Record 26b039e2e3be4c12af5c6b6daea8da7c
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:
- cache-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.
GOAL (all conditions must hold at the end):
- service 'cache-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (cache-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)
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: 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_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_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: 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_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_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_1 flag to be set. Requires the art_0 artifact to be published.
- 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_1 | name: configure | params: service: service
Configure a service, moving it from 'provisioned' to 'configured'. Precondition: the service must currently be 'provisioned'.
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 18 tool calls.
Response
[
{"tool":"set_flag_0","args":{"flag":"flag_0"}},
{"tool":"set_depth_flag_0","args":{"flag":"depth_flag_0"}},
{"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":"set_depth_flag_1","args":{"flag":"depth_flag_1"}},
{"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 'cache-0' must reach at least the 'healthy' state. Entity IDs: services svc_0 (cache-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). Tools list with IDs and names and parameters.
We need to respect preconditions. Let's parse the current state:
- cache-0 is currently down (not yet provisioned). So service svc_0 is down.
- auth-api-1 is currently down (not yet provisioned). So svc_1 is down.
- release-image artifact does not exist yet. So art_0 is absent.
- db-migration artifact does not exist yet. So art_1 is absent.
- maintenance_window_open flag is off (false). So flag_0 false.
- secrets_synced flag is off (false). So flag_1 false.
- feature_gate_on flag is off (false). So depth_flag_0 false.
- backup_taken flag is off (false). So depth_flag_1 false.
Goal: service 'cache-0' must reach at least the 'healthy' state. That means we need to get svc_0 to healthy. According to tool list, health-check (advance_3) moves a service from 'deployed' to 'healthy', precondition: service must be 'deployed', requires depth_flag_1 flag to be set, requires art_0 artifact to be published.
Thus to get healthy, we need to have svc_0 deployed, and also depth_flag_1 true, and art_0 published.
We also need to consider other preconditions: depth_flag_1 requires depth_flag_0 first (set_depth_flag_1 precondition: requires depth_flag_0 flag first). So we need to set depth_flag_0 (feature_gate_on) to true, then set depth_flag_1 (backup_taken) to true.
depth_flag_0 (set_depth_flag_0) precondition: it must currently be false, and requires flag_0 flag first. So we need to set flag_0 (maintenance_window_open) to true first, then set_depth_flag_0 to true.
Also set_flag_0 (set_flag) precondition: it must currently be false. So we can set flag_0 from false to true.
Thus sequence:
1. set_flag_0 (set flag_0 to true). precondition: currently false, satisfied. This sets maintenance_window_open flag to true.
2. set_depth_flag_0 (set depth_flag_0 to true). precondition: currently false, and requires flag_0 flag first (which we just set). So after step 1, we can set depth_flag_0.
3. build_art_0 (build artifact). precondition: artifact must be 'absent'. Currently art_0 is absent, so we can build it. This moves it from absent to built.
4. publish_art_0 (publish artifact). precondition: artifact must be 'built'. After build, it's built, so we can publish. This moves it from built to published.
5. configure svc_0? Actually we need to provision then configure then deploy then health-check. Let's see tool list:
- advance_0 (provision) moves from 'down' to 'provisioned'. precondition: service must be 'down'. svc_0 is down, so we can provision.
- advance_1 (configure) moves from 'provisioned' to 'configured'. precondition: service must be 'provisioned'.
- advance_2 (deploy) moves from 'configured' to 'deployed'. precondition: service must be 'configured'.
- advance_3 (health-check) moves from 'deployed' to 'healthy', precondition: service must be 'deployed', requires depth_flag_1 flag set, requires art_0 artifact published.
Thus we need to sequence: provision svc_0, configure svc_0, deploy svc_0, then health-check svc_0.
But also need depth_flag_1 set to true. depth_flag_1 (set_depth_flag_1) precondition: currently false, requires depth_flag_0 flag first. So after we set depth_flag_0, we can set depth_flag_1.
Thus steps:
1. set_flag_0 (set flag_0 true)
2. set_depth_flag_0 (set depth_flag_0 true)
3. build_art_0 (build artifact)
4. publish_art_0 (publish artifact)
5. advance_0 (provision svc_0) - precondition: service down, ok.
6. advance_1 (configure svc_0) - precondition: service provisioned, ok.
7. advance_2 (deploy svc_0) - precondition: service configured, ok.
8. set_depth_flag_1 (set depth_flag_1 true) - precondition: currently false, requires depth_flag_0 flag first (which we set). So after step 2, we can set depth_flag_1 now, but we need to ensure it's before health-check. So we can set depth_flag_1 after step 7 maybe, but before health-check. Let's place it after step 7 but before health-check.
Thus step 8: set_depth_flag_1 (set depth_flag_1 true)
9. advance_3 (health-check svc_0) - precondition: service deployed, requires depth_flag_1 flag set, requires art_0 published. All satisfied now.
Thus total steps: 9 tool calls. Within limit of 18.
We must output JSON array of objects with "tool": "<tool id>", "args": {...}. The args are parameter names as given in tool definitions. Let's map each tool ID to its name and required parameters.
Tool catalog:
- id: advance_2 | name: deploy | params: service: service
- id: publish_art_0 | name: publish_artifact | params: artifact: artifact
- id: set_flag_0 | name: set_flag | params: flag: flag
- id: set_depth_flag_0 | name: set_flag | params: flag: flag
- id: decoy_0 | name: audit_logs | params: service: service
- id: advance_0 | name: provision | params: service: service
- id: build_art_0 | name: build_artifact | params: artifact: artifact
- id: set_depth_flag_1 | name: set_flag | params: flag: flag
- id: advance_3 | name: health-check | params: service: service
- id: decoy_1 | name: warm_cache | params: service: service
- id: advance_1 | name: configure | params: service: service
We need to use exact tool IDs as given. So we will reference them exactly: "advance_2", "publish_art_0", "set_flag_0", "set_depth_flag_0", "advance_0", "build_art_0", "set_depth_flag_1", "advance_3", "advance_1". Also maybe "decoy_0" etc but not needed.
Now we need to produce JSON array of objects each with "tool": "<tool id>", "args": {"<param>": "<entity id>", ...}. The param names are as per tool definitions: for deploy, param is service; for publish_artifact, param is artifact; for set_flag, param is flag; for set_flag (depth_flag_0) also param is flag; for build_artifact param is artifact; for set_flag (depth_flag_1) param is flag; for health-check param is service; for configure param is service.
Thus we need to fill args with appropriate entity IDs: service ids are svc_0, svc_1; artifact ids are art_0, art_1; flag ids are flag_0, flag_1, depth_flag_0, depth_flag_1. The tool param names are generic "service", "artifact", "flag". So we need to map accordingly.
Thus:
- advance_0 (provision) expects param "service": "svc_0".
- advance_1 (configure) expects param "service": "svc_0".
- advance_2 (deploy) expects param "service": "svc_0".
- advance_3 (health-check) expects param "service": "svc_0".
- build_art_0 expects param "artifact": "art_0".
- publish_art_0 expects param "artifact": "art_0".
- set_flag_0 expects param "flag": "flag_0".
- set_depth_flag_0 expects param "flag": "depth_flag_0".
- set_depth_flag_1 expects param "flag": "depth_flag_1".
Now we need to ensure preconditions are satisfied at each step. Let's verify sequence:
Step 1: set_flag_0 (set flag_0). Precondition: flag_0 must be false. Initially it's off (false). So okay.
Step 2: set_depth_flag_0 (set depth_flag_0). Precondition: depth_flag_0 must be false, and requires flag_0 flag first. After step 1, flag_0 is true, so okay.
Step 3: build_art_0 (build artifact). Precondition: artifact must be 'absent'. art_0 is absent initially, so okay.
Step 4: publish_art_0 (publish artifact). Precondition: artifact must be 'built'. After build, it's built, so okay.
Step 5: advance_0 (provision svc_0). Precondition: service must be 'down'. svc_0 is down, okay.
Step 6: advance_1 (configure svc_0). Precondition: service must be 'provisioned'. After provision, it's provisioned, okay.
Step 7: advance_2 (deploy svc_0). Precondition: service must be 'configured'. After configure, it's configured, okay.
Step 8: set_depth_flag_1 (set depth_flag_1). Precondition: depth_flag_1 must be false, and requires depth_flag_0 flag first. depth_flag_0 is true after step 2, so okay.
Step 9: advance_3 (health-check svc_0). Precondition: service must be 'deployed', requires depth_flag_1 flag set, requires art_0 artifact published. All satisfied after steps 7 and 8 and 4.
Thus sequence works.
Now we need to output JSON array of these tool calls in order.
Thus array:
[
{"tool":"set_flag_0","args":{"flag":"flag_0"}},
{"tool":"set_depth_flag_0","args":{"flag":"depth_flag_0"}},
{"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":"set_depth_flag_1","args":{"flag":"depth_flag_1"}},
{"tool":"advance_3","args":{"service":"svc_0"}}
]
Check that we used correct tool IDs: set_flag_0, set_depth_flag_0, build_art_0, publish_art_0, advance_0, advance_1, advance_2, set_depth_flag_1, advance_3.
All within 18 calls.
Now ensure no extra whitespace? JSON array must be valid. Provide exactly that array.
Thus final answer: just the JSON array.
Realized dims
| dim | value |
|---|---|
| catalog_size | 11.0 |
| chain_length | 5.0 |
| 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 | 9.0 |
| 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 | 6.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |