Record d9abfabd43904c13bbde5fdeb73ca891
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:
- scheduler-0 is currently down (not yet provisioned).
- webhooks-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 'scheduler-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (scheduler-0), svc_1 (webhooks-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: decoy_0 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (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: 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_0 | name: provision | params: service: service
Provision a service, moving it from 'down' to 'provisioned'. Precondition: the service must currently be 'down'.
- 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: set_flag_0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- 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_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: 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.
- 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: 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: 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.
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":"advance_0","args":{"service":"svc_0"}},
{"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":"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 'scheduler-0' must reach at least the 'healthy' state. Use exact entity IDs: services svc_0 (scheduler-0), svc_1 (webhooks-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 flag_0 and depth_flag_3 share same name? Actually flag_0 is maintenance_window_open, depth_flag_3 also maintenance_window_open? The description says depth_flag_3 (maintenance_window_open). So they are separate flags but same name? Probably they refer to different flag objects but same name; but we treat them as distinct flags with same identifier? The tool set_flag takes a flag parameter; we need to set depth_flag_3 flag to true, which requires depth_flag_2 flag first. Also set_flag for depth_flag_0 requires flag_0 first. So there is a hierarchy.
Goal: scheduler-0 must reach at least 'healthy' state. That means we need to get it to healthy via health-check tool, which requires service to be 'deployed' and depth_flag_3 flag set, and art_0 artifact published. Also health-check moves from deployed to healthy.
We need to start from current state: scheduler-0 is down (not provisioned). webhooks-1 is down. release-image artifact does not exist yet (absent). db-migration artifact does not exist yet (absent). maintenance_window_open flag is off (false). secrets_synced flag is off. feature_gate_on flag is off. backup_taken flag is off. quota_raised flag is off. maintenance_window_open flag is off (duplicate). So we need to provision scheduler-0, configure it, deploy it, then health-check.
But there are preconditions for some steps: provision requires service down. That's satisfied (scheduler-0 is down). So we can call advance_0 (provision) with service svc_0.
After provision, service becomes provisioned. Then we can configure it: advance_1 (configure) with service svc_0, moving from provisioned to configured. Then deploy: advance_2 (deploy) with service svc_0, moving from configured to deployed. Then health-check: advance_3 (health-check) with service svc_0, moving from deployed to healthy. But health-check requires depth_flag_3 flag set, and art_0 artifact published.
So we need to set depth_flag_3 to true. depth_flag_3 requires depth_flag_2 flag first. depth_flag_2 requires depth_flag_1 flag first. depth_flag_1 requires depth_flag_0 flag first. depth_flag_0 requires flag_0 flag first. Actually set_depth_flag_0 requires flag_0 flag first. So we need to set flag_0 (maintenance_window_open) to true. Then set_depth_flag_0 (feature_gate_on) to true. Then set_depth_flag_1 (backup_taken) to true. Then set_depth_flag_2 (quota_raised) to true. Then set_depth_flag_3 (maintenance_window_open) to true.
But note that flag_0 is also maintenance_window_open; depth_flag_3 also maintenance_window_open but separate. The precondition for set_depth_flag_0 is that flag_0 flag first. So we need to set flag_0 (maintenance_window_open) to true first. Then we can set depth_flag_0 (feature_gate_on) to true. Then set depth_flag_1 (backup_taken) to true. Then set depth_flag_2 (quota_raised) to true. Then set depth_flag_3 (maintenance_window_open) to true.
Additionally, we need to publish artifact art_0 (release-image). To publish, we need to build it first. Build requires artifact absent. It is absent currently. So we can build_art_0 (build_artifact) with artifact art_0. Then publish_art_0 (publish_artifact) with artifact art_0. That moves it from built to published.
We also may need to set other flags? The goal only requires scheduler-0 healthy. But there may be dependencies: health-check requires depth_flag_3 flag set, and art_0 published. So we need to satisfy those.
We also need to ensure that we don't exceed 22 tool calls. Let's count needed calls:
1. advance_0 provision svc_0
2. advance_1 configure svc_0
3. advance_2 deploy svc_0
4. advance_3 health-check svc_0 (but need preconditions)
Preconditions for health-check: service deployed (we will have after step 3), depth_flag_3 flag set, art_0 published.
So we need to set flags:
5. set_flag_0 (set_flag maintenance_window_open) -> set flag_0 to true.
6. set_depth_flag_0 (set_flag feature_gate_on) -> set depth_flag_0 to true (requires flag_0 true)
7. set_depth_flag_1 (set_flag backup_taken) -> set depth_flag_1 to true (requires depth_flag_0 true)
8. set_depth_flag_2 (set_flag quota_raised) -> set depth_flag_2 to true (requires depth_flag_1 true)
9. set_depth_flag_3 (set_flag maintenance_window_open) -> set depth_flag_3 to true (requires depth_flag_2 true)
That's 5 flag setting calls.
Now artifact building:
10. build_art_0 (build_artifact art_0)
11. publish_art_0 (publish_artifact art_0)
Now health-check:
12. advance_3 health-check svc_0
That's total 12 calls. But we also might need to ensure that we don't need to set other flags like secrets_synced, backup_taken etc? The depth flags are required for health-check only depth_flag_3. But depth_flag_3 requires depth_flag_2, which requires depth_flag_1, which requires depth_flag_0, which requires flag_0. So we need to set all those depth flags in order. That's what we listed.
But also note that set_depth_flag_0 requires flag_0 flag first. So we must set flag_0 before depth_flag_0. That's fine.
Now we also might need to ensure that we don't need to set other flags like secrets_synced? Not required.
Now we also need to ensure that we don't need to set maintenance_window_open flag again? It is already off; we set it true via set_flag_0. That's fine.
Now we also need to ensure that we don't need to set depth_flag_3 flag after setting depth_flag_2. That's what we do.
Now we also need to ensure that we have built and published art_0 before health-check. So we need to build and publish before health-check.
Now we also need to ensure that we have provisioned, configured, deployed scheduler-0 before health-check.
Now we also need to ensure that we don't need to do anything with webhooks-1; it's irrelevant.
Now we need to output JSON array of tool calls with exact IDs and args.
Tool IDs:
- advance_0 (provision) name: provision, params: service: service
- advance_1 (configure) name: configure, params: service: service
- advance_2 (deploy) name: deploy, params: service: service
- advance_3 (health-check) name: health-check, params: service: service
- set_flag_0 (set_flag) name: set_flag, params: flag: flag
- set_depth_flag_0 (set_flag) name: set_flag, params: flag: flag
- set_depth_flag_1 (set_flag) name: set_flag, params: flag: flag
- set_depth_flag_2 (set_flag) name: set_flag, params: flag: flag
- set_depth_flag_3 (set_flag) name: set_flag, params: flag: flag
- build_art_0 (build_artifact) name: build_artifact, params: artifact: artifact
- publish_art_0 (publish_artifact) name: publish_artifact, params: artifact: artifact
We also might need to use decoy tools? Not needed.
Now we need to produce JSON array of objects each with "tool": "<tool id>", "args": { ... }.
Parameter names: For provision, configure, deploy, health-check: "service": "<entity id>". For build_artifact and publish_artifact: "artifact": "<entity id>". For set_flag and set_depth_flag: "flag": "<entity id>" (the flag identifier). So we need to use exact flag IDs: flag_0, depth_flag_0, depth_flag_1, depth_flag_2, depth_flag_3.
Now we need to order them correctly.
Sequence:
1. advance_0 provision svc_0
2. build_art_0 build_artifact art_0 (since artifact absent)
3. publish_art_0 publish_artifact art_0 (now published)
4. set_flag_0 set_flag flag_0 (set maintenance_window_open true)
5. set_depth_flag_0 set_flag depth_flag_0 (set feature_gate_on true)
6. set_depth_flag_1 set_flag depth_flag_1 (set backup_taken true)
7. set_depth_flag_2 set_flag depth_flag_2 (set quota_raised true)
8. set_depth_flag_3 set_flag depth_flag_3 (set maintenance_window_open true) (now depth_flag_3 true)
9. advance_1 configure svc_0 (configure service)
10. advance_2 deploy svc_0 (deploy service)
11. advance_3 health-check svc_0 (health-check service)
But note that health-check requires depth_flag_3 flag set (which we set at step 8) and art_0 published (step 3). So order is fine.
But also note that we need to ensure that the service is configured before deploy, and deployed before health-check. So steps 9 and 10 before 11.
Now check preconditions for each step:
- advance_0: service must be down. It is down. OK.
- build_art_0: artifact must be absent. It is absent. OK.
- publish_art_0: artifact must be built. After build, it is built. So OK.
- set_flag_0: flag_0 must be false. It is off. OK.
- set_depth_flag_0: requires flag_0 true. After step 4, it's true. OK.
- set_depth_flag_1: requires depth_flag_0 true. After step 5, true. OK.
- set_depth_flag_2: requires depth_flag_1 true. After step 6, true. OK.
- set_depth_flag_3: requires depth_flag_2 true. After step 7, true. OK.
- advance_1 configure: service must be provisioned. After step 1, it's provisioned. OK.
- advance_2 deploy: service must be configured. After step 9, it's configured. OK.
- advance_3 health-check: service must be deployed, depth_flag_3 flag set, art_0 published. After steps 8, 3, and 10, all satisfied. So OK.
Now count steps: 11 calls? Let's count: we listed 11 calls (advance_0, 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, advance_1, advance_2, advance_3). That's 11 calls, within 22 limit.
But we need to ensure that we used correct tool IDs: "advance_0", "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", "advance_1", "advance_2", "advance_3". Yes.
Now produce JSON array with each object.
Make sure to use double quotes around keys and values, no extra whitespace? It's okay.
Now produce final answer: just JSON array.
Let's construct:
[
{"tool":"advance_0","args":{"service":"svc_0"}},
{"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":"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 IDs: "set_depth_flag_0" etc. Yes.
Now ensure that we didn't miss any required flag setting for depth_flag_3 requiring depth_flag_2 first; we set depth_flag_2 before depth_flag_3, correct.
Now 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 |