Record a4416887ab1c4344a4279f5b6a1c9c77
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:
- auth-api-0 is currently down (not yet provisioned).
- gateway-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 'auth-api-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (auth-api-0), svc_1 (gateway-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_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_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_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: 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_2 | name: deploy | params: service: service
Deploy a service, moving it from 'configured' to 'deployed'. Precondition: the service must currently be 'configured'.
- 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_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: 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: 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_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: 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_0 | name: provision | params: service: service
Provision a service, moving it from 'down' to 'provisioned'. Precondition: the service must currently be 'down'.
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 'auth-api-0' must reach at least the 'healthy' state. Use exact entity IDs: services svc_0 (auth-api-0), svc_1 (gateway-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 duplicates: flag_0 and depth_flag_3 both named maintenance_window_open? Actually depth_flag_3 is also maintenance_window_open. But we have flag_0 (maintenance_window_open) and depth_flag_3 (maintenance_window_open). We'll need to set appropriate flags.
We need to follow preconditions. Let's outline steps.
Current state:
- auth-api-0 is down (not provisioned). So service state is 'down'? Actually "currently down (not yet provisioned)". So its state is 'down'.
- gateway-1 is down (not provisioned). So also down.
- release-image artifact does not exist yet (absent). So art_0 is absent.
- db-migration artifact does not exist yet (absent). So art_1 absent.
- maintenance_window_open flag is off. That's flag_0? Actually flag_0 is maintenance_window_open. So flag_0 currently false.
- secrets_synced flag is off. That's flag_1? Actually flag_1 is secrets_synced. So flag_1 currently false.
- feature_gate_on flag is off. That's depth_flag_0? Actually depth_flag_0 is feature_gate_on. So depth_flag_0 currently false.
- backup_taken flag is off. That's depth_flag_1 (backup_taken). So depth_flag_1 currently false.
- quota_raised flag is off. That's depth_flag_2 (quota_raised). So depth_flag_2 currently false.
- maintenance_window_open flag is off. That's depth_flag_3 (maintenance_window_open). So depth_flag_3 currently false.
- secrets_synced flag is off. That's depth_flag_4 (secrets_synced). So depth_flag_4 currently false.
- feature_gate_on flag is off. That's depth_flag_5 (feature_gate_on). So depth_flag_5 currently false.
Thus many flags false.
Goal: service 'auth-api-0' must reach at least the 'healthy' state. To get healthy, we need to health-check it, which requires it to be deployed and art_0 published, and depth_flag_5 set. Also health-check tool requires depth_flag_5 flag to be set and art_0 artifact published. Actually health-check precondition: service must be deployed, requires depth_flag_5 flag to be set, requires art_0 artifact to be published. So we need to get service to deployed state, then publish artifact, then set depth_flag_5, then health-check.
But also depth_flag_5 requires depth_flag_4 first (precondition: requires depth_flag_4 flag first). depth_flag_4 is secrets_synced. So we need to set depth_flag_4 true, which requires depth_flag_3 first. depth_flag_3 is maintenance_window_open, requires depth_flag_2 first. depth_flag_2 is quota_raised, requires depth_flag_1 first. depth_flag_1 is backup_taken, requires depth_flag_0 first. depth_flag_0 is feature_gate_on, requires flag_0 first. flag_0 is maintenance_window_open (the top-level flag). So there is a chain.
Let's map dependencies:
- depth_flag_5 (feature_gate_on) requires depth_flag_4 (secrets_synced) first.
- depth_flag_4 requires depth_flag_3 (maintenance_window_open) first.
- depth_flag_3 requires depth_flag_2 (quota_raised) first.
- depth_flag_2 requires depth_flag_1 (backup_taken) first.
- depth_flag_1 requires depth_flag_0 (feature_gate_on) first.
- depth_flag_0 requires flag_0 (maintenance_window_open) first.
Thus to set depth_flag_5, 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, then depth_flag_5.
But note we also have flag_1 (secrets_synced) which is separate? Actually flag_1 is secrets_synced (top-level). But depth_flag_4 is also secrets_synced? The description says depth_flag_4 (secrets_synced). So there are two flags named secrets_synced: flag_1 (top-level) and depth_flag_4 (secrets_synced). Probably they are distinct flags; depth_flag_4 is a deeper level flag. The precondition for depth_flag_4 is depth_flag_3 first. So we can set depth_flag_4 without needing flag_1? It just requires depth_flag_3. So we can set depth_flag_4 directly after depth_flag_3.
But we also need to set flag_0 (maintenance_window_open) to true before depth_flag_0 can be set. flag_0 currently false, so we can set it.
Now, to publish artifact art_0, we need it to be built. So we need to build_artifact art_0. That requires artifact to be absent (currently absent). So we can build it.
But also health-check requires art_0 artifact to be published. So after building, we need to publish_artifact art_0.
Now, to deploy service auth-api-0, we need to provision it first (advance_0). Provision requires service to be down (currently down). So we can provision it, moving from down to provisioned.
Then we need to configure it (advance_1) to move from provisioned to configured. That requires service to be provisioned.
Then we need to deploy it (advance_2) to move from configured to deployed. That requires service to be configured.
Then we need to health-check it (advance_3) to move from deployed to healthy. That requires service deployed, depth_flag_5 set, and art_0 published.
Thus the plan:
1. Set flag_0 (maintenance_window_open) to true. Tool: set_flag_0 with flag: flag_0? Actually tool id: set_flag_0 | name: set_flag | params: flag: flag. The param is flag: flag. So we need to pass flag: "flag_0"? Or the entity id? The args likely expect the flag identifier. The tool expects param "flag": "<entity id>"? The description: "Set the flag_0 flag to true. Precondition: it must currently be false." The param is flag: flag. So we need to pass flag: "flag_0"? Actually the param name is "flag". So we pass {"flag":"flag_0"}? But the entity ID for flag_0 is just "flag_0"? The instruction says "ENTITY IDS (use these exact ids in your tool args): Flags: flag_0 (maintenance_window_open), flag_1 (secrets_synced), depth_flag_0 (feature_gate_on), ..." So the flag IDs are flag_0, flag_1, etc. So we should pass flag: "flag_0". So tool call: {"tool":"set_flag_0","args":{"flag":"flag_0"}}.
2. Set depth_flag_0 (feature_gate_on) to true. Tool: set_depth_flag_0 requires depth_flag_0 flag first? Actually precondition: it must currently be false. Requires the flag_0 flag first. So after setting flag_0, we can set depth_flag_0. Tool id: set_depth_flag_0 | name: set_flag | params: flag: flag. So we pass flag: "depth_flag_0"? Actually the flag ID is depth_flag_0. So args: {"flag":"depth_flag_0"}.
3. Set depth_flag_1 (backup_taken) to true. Tool: set_depth_flag_1 requires depth_flag_0 first. So after step 2, we can set depth_flag_1. Tool id: set_depth_flag_1, args: {"flag":"depth_flag_1"}.
4. Set depth_flag_2 (quota_raised) to true. Tool: set_depth_flag_2 requires depth_flag_1 first. So after step 3, we can set depth_flag_2. Tool id: set_depth_flag_2, args: {"flag":"depth_flag_2"}.
5. Set depth_flag_3 (maintenance_window_open) to true. Tool: set_depth_flag_3 requires depth_flag_2 first. So after step 4, we can set depth_flag_3. Tool id: set_depth_flag_3, args: {"flag":"depth_flag_3"}.
6. Set depth_flag_4 (secrets_synced) to true. Tool: set_depth_flag_4 requires depth_flag_3 first. So after step 5, we can set depth_flag_4. Tool id: set_depth_flag_4, args: {"flag":"depth_flag_4"}.
7. Set depth_flag_5 (feature_gate_on) to true. Tool: set_depth_flag_5 requires depth_flag_4 first. So after step 6, we can set depth_flag_5. Tool id: set_depth_flag_5, args: {"flag":"depth_flag_5"}.
Now we have all flags set appropriately.
Now we need to build artifact art_0. Tool: build_art_0, args: {"artifact":"art_0"}.
Then publish_artifact art_0. Tool: publish_art_0, args: {"artifact":"art_0"}.
Now we need to provision service svc_0 (auth-api-0). Tool: advance_0 (provision) with service: "svc_0". Precondition: service must be down. It is down, so okay.
Then configure service svc_0. Tool: advance_1 (configure) with service: "svc_0". Precondition: service must be provisioned. After provision, it becomes provisioned, so okay.
Then deploy service svc_0. Tool: advance_2 (deploy) with service: "svc_0". Precondition: service must be configured. After configure, it becomes configured, so okay.
Now we need to health-check service svc_0. Tool: advance_3 (health-check) with service: "svc_0". Precondition: service must be deployed, requires depth_flag_5 flag set, requires art_0 artifact published. We have set depth_flag_5 and published artifact, so okay.
Thus we have a sequence of tool calls.
We must ensure we do not exceed 26 calls. Let's count: we have 7 flag setting calls (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) = 7. Then build_art_0 (1) = 8. Then publish_art_0 (1) = 9. Then advance_0 (1) = 10. Then advance_1 (1) = 11. Then advance_2 (1) = 12. Then advance_3 (1) = 13. So total 13 calls, well under 26.
We must ensure order respects dependencies. Let's list them in order:
1. set_flag_0 with flag "flag_0"
2. set_depth_flag_0 with flag "depth_flag_0"
3. set_depth_flag_1 with flag "depth_flag_1"
4. set_depth_flag_2 with flag "depth_flag_2"
5. set_depth_flag_3 with flag "depth_flag_3"
6. set_depth_flag_4 with flag "depth_flag_4"
7. set_depth_flag_5 with flag "depth_flag_5"
8. build_art_0 with artifact "art_0"
9. publish_art_0 with artifact "art_0"
10. advance_0 with service "svc_0"
11. advance_1 with service "svc_0"
12. advance_2 with service "svc_0"
13. advance_3 with service "svc_0"
Check preconditions:
- set_flag_0: flag_0 currently false, so can set. No other precondition.
- set_depth_flag_0: requires flag_0 flag first. After step 1, flag_0 is true, so okay.
- set_depth_flag_1: requires depth_flag_0 first. After step 2, depth_flag_0 is true, so okay.
- set_depth_flag_2: requires depth_flag_1 first. After step 3, depth_flag_1 true, okay.
- set_depth_flag_3: requires depth_flag_2 first. After step 4, depth_flag_2 true, okay.
- set_depth_flag_4: requires depth_flag_3 first. After step 5, depth_flag_3 true, okay.
- set_depth_flag_5: requires depth_flag_4 first. After step 6, depth_flag_4 true, okay.
- build_art_0: requires artifact must be absent. It is absent initially, so okay.
- publish_art_0: requires artifact must be built. After build, it is built, so okay.
- advance_0: requires service must be down. It is down, okay.
- advance_1: requires service must be provisioned. After advance_0, service becomes provisioned, okay.
- advance_2: requires service must be configured. After advance_1, service becomes configured, okay.
- advance_3: requires service must be deployed, requires depth_flag_5 flag set, requires art_0 artifact published. After advance_2, service is deployed. depth_flag_5 is set (step 7). art_0 published (step 9). So okay.
Thus the sequence works.
Now we must output JSON array of objects each with "tool" and "args". No extra prose.
Make sure to use exact tool IDs as given: "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". Also ensure args keys exactly as described: for set_flag_0, param is "flag". So args: {"flag":"flag_0"}.
For set_depth_flag_0 etc., param is also "flag". So args: {"flag":"depth_flag_0"} etc.
For build_art_0, param is "artifact". So args: {"artifact":"art_0"}.
For publish_art_0, param is "artifact". So args: {"artifact":"art_0"}.
For advance_0, param is "service". So args: {"service":"svc_0"}.
Similarly for advance_1, advance_2, advance_3.
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"}}
]
Make sure it's a JSON array, no extra whitespace? It's okay.
Now output only that JSON array.
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 |