Record a25c0912853b4bf391b8bc49bf362b7f
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:
- reporting-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.
- The secrets_synced flag is off.
- The feature_gate_on flag is off.
GOAL (all conditions must hold at the end):
- service 'reporting-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (reporting-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), depth_flag_4 (secrets_synced), depth_flag_5 (feature_gate_on)
TOOL CATALOG:
- 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: decoy_0 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (Has no effect on deployment state.)
- 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_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_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: advance_0 | name: provision | params: service: service
Provision a service, moving it from 'down' to 'provisioned'. Precondition: the service must currently be 'down'.
- 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: 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: 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: 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: 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_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: 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_flag_0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
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 'reporting-0' must reach at least the 'healthy' state. The current state: reporting-0 is down (not provisioned). webhooks-1 is down. release-image artifact does not exist. db-migration artifact does not exist. maintenance_window_open flag is off. 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). secrets_synced flag is off (duplicate). feature_gate_on flag is off (duplicate). So many flags are off.
We have 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). Actually depth flags correspond to some other flags? Let's map:
- depth_flag_0 corresponds to feature_gate_on? Wait: In entity IDs: depth_flag_0 (feature_gate_on). Actually they said "depth_flag_0 (feature_gate_on)". So depth_flag_0 is the flag for feature_gate_on? But also they have flag_0 (maintenance_window_open). So there are two sets: flag_0 is maintenance_window_open; depth_flag_0 is feature_gate_on. Similarly flag_1 is secrets_synced; depth_flag_1 is backup_taken; depth_flag_2 is quota_raised; depth_flag_3 is maintenance_window_open; depth_flag_4 is secrets_synced; depth_flag_5 is feature_gate_on. So depth flags are separate flags that have dependencies.
Goal: service 'reporting-0' must reach at least the 'healthy' state. To get to healthy, we need to health-check it, which requires it to be deployed, and requires depth_flag_5 flag to be set, and requires art_0 artifact to be published. Also health-check moves from deployed to healthy.
To get to deployed, we need to deploy the service, which requires it to be configured. To get to configured, we need to configure it, which requires it to be provisioned. To get to provisioned, we need to provision it, which requires it to be down. So we can progress: down -> provision -> configure -> deploy -> health-check -> healthy.
Additionally, health-check requires depth_flag_5 flag to be set, and art_0 artifact to be published. So we need to build artifact art_0, publish it, and set depth_flag_5. depth_flag_5 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? Actually set_depth_flag_0 precondition: it must currently be false. Requires the flag_0 flag first. So to set depth_flag_0, we need flag_0 to be set? Wait: "Requires the flag_0 flag first." Means flag_0 must be true? Or just that flag_0 must be set? Probably flag_0 must be true (i.e., maintenance_window_open flag must be true). So we need to set flag_0 first via set_flag_0 tool. That sets flag_0 to true. Then we can set depth_flag_0 (feature_gate_on) to true.
Similarly, depth_flag_1 (backup_taken) requires depth_flag_0 first. So after setting depth_flag_0, we can set depth_flag_1. depth_flag_2 requires depth_flag_1 first. depth_flag_3 requires depth_flag_2 first. depth_flag_4 requires depth_flag_3 first. depth_flag_5 requires depth_flag_4 first.
Thus to set depth_flag_5, we need to set a chain of flags: flag_0 -> depth_flag_0 -> depth_flag_1 -> depth_flag_2 -> depth_flag_3 -> depth_flag_4 -> depth_flag_5.
But maybe we don't need all of them; only depth_flag_5 is needed for health-check. However depth_flag_5 precondition requires depth_flag_4 flag first. So we must set depth_flag_4, which requires depth_flag_3, etc. So we need to set all those depth flags in order.
But also note that some flags are already off? The current state says "maintenance_window_open flag is off." That's flag_0? Actually flag_0 is maintenance_window_open. So flag_0 is off. So we can set it via set_flag_0 (set_flag with flag: flag). That tool sets flag_0 to true, precondition: it must currently be false. So we can call set_flag_0 to turn on maintenance_window_open.
Then we can call set_depth_flag_0 to set feature_gate_on to true. Precondition: it must currently be false (it is), and requires the flag_0 flag first (which we just set). So after setting flag_0, we can set depth_flag_0.
Then set_depth_flag_1 (backup_taken) requires depth_flag_0 first (which we set). So we can set depth_flag_1.
Then set_depth_flag_2 (quota_raised) requires depth_flag_1 first. So set depth_flag_2.
Then set_depth_flag_3 (maintenance_window_open) requires depth_flag_2 first. So set depth_flag_3.
Then set_depth_flag_4 (secrets_synced) requires depth_flag_3 first. So set depth_flag_4.
Then set_depth_flag_5 (feature_gate_on) requires depth_flag_4 first. So set depth_flag_5.
Now we have depth_flag_5 true.
Now we need to build artifact art_0 (release-image). The artifact is currently absent. So we can call build_art_0 with artifact: art_0. That moves it from absent to built.
Then publish_art_0 with artifact: art_0, precondition: artifact must be built. So after building, we can publish.
Now we need to provision service svc_0 (reporting-0). It is down. So we can call advance_0 (provision) with service: svc_0.
Then configure service: advance_1 (configure) with service: svc_0. Precondition: service must be provisioned. After provision, we can configure.
Then deploy service: advance_3? Actually deploy is advance_2? Let's check: advance_2 is deploy, params: service: service. Precondition: service must be configured. So after configure, we can deploy.
Then health-check: advance_3 (health-check) with service: svc_0. Precondition: service must be deployed, and requires depth_flag_5 flag to be set, and requires art_0 artifact to be published. We have set depth_flag_5 and published art_0, so we can health-check.
Thus we need to call these tools in order.
But also we might need to set other flags like depth_flag_0 etc. Let's list needed tool calls:
1. set_flag_0 (set flag_0 to true). This sets maintenance_window_open flag.
2. set_depth_flag_0 (set depth_flag_0 to true). This sets feature_gate_on.
3. set_depth_flag_1 (set depth_flag_1 to true). This sets backup_taken.
4. set_depth_flag_2 (set depth_flag_2 to true). This sets quota_raised.
5. set_depth_flag_3 (set depth_flag_3 to true). This sets maintenance_window_open (depth). Actually depth_flag_3 is maintenance_window_open (maybe same as flag_0 but deeper). Anyway.
6. set_depth_flag_4 (set depth_flag_4 to true). This sets secrets_synced (depth).
7. set_depth_flag_5 (set depth_flag_5 to true). This sets feature_gate_on (depth). This is needed for health-check.
8. build_art_0 (build artifact art_0).
9. publish_art_0 (publish artifact art_0).
10. advance_0 (provision) service svc_0.
11. advance_1 (configure) service svc_0.
12. advance_2 (deploy) service svc_0.
13. advance_3 (health-check) service svc_0.
That's 13 tool calls. We must ensure each precondition is satisfied at the moment of call.
Let's simulate order:
- Initially flag_0 is off. So set_flag_0 can be called (precondition: currently false). Good.
- After set_flag_0, flag_0 is true. Then set_depth_flag_0 can be called (precondition: currently false, requires flag_0 first). So we can call set_depth_flag_0.
- After that, set_depth_flag_1 can be called (precondition: currently false, requires depth_flag_0 first). So call set_depth_flag_1.
- Then set_depth_flag_2 (requires depth_flag_1 first). Call.
- Then set_depth_flag_3 (requires depth_flag_2 first). Call.
- Then set_depth_flag_4 (requires depth_flag_3 first). Call.
- Then set_depth_flag_5 (requires depth_flag_4 first). Call.
Now depth_flag_5 is true.
Now build_art_0: artifact art_0 is absent, so can build.
After build, publish_art_0: artifact must be built, so can publish.
Now provision svc_0: service is down, so can provision.
Then configure svc_0: service must be provisioned, so can configure.
Then deploy svc_0: service must be configured, so can deploy.
Then health-check svc_0: service must be deployed, and depth_flag_5 must be set (true), and art_0 must be published (true). So can health-check.
Thus the sequence works.
We must output JSON array of objects with "tool": "<tool id>", "args": {...}. Use exact tool ids from catalog.
Tool ids:
- set_flag_0 is "set_flag_0"? Actually tool id: "set_flag_0" name: set_flag params: flag: flag. So id is "set_flag_0". args: {"flag":"flag_0"}? Wait param name is "flag". The description: "Set the flag_0 flag to true. Precondition: it must currently be false." The params: flag: flag. So we need to pass the flag identifier? The flag identifier is "flag_0"? The tool expects param "flag": "<entity id>"? Actually they said "params: flag: flag". So the argument is a key "flag" with value being the flag identifier? The flag identifier is "flag_0"? Or maybe just "flag_0"? The entity IDs list includes "flag_0 (maintenance_window_open)". So we should pass flag: "flag_0". So args: {"flag":"flag_0"}.
Similarly, set_depth_flag_0 expects param "flag": flag, where flag is depth_flag_0? Actually "Set the depth_flag_0 flag to true. Precondition: it must currently be false. Requires the flag_0 flag first." So param name is "flag". So we pass "flag":"depth_flag_0". So args: {"flag":"depth_flag_0"}.
Similarly for other set_depth_flag_n.
Thus we need to produce calls:
1. {"tool":"set_flag_0","args":{"flag":"flag_0"}}
2. {"tool":"set_depth_flag_0","args":{"flag":"depth_flag_0"}}
3. {"tool":"set_depth_flag_1","args":{"flag":"depth_flag_1"}}
4. {"tool":"set_depth_flag_2","args":{"flag":"depth_flag_2"}}
5. {"tool":"set_depth_flag_3","args":{"flag":"depth_flag_3"}}
6. {"tool":"set_depth_flag_4","args":{"flag":"depth_flag_4"}}
7. {"tool":"set_depth_flag_5","args":{"flag":"depth_flag_5"}}
8. {"tool":"build_art_0","args":{"artifact":"art_0"}}
9. {"tool":"publish_art_0","args":{"artifact":"art_0"}}
10. {"tool":"advance_0","args":{"service":"svc_0"}}
11. {"tool":"advance_1","args":{"service":"svc_0"}}
12. {"tool":"advance_2","args":{"service":"svc_0"}}
13. {"tool":"advance_3","args":{"service":"svc_0"}}
Check that each tool id matches exactly. The catalog lists:
- id: set_flag_0 | name: set_flag | params: flag: flag
- id: set_depth_flag_0 | name: set_flag | params: flag: flag
- id: set_depth_flag_1 | name: set_flag | params: flag: flag
- id: set_depth_flag_2 | name: set_flag | params: flag: flag
- id: set_depth_flag_3 | name: set_flag | params: flag: flag
- id: set_depth_flag_4 | name: set_flag | params: flag: flag
- id: set_depth_flag_5 | name: set_flag | params: flag: flag
- id: build_art_0 | name: build_artifact | params: artifact: artifact
- id: publish_art_0 | name: publish_artifact | params: artifact: artifact
- id: advance_0 | name: provision | params: service: service
- id: advance_1 | name: configure | params: service: service
- id: advance_2 | name: deploy | params: service: service
- id: advance_3 | name: health-check | params: service: service
Thus we have correct ids.
Now ensure we do not exceed 26 calls; we have 13, fine.
Now output only JSON array, no extra text.
Thus final answer is JSON array of 13 objects in order.
Let's construct 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 JSON is valid, no trailing commas. Output exactly that.
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 |