Record 1bba2a09b8cb4a9f9bbc2493fbe8acb3
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:
- notifier-0 is currently down (not yet provisioned).
- billing-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 'notifier-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (notifier-0), svc_1 (billing-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: 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_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_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_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_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: 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_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: 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_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: 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_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.
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":"advance_1","args":{"service":"svc_0"}},
{"tool":"advance_2","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_3","args":{"service":"svc_0"}}
]
Reasoning
Model reasoning
We need to produce a JSON array of tool calls that will achieve the goal: service 'notifier-0' must reach at least the 'healthy' state. Use exact entity ids: service svc_0 (notifier-0), svc_1 (billing-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: depth_flag_3 is also called maintenance_window_open but it's a depth_flag_3 flag. There's also flag_0 which is maintenance_window_open (non-depth). The current state: notifier-0 is down (not provisioned). billing-1 is down. release-image artifact does not exist yet. db-migration artifact does not exist yet. 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). So many flags off.
Goal: service notifier-0 must reach at least 'healthy' state. To get healthy, we need to health-check it, which requires it to be deployed, which requires it to be configured, which requires it to be provisioned. Also health-check requires depth_flag_3 flag to be set, and art_0 artifact to be published. depth_flag_3 requires depth_flag_2 set, which requires depth_flag_1 set, which requires depth_flag_0 set. depth_flag_0 requires flag_0 set first. Also depth_flag_1 requires depth_flag_0 flag first. depth_flag_2 requires depth_flag_1 flag first. depth_flag_3 requires depth_flag_2 flag first.
Also need to publish artifact art_0, which requires building it (build_art_0) which requires it to be absent (which it is). Then publish_art_0 moves it to published.
Also need to set flags: flag_0 (maintenance_window_open) must be set to true. That flag currently off, no precondition except it must be false. So we can set_flag_0 (set_flag) with flag: flag_0.
But also depth_flag_0 must be set, which requires flag_0 first. So we need to set flag_0, then set_depth_flag_0.
Then depth_flag_1 must be set, which requires depth_flag_0 first. So set_depth_flag_1.
Then depth_flag_2 must be set, which requires depth_flag_1 first. So set_depth_flag_2.
Then depth_flag_3 must be set, which requires depth_flag_2 first. So set_depth_flag_3.
But note: set_depth_flag_2 is the tool id "set_depth_flag_2". It sets depth_flag_2 flag to true. Precondition: it must currently be false. Requires the depth_flag_1 flag first. So after we set depth_flag_1, we can set depth_flag_2.
Similarly set_depth_flag_3 requires depth_flag_2 first.
Now we also need to provision service svc_0 (notifier-0). Tool advance_0: provision service, moving from down to provisioned. Precondition: service must be down. It is down, so we can call advance_0 with service: svc_0.
Then configure service: advance_1: configure service, moving from provisioned to configured. Precondition: service must be provisioned. So after provision, we can configure.
Then deploy service: advance_2: deploy service, moving from configured to deployed. Precondition: service must be configured. So after configure, we can deploy.
Then health-check: advance_3: health-check service, moving from deployed to healthy. Precondition: service must be deployed, and depth_flag_3 flag must be set, and art_0 artifact must be published. So we need to have depth_flag_3 set (we will set it) and art_0 published (we will publish it). Also need to have built and published artifact.
Now artifact art_0: currently absent. So we need to build_art_0 (build artifact) then publish_art_0.
Build_art_0 precondition: artifact must be absent. It is absent, so we can build.
Publish_art_0 precondition: artifact must be built. After build, it is built, so we can publish.
Now flags: we need to set flag_0 (maintenance_window_open) to true. Tool set_flag_0: set_flag with flag: flag_0. Precondition: flag must be false. It is off, so okay.
Then set_depth_flag_0: set_flag with flag: depth_flag_0. Precondition: depth_flag_0 must be false, and requires flag_0 flag first. So after setting flag_0, we can set depth_flag_0.
Then set_depth_flag_1: set_flag with flag: depth_flag_1. Precondition: depth_flag_1 must be false, and requires depth_flag_0 first. So after depth_flag_0, we can set depth_flag_1.
Then set_depth_flag_2: set_flag with flag: depth_flag_2. Precondition: depth_flag_2 must be false, and requires depth_flag_1 first. So after depth_flag_1, we can set depth_flag_2.
Then set_depth_flag_3: set_flag with flag: depth_flag_3. Precondition: depth_flag_3 must be false, and requires depth_flag_2 first. So after depth_flag_2, we can set depth_flag_3.
Now we also have other flags: secrets_synced (flag_1) off, feature_gate_on (depth_flag_0) off, backup_taken (depth_flag_1) off, quota_raised (depth_flag_2) off, maintenance_window_open (depth_flag_3) off. We need to set them as per dependencies.
Now we need to produce a JSON array of tool calls in order that satisfies all preconditions and ends with health-check for svc_0.
We must not exceed 22 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. build_art_0 (build artifact art_0)
5. publish_art_0 (publish artifact art_0)
6. set_flag_0 (set flag_0)
7. set_depth_flag_0 (set depth_flag_0)
8. set_depth_flag_1 (set depth_flag_1)
9. set_depth_flag_2 (set depth_flag_2)
10. set_depth_flag_3 (set depth_flag_3)
11. advance_3 (health-check svc_0)
That's 11 calls. But we also might need to set other flags like flag_1 (secrets_synced) maybe not required for health-check? The health-check precondition only mentions depth_flag_3 flag and art_0 artifact published. It does not require other flags. However the overall goal may require all conditions to hold at the end: the goal says "all conditions must hold at the end". The goal is "service 'notifier-0' must reach at least the 'healthy' state". It says "Goal (all conditions must hold at the end): - service 'notifier-0' must reach at least the 'healthy' state". It doesn't say other flags must be true. But the initial state includes many flags off; maybe they need to be set? The problem statement says "Goal (all conditions must hold at the end): - service 'notifier-0' must reach at least the 'healthy' state". It doesn't list other conditions. So we only need to ensure that service is healthy. However the tool preconditions may require certain flags to be set before others; but we can set them as needed. The goal does not require them to be true, but we may need to set them to satisfy preconditions for health-check. The health-check requires depth_flag_3 flag to be set. So we must set depth_flag_3. That implies we must also set depth_flag_2, depth_flag_1, depth_flag_0, and flag_0. So those must be set. The other flags (flag_1, depth_flag_1 is backup_taken, depth_flag_2 is quota_raised, depth_flag_3 is maintenance_window_open) are not required for health-check but may be required for other steps? depth_flag_1 is required for depth_flag_2, which is required for depth_flag_3. So we need to set depth_flag_1, depth_flag_2, depth_flag_3. depth_flag_0 is required for depth_flag_1. flag_0 is required for depth_flag_0. So we must set those in order.
Thus we need to set flag_0, depth_flag_0, depth_flag_1, depth_flag_2, depth_flag_3. That's 5 flag setting calls.
Now we also need to set flag_1? Not required for health-check. But maybe there is a precondition for something else? Not needed.
Now we also need to ensure that the artifact art_0 is built and published. That's 2 calls.
Now we need to provision, configure, deploy, health-check: 4 calls.
Total 11 calls.
But we must also consider that the tool "set_depth_flag_2" is named set_depth_flag_2 and its param is flag: flag (the flag id?). The param is "flag": flag. So we need to pass the flag id string? The tool args: {"flag": "<entity id>"}. The entity id for depth_flag_2 is "depth_flag_2". So we need to pass flag: "depth_flag_2". Similarly for others.
Now we need to produce JSON array of objects with "tool": "<tool id>", "args": {...}. The tool ids are given: advance_0, advance_1, advance_2, advance_3, 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. Also there is "set_flag_0" tool id? Actually the tool catalog includes "set_flag_0 | name: set_flag | params: flag: flag". That's a generic set_flag tool but with id "set_flag_0"? It says id: set_flag_0. So we should use that id. Similarly "set_depth_flag_2" id is "set_depth_flag_2". "set_depth_flag_0" id is "set_depth_flag_0". "set_depth_flag_1" id is "set_depth_flag_1". "set_depth_flag_3" id is "set_depth_flag_3". "publish_art_0" id is "publish_art_0". "build_art_0" id is "build_art_0". "advance_0" id is "advance_0". "advance_1" id is "advance_1". "advance_2" id is "advance_2". "advance_3" id is "advance_3". "decoy_0", "decoy_1" not needed.
Now we need to output JSON array of these calls in order.
Let's list them in order:
1. advance_0 with service: svc_0
2. advance_1 with service: svc_0
3. advance_2 with service: svc_0
4. build_art_0 with artifact: art_0
5. publish_art_0 with artifact: art_0
6. set_flag_0 with flag: flag_0
7. set_depth_flag_0 with flag: depth_flag_0
8. set_depth_flag_1 with flag: depth_flag_1
9. set_depth_flag_2 with flag: depth_flag_2
10. set_depth_flag_3 with flag: depth_flag_3
11. advance_3 with service: svc_0
Check preconditions:
- advance_0: service must be down. It is down. OK.
- advance_1: service must be provisioned. After advance_0, it becomes provisioned. OK.
- advance_2: service must be configured. After advance_1, it becomes configured. OK.
- build_art_0: artifact must be absent. It is absent. OK.
- publish_art_0: artifact must be built. After build_art_0, it is built. OK.
- set_flag_0: flag must be false. flag_0 is off. OK.
- set_depth_flag_0: depth_flag_0 must be false, and requires flag_0 flag first. After set_flag_0, flag_0 is true. So depth_flag_0 can be set. OK.
- set_depth_flag_1: depth_flag_1 must be false, and requires depth_flag_0 first. After set_depth_flag_0, depth_flag_0 is true. So can set depth_flag_1. OK.
- set_depth_flag_2: depth_flag_2 must be false, and requires depth_flag_1 first. After set_depth_flag_1, depth_flag_1 is true. So can set depth_flag_2. OK.
- set_depth_flag_3: depth_flag_3 must be false, and requires depth_flag_2 first. After set_depth_flag_2, depth_flag_2 is true. So can set depth_flag_3. OK.
- advance_3: service must be deployed (it is after advance_2). depth_flag_3 must be set (we just set it). art_0 must be published (we just published). So all preconditions satisfied.
Thus the sequence works.
Now we must output only JSON array, no extra text. Ensure proper JSON formatting: an array of objects, each with "tool" and "args". The args object must have parameters as specified.
For advance_0: args: {"service": "svc_0"}
For advance_1: args: {"service": "svc_0"}
For advance_2: args: {"service": "svc_0"}
For build_art_0: args: {"artifact": "art_0"}
For publish_art_0: args: {"artifact": "art_0"}
For set_flag_0: args: {"flag": "flag_0"}
For set_depth_flag_0: args: {"flag": "depth_flag_0"}
For set_depth_flag_1: args: {"flag": "depth_flag_1"}
For set_depth_flag_2: args: {"flag": "depth_flag_2"}
For set_depth_flag_3: args: {"flag": "depth_flag_3"}
For advance_3: args: {"service": "svc_0"}
Now produce JSON array.
Check that we are within 22 calls: we have 11 calls, fine.
Now output exactly the JSON array.
Make sure no extra whitespace? It's okay.
Let's produce:
[
{"tool":"advance_0","args":{"service":"svc_0"}},
{"tool":"advance_1","args":{"service":"svc_0"}},
{"tool":"advance_2","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_3","args":{"service":"svc_0"}}
]
Make sure it's a JSON array, no trailing commas. Provide exactly that.
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 |