Record a6aa2157303d4d40bd0c1186296230e8
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).
- ingest-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 (ingest-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_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_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_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_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: 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_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: advance_0 | name: provision | params: service: service
Provision a service, moving it from 'down' to 'provisioned'. Precondition: the service must currently be 'down'.
- 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: 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: 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'.
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 'scheduler-0' must reach at least the 'healthy' state. Use exact entity IDs: services svc_0 (scheduler-0), svc_1 (ingest-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 list 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 flags with different preconditions.
We need to set up preconditions: The goal is to get scheduler-0 to healthy. To be healthy, we need to health-check it (advance_2? Actually health-check is advance_2? Wait: tool list: advance_2 is deploy (moves from configured to deployed). advance_3 is health-check (moves from deployed to healthy). Precondition for advance_3: service must be deployed, and requires depth_flag_3 flag to be set, and requires art_0 artifact to be published.
Thus to get scheduler-0 to healthy, we need to:
- Provision svc_0 (down -> provisioned) using advance_0.
- Then configure it (provisioned -> configured) using advance_1? Actually advance_1 is configure service moving from provisioned to configured. Precondition: service must be provisioned. So we need to call advance_1 with service svc_0.
- Then deploy it (configured -> deployed) using advance_2 with service svc_0. Precondition: service must be configured.
- Then health-check it (deployed -> healthy) using advance_3 with service svc_0. Preconditions: service must be deployed, depth_flag_3 flag must be set, and art_0 artifact must be published.
Additionally, we need to ensure depth_flag_3 is set, which requires depth_flag_2 set first, which requires depth_flag_1 set first, which requires depth_flag_0 set first. Actually the tool list: set_depth_flag_0 requires flag_0 first? Let's parse:
- set_depth_flag_0: set depth_flag_0 flag to true. Precondition: it must currently be false. Requires the flag_0 flag first.
- set_depth_flag_3: set depth_flag_3 flag to true. Precondition: it must currently be false. Requires the depth_flag_2 flag first.
- set_depth_flag_2: set depth_flag_2 flag to true. Precondition: it must currently be false. Requires the depth_flag_1 flag first.
- set_depth_flag_1: set depth_flag_1 flag to true. Precondition: it must currently be false. Requires the depth_flag_0 flag first.
- set_flag_0: set flag_0 flag to true. Precondition: it must currently be false.
Thus there is a chain: flag_0 must be set first (set_flag_0). Then depth_flag_0 can be set (requires flag_0 first). Then depth_flag_1 can be set (requires depth_flag_0). Then depth_flag_2 can be set (requires depth_flag_1). Then depth_flag_3 can be set (requires depth_flag_2). So to set depth_flag_3, we need to set depth_flag_2, which needs depth_flag_1, which needs depth_flag_0, which needs flag_0.
Thus we need to set flag_0, then depth_flag_0, then depth_flag_1, then depth_flag_2, then depth_flag_3. That's 5 flag setting calls.
But maybe we don't need all of them? The precondition for advance_3 only requires depth_flag_3 flag to be set. It does not require depth_flag_2, depth_flag_1, depth_flag_0 to be set? The description says "Requires the depth_flag_3 flag to be set." It does not mention other flags. However the tool set_depth_flag_3 precondition says "Requires the depth_flag_2 flag first." So to set depth_flag_3, we must have depth_flag_2 set first. And depth_flag_2 requires depth_flag_1, which requires depth_flag_0, which requires flag_0. So we need to set flag_0, then depth_flag_0, then depth_flag_1, then depth_flag_2, then depth_flag_3. That's 5 calls.
Additionally, we need to publish the art_0 artifact. To publish, we need to build it first (build_art_0). Build requires artifact must be absent. It is currently absent (not built). So we can build it, then publish it. That's 2 calls.
We also may need to set other flags? The goal only requires scheduler-0 healthy. No other conditions required. However there may be other preconditions that need to be satisfied for other steps? For example, advance_1 (configure) only requires service to be provisioned. That's fine.
We also need to ensure that we don't violate any precondition for other calls. For example, set_depth_flag_0 requires flag_0 first. So we must call set_flag_0 before set_depth_flag_0. set_depth_flag_0 sets depth_flag_0 to true. Then set_depth_flag_1 requires depth_flag_0 first, so after setting depth_flag_0 we can set depth_flag_1. Then set_depth_flag_2 requires depth_flag_1, so after that we can set depth_flag_2. Then set_depth_flag_3 requires depth_flag_2, so after that we can set depth_flag_3.
Thus the sequence for flags: set_flag_0, set_depth_flag_0, set_depth_flag_1, set_depth_flag_2, set_depth_flag_3.
Now we need to provision svc_0 (advance_0). That requires service down. It is down. So we can call advance_0 with service svc_0.
Then configure (advance_1) with service svc_0, requires provisioned. After provision, it becomes provisioned, so we can configure.
Then deploy (advance_2) with service svc_0, requires configured. After configure, it becomes configured, so we can deploy.
Then health-check (advance_3) with service svc_0, requires deployed and depth_flag_3 set and art_0 published.
Thus we also need to build and publish art_0. Build_art_0 requires artifact absent. It is absent. So we can build it. Then publish_art_0 requires artifact built. So after building, we can publish.
Thus total calls: 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. That's 11 calls. We are allowed up to 22, so fine.
But we must ensure that the flags we set are the correct IDs: set_flag_0 sets flag_0 flag to true. That's needed. Then set_depth_flag_0 sets depth_flag_0 flag to true. Then set_depth_flag_1 sets depth_flag_1 flag to true. Then set_depth_flag_2 sets depth_flag_2 flag to true. Then set_depth_flag_3 sets depth_flag_3 flag to true.
Now we need to check that the precondition for set_depth_flag_0 is "it must currently be false. Requires the flag_0 flag first." So we must call set_flag_0 before set_depth_flag_0. That's fine.
Now, after we set depth_flag_3, we can proceed to health-check. However, note that health-check also requires art_0 artifact to be published. So we must have built and published it before health-check.
Thus the order could be:
1. set_flag_0 (set flag_0 to true)
2. set_depth_flag_0 (set depth_flag_0 to true) (precondition satisfied: flag_0 is true)
3. set_depth_flag_1 (set depth_flag_1 to true) (precondition: depth_flag_0 true)
4. set_depth_flag_2 (set depth_flag_2 to true) (precondition: depth_flag_1 true)
5. set_depth_flag_3 (set depth_flag_3 to true) (precondition: depth_flag_2 true)
6. build_art_0 (build artifact art_0) (precondition: artifact absent)
7. publish_art_0 (publish artifact art_0) (precondition: artifact built)
8. advance_0 (provision svc_0) (precondition: service down)
9. advance_1 (configure svc_0) (precondition: service provisioned)
10. advance_2 (deploy svc_0) (precondition: service configured)
11. advance_3 (health-check svc_0) (precondition: service deployed, depth_flag_3 true, art_0 published)
We must ensure that the flags remain true after setting; no later calls may reset them. There's no tool to unset them. So fine.
Now we need to output JSON array of tool calls with exact IDs and args.
Tool IDs and parameters:
- set_flag_0: id: set_flag_0? Actually the tool catalog lists "id: set_flag_0 | name: set_flag | params: flag: flag". So the ID is set_flag_0. The args: flag: flag_0? The parameter is "flag: flag". The description: Set the flag_0 flag to true. So we need to pass flag: "flag_0"? Or maybe the flag name is "flag_0"? The param is "flag: flag". The description says "Set the flag_0 flag to true." So likely we pass flag: "flag_0". So args: {"flag":"flag_0"}.
- set_depth_flag_0: id: set_depth_flag_0 | name: set_flag | params: flag: flag. So args: {"flag":"depth_flag_0"}.
- set_depth_flag_1: id: set_depth_flag_1 | args: {"flag":"depth_flag_1"}.
- set_depth_flag_2: id: set_depth_flag_2 | args: {"flag":"depth_flag_2"}.
- set_depth_flag_3: id: set_depth_flag_3 | args: {"flag":"depth_flag_3"}.
- advance_0: id: advance_0 | name: provision | params: service: service. So args: {"service":"svc_0"}.
- advance_1: id: advance_1 | name: configure | params: service: service. So args: {"service":"svc_0"}.
- advance_2: id: advance_2 | name: deploy | params: service: service. So args: {"service":"svc_0"}.
- advance_3: id: advance_3 | name: health-check | params: service: service. So args: {"service":"svc_0"}.
- build_art_0: id: build_art_0 | name: build_artifact | params: artifact: artifact. So args: {"artifact":"art_0"}.
- publish_art_0: id: publish_art_0 | name: publish_artifact | params: artifact: artifact. So args: {"artifact":"art_0"}.
Thus the JSON array should be in order of calls.
Potential nuance: The tool "set_depth_flag_0" requires "it must currently be false. Requires the flag_0 flag first." So we must call set_flag_0 before set_depth_flag_0. That's fine.
Now we need to output only JSON array, no extra text.
Thus final answer:
[
{"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 IDs: "advance_0" is provision, "advance_1" is configure, "advance_2" is deploy, "advance_3" is health-check. Yes.
Now ensure that we didn't miss any required precondition for advance_3: It requires depth_flag_3 flag to be set (we set it earlier) and art_0 artifact to be published (we published it). So fine.
Now check that we didn't need to set any other flags like flag_1, depth_flag_? Not needed.
Thus final output is the JSON array as above.
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 |