy (advance_2) which moves from configured to deployed. To get to configured, we need to configure (advance_1) which moves from provisioned to configured. To get to provisioned, we need to provision (advance_0) which moves from down to provisioned. Initially service 'billing-0' is down (not yet provisioned). So we need to provision it, then configure, then deploy, then health-check.
But there are preconditions about flags and artifacts. Let's list needed preconditions:
- advance_0 (provision) precondition: service must be 'down'. That's true for svc_0 initially.
- advance_1 (configure) precondition: service must be 'provisioned'. After provision, it becomes provisioned, so we can configure.
- advance_2 (deploy) precondition: service must be 'configured'. After configure, it becomes configured, so we can deploy.
- advance_3 (health-check) precondition: service must be 'deployed', and depth_flag_4 flag must be set, and art_0 artifact must be published.
Thus we need to ensure depth_flag_4 is true, and art_0 is published.
Now about flags:
We have flag_0 (maintenance_window_open) currently off (false). depth_flag_0 (feature_gate_on) currently off. depth_flag_1 (backup_taken) currently off. depth_flag_2 (quota_raised) currently off. depth_flag_3 (maintenance_window_open) currently off. depth_flag_4 (secrets_synced) currently off.
We also have flags set via set_flag_0 (sets flag_0 to true) precondition: must currently be false. So we can set flag_0 to true.
set_depth_flag_0 sets depth_flag_0 to true, precondition: must be false, requires flag_0 flag first. So we need to set flag_0 first, then set_depth_flag_0.
set_depth_flag_1 sets depth_flag_1 to true, precondition: must be false, requires depth_flag_0 flag first. So after depth_flag_0 is true, we can set depth_flag_1.
set_depth_flag_2 sets depth_flag_2 to true, precondition: must be false, requires depth_flag_1 flag first.
set_depth_flag_3 sets depth_flag_3 to true, precondition: must be false, requires depth_flag_2 flag first.
set_depth_flag_4 sets depth_flag_4 to true, precondition: must be false, requires depth_flag_3 flag first.
Thus we have a chain: flag_0 -> depth_flag_0 -> depth_flag_1 -> depth_flag_2 -> depth_flag_3 -> depth_flag_4.
We need depth_flag_4 to be true for health-check. So we need to set all preceding depth flags in order.
Additionally, we need to publish artifact art_0. To publish, we need to build artifact first (build_art_0) which moves from absent to built. Then publish_art_0 moves from built to published. So we need to build and publish art_0.
Artifact art_0 is release-image. It does not exist yet. So we need to build_art_0 (artifact: art_0). Then publish_art_0 (artifact: art_0). That's it.
Now we need to set flags in proper order.
Goal: service 'billing-0' must reach at least 'healthy' state. So we need to get it to healthy via health-check.
Thus plan steps:
1. Build artifact art_0 (build_art_0 with artifact art_0). Precondition: artifact must be absent. It is absent, so okay.
2. Publish artifact art_0 (publish_art_0 with artifact art_0). Precondition: artifact must be built. After build, it's built, so okay.
3. Set flag_0 (set_flag_0 with flag flag_0). Precondition: flag_0 must be false. It is off, so okay.
4. Set depth_flag_0 (set_depth_flag_0 with flag depth_flag_0). Precondition: depth_flag_0 must be false, requires flag_0 flag first. After step 3, flag_0 is true, so okay.
5. Set depth_flag_1 (set_depth_flag_1 with flag depth_flag_1). Precondition: depth_flag_1 must be false, requires depth_flag_0 flag first. After step 4, depth_flag_0 is true, so okay.
6. Set depth_flag_2 (set_depth_flag_2 with flag depth_flag_2). Precondition: depth_flag_2 must be false, requires depth_flag_1 flag first. After step 5, depth_flag_1 is true, so okay.
7. Set depth_flag_3 (set_depth_flag_3 with flag depth_flag_3). Precondition: depth_flag_3 must be false, requires depth_flag_2 flag first. After step 6, depth_flag_2 is true, so okay.
8. Set depth_flag_4 (set_depth_flag_4 with flag depth_flag_4). Precondition: depth_flag_4 must be false, requires depth_flag_3 flag first. After step 7, depth_flag_3 is true, so okay.
Now we have depth_flag_4 true.
Now we need to provision service svc_0 (advance_0 with service svc_0). Precondition: service must be down. It is down, so okay.
Then configure service svc_0 (advance_1 with service svc_0). Precondition: service must be provisioned. After provision, it becomes provisioned, so okay.
Then deploy service svc_0 (advance_2 with service svc_0). Precondition: service must be configured. After configure, it's configured, so okay.
Now we need to health-check service svc_0 (advance_3 with service svc_0). Precondition: service must be deployed, depth_flag_4 must be set, and art_0 artifact must be published. We have depth_flag_4 set (step 8) and art_0 published (step 2). So we can health-check.
Thus sequence of tool calls:
- build_art_0 (artifact art_0)
- publish_art_0 (artifact art_0)
- set_flag_0 (flag flag_0)
- set_depth_flag_0 (flag depth_flag_0)
- set_depth_flag_1 (flag depth_flag_1)
- set_depth_flag_2 (flag depth_flag_2)
- set_depth_flag_3 (flag depth_flag_3)
- set_depth_flag_4 (flag depth_flag_4)
- advance_0 (service svc_0)
- advance_1 (service svc_0)
- advance_2 (service svc_0)
- advance_3 (service svc_0)
That's 11 tool calls, within 24 limit.
Check preconditions for each:
- build_art_0: artifact must be absent. It is absent. OK.
- publish_art_0: artifact must be built. After build, it's built. OK.
- set_flag_0: flag must be false. It is off. OK.
- set_depth_flag_0: requires flag_0 flag first. We set flag_0 true, so precondition satisfied. Also must be false; it is false. OK.
- set_depth_flag_1: requires depth_flag_0 flag first. We set depth_flag_0 true, so OK.
- set_depth_flag_2: requires depth_flag_1 flag first. We set depth_flag_1 true, so OK.
- set_depth_flag_3: requires depth_flag_2 flag first. We set depth_flag_2 true, so OK.
- set_depth_flag_4: requires depth_flag_3 flag first. We set depth_flag_3 true, so 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, depth_flag_4 flag set, art_0 published. We have all. OK.
Thus this sequence works.
Now output JSON array of objects with "tool" and "args". Parameter names: for build_art_0, param is "artifact". For publish_art_0, param is "artifact". For set_flag_0, param is "flag". For set_depth_flag_0 etc, param is "flag". For advance_0 etc, param is "service". So we need to use exact param names as given.
Thus:
[
{"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"}}
]
Make sure JSON array, no extra text. Provide exactly that.
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 |