Record 97e431add9844df6b74477c40567ee66
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).
- auth-api-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.
- The feature_gate_on 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 (auth-api-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), depth_flag_5 (feature_gate_on)
TOOL CATALOG:
- 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_0 | name: provision | params: service: service
Provision a service, moving it from 'down' to 'provisioned'. Precondition: the service must currently be 'down'.
- id: set_flag_0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- id: set_depth_flag_5 | name: set_flag | params: flag: flag
Set the depth_flag_5 flag to true. Precondition: it must currently be false. Requires the depth_flag_4 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: 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: 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_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_5 flag to be set. Requires the art_0 artifact to be published.
- 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_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_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_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_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_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.)
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 26 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":"set_depth_flag_4","args":{"flag":"depth_flag_4"}},
{"tool":"set_depth_flag_5","args":{"flag":"depth_flag_5"}},
{"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 'scheduler-0' must reach at least the 'healthy' state. Use exact entity IDs: services: svc_0 (scheduler-0), svc_1 (auth-api-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), depth_flag_5 (feature_gate_on). Note some flags repeated names but different depth_flag indices.
We need to respect preconditions. Let's list current state:
- scheduler-0 is down (not provisioned). That corresponds to service svc_0 is down.
- auth-api-1 is down (svc_1 down).
- release-image artifact does not exist (absent). That's art_0 absent.
- db-migration artifact does not exist (absent). That's art_1 absent.
- maintenance_window_open flag is off. That's flag_0 false.
- secrets_synced flag is off. That's flag_1 false.
- feature_gate_on flag is off. That's depth_flag_0 false? Actually depth_flag_0 corresponds to feature_gate_on? The description: depth_flag_0 (feature_gate_on). So depth_flag_0 false.
- backup_taken flag is off. That's depth_flag_1 false.
- quota_raised flag is off. That's depth_flag_2 false.
- maintenance_window_open flag is off. That's depth_flag_3 false (same name but depth_flag_3).
- secrets_synced flag is off. That's depth_flag_4 false.
- feature_gate_on flag is off. That's depth_flag_5 false.
Goal: service scheduler-0 must reach at least 'healthy' state. That means we need to get it to healthy via health-check (advance_3) which requires service to be deployed, and depth_flag_5 flag set, and art_0 artifact published. Also need to have depth_flag_5 set, which requires depth_flag_4 set first (precondition: requires depth_flag_4 flag first). depth_flag_4 requires depth_flag_3 flag first. 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. So there is a chain.
Also need to publish artifact art_0, which requires building it (build_art_0) then publishing (publish_art_0). Build_art_0 requires artifact absent (true). Publish_art_0 requires built (so after build). Also need to provision service svc_0 (advance_0) from down to provisioned. Then configure (advance_1) from provisioned to configured. Then deploy (advance_2) from configured to deployed. Then health-check (advance_3) from deployed to healthy, with preconditions depth_flag_5 and art_0 published.
We also may need to set flags in order.
Let's map flags:
- flag_0 (maintenance_window_open) is off. We may need to set it true at some point? The preconditions for depth_flag_0 require flag_0 flag first. So to set depth_flag_0 (feature_gate_on) we need flag_0 true. So we need to set flag_0 true first.
- depth_flag_0 (feature_gate_on) must be set true before depth_flag_1 can be set. depth_flag_1 (backup_taken) requires depth_flag_0 first.
- depth_flag_2 (quota_raised) requires depth_flag_1 first.
- depth_flag_3 (maintenance_window_open) requires depth_flag_2 first.
- depth_flag_4 (secrets_synced) requires depth_flag_3 first.
- depth_flag_5 (feature_gate_on) requires depth_flag_4 first.
Thus we need to set flags in order: flag_0 -> depth_flag_0 -> depth_flag_1 -> depth_flag_2 -> depth_flag_3 -> depth_flag_4 -> depth_flag_5.
But note there are also depth_flag_3 and depth_flag_4 and depth_flag_5 with same names but different indices; they are separate flags. The preconditions are as described.
We also have set_depth_flag_0 (set_flag) that sets depth_flag_0 flag to true, precondition: it must currently be false. Requires the flag_0 flag first. So we need to set flag_0 first, then set_depth_flag_0.
Similarly set_depth_flag_1 requires depth_flag_0 first.
set_depth_flag_2 requires depth_flag_1 first.
set_depth_flag_3 requires depth_flag_2 first.
set_depth_flag_4 requires depth_flag_3 first.
set_depth_flag_5 requires depth_flag_4 first.
Thus we can set them sequentially.
Goal only requires depth_flag_5 to be set (true) for health-check. Also need art_0 published.
Thus plan:
1. set_flag_0 (set flag_0 to true). Precondition: currently false. It is off, so okay.
2. set_depth_flag_0 (set depth_flag_0 to true). Precondition: currently false, and requires flag_0 first (which we just set). So okay.
3. set_depth_flag_1 (set depth_flag_1 to true). Precondition: currently false, requires depth_flag_0 (now true). So okay.
4. set_depth_flag_2 (set depth_flag_2 to true). Precondition: currently false, requires depth_flag_1 (true). So okay.
5. set_depth_flag_3 (set depth_flag_3 to true). Precondition: currently false, requires depth_flag_2 (true). So okay.
6. set_depth_flag_4 (set depth_flag_4 to true). Precondition: currently false, requires depth_flag_3 (true). So okay.
7. set_depth_flag_5 (set depth_flag_5 to true). Precondition: currently false, requires depth_flag_4 (true). So okay.
Now we have all depth flags set, including depth_flag_5.
Now need to build and publish artifact art_0.
8. build_art_0 (build artifact art_0). Precondition: artifact must be absent. It is absent, so okay.
9. publish_art_0 (publish artifact art_0). Precondition: artifact must be built. After build, it's built, so okay.
Now need to provision service svc_0.
10. advance_0 (provision service svc_0). Precondition: service must be down. It is down, so okay.
Now configure service svc_0.
11. advance_1 (configure service svc_0). Precondition: service must be provisioned. After provision, it's provisioned, so okay.
Now deploy service svc_0.
12. advance_2 (deploy service svc_0). Precondition: service must be configured. After configure, it's configured, so okay.
Now health-check service svc_0.
13. advance_3 (health-check service svc_0). Precondition: service must be deployed, and depth_flag_5 flag set, and art_0 published. All satisfied now. So we can call it.
Thus we have 13 tool calls. That's within 26 limit.
We must output JSON array of objects with "tool": "<tool id>", "args": {...}. The args should include the entity id parameter(s) as per tool definitions.
Let's map each tool id and required args:
- set_flag_0: name set_flag, params: flag: flag. So args: {"flag":"flag_0"}? Actually the param name is "flag". So we pass {"flag":"flag_0"}.
- set_depth_flag_0: name set_flag, params: 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"}.
- set_depth_flag_5: args {"flag":"depth_flag_5"}.
- build_art_0: name build_artifact, params: artifact: artifact. So args {"artifact":"art_0"}.
- publish_art_0: args {"artifact":"art_0"}.
- advance_0: name provision, params: service: service. So args {"service":"svc_0"}.
- advance_1: configure, params: service: service. So args {"service":"svc_0"}.
- advance_2: deploy, params: service: service. So args {"service":"svc_0"}.
- advance_3: health-check, params: service: service. So args {"service":"svc_0"}.
We also may need to set flag_0? Actually we used set_flag_0 to set flag_0 true. That's correct.
Now order: we need to respect dependencies: set_flag_0 must be first. Then set_depth_flag_0. Then set_depth_flag_1, etc. Then build_art_0, publish_art_0, then provision, configure, deploy, health-check.
But note that set_depth_flag_1 etc may have preconditions that require previous depth flags set, which we satisfy by order.
Thus final 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":"set_depth_flag_4","args":{"flag":"depth_flag_4"}},
{"tool":"set_depth_flag_5","args":{"flag":"depth_flag_5"}},
{"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 each tool id matches catalog: set_flag_0, set_depth_flag_0, set_depth_flag_1, set_depth_flag_2, set_depth_flag_3, set_depth_flag_4, set_depth_flag_5, build_art_0, publish_art_0, advance_0, advance_1, advance_2, advance_3. Yes.
Make sure no extra whitespace or commentary. Output only JSON array.
Thus final answer.
Realized dims
| dim | value |
|---|---|
| catalog_size | 15.0 |
| chain_length | 9.0 |
| 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 | 13.0 |
| 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 | 10.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |