Record 0b9ee003db5441938811d38988b2a3d0
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:
- billing-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.
GOAL (all conditions must hold at the end):
- service 'billing-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (billing-0), svc_1 (webhooks-1)
Artifacts: art_0 (release-image), art_1 (db-migration)
Flags: flag_0 (maintenance_window_open), flag_1 (secrets_synced)
TOOL CATALOG:
- 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: 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_2 | name: deploy | params: service: service
Deploy a service, moving it from 'configured' to 'deployed'. Precondition: the service must currently be 'configured'.
- 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: 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 flag_0 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: 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 14 tool calls.
Response
[
{"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":"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 sequence of tool calls leading to billing-0 healthy.
Current state:
- billing-0 (svc_0) is down.
- webhooks-1 (svc_1) down.
- release-image artifact (art_0) absent? It says does not exist yet => absent.
- db-migration artifact (art_1) absent.
- maintenance_window_open flag (flag_0) off (false).
- secrets_synced flag (flag_1) off (false).
Goal: service billing-0 must be at least healthy.
To get healthy we need to go through states: down -> provisioned -> configured -> deployed -> healthy.
Provision uses advance_0 (provision) requires service down.
Configure uses advance_1 (configure) requires provisioned.
Deploy uses advance_2 (deploy) requires configured.
Health-check uses advance_3 (health-check) requires deployed AND flag_0 true AND art_0 published.
Thus we need to also have flag_0 set true via set_flag_0 (set_flag) precondition flag false.
And need art_0 published: first build then publish.
Build artifact: build_art_0 (build_artifact) requires artifact absent.
Publish artifact: publish_art_0 (publish_artifact) requires artifact built.
So steps:
1. build_art_0 (artifact: art_0)
2. publish_art_0 (artifact: art_0)
3. set_flag_0 (flag: flag_0)
Now we can do health-check after deploying.
But before health-check we need to provision, configure, deploy the service.
Service steps:
4. advance_0 (service: svc_0) // provision
5. advance_1 (service: svc_0) // configure
6. advance_2 (service: svc_0) // deploy
7. advance_3 (service: svc_0) // health-check
Check preconditions each step.
Let's simulate:
Initial: art_0 absent, flag_0 false, svc_0 down.
Step1: build_art_0: precondition artifact absent -> ok. After: art_0 built.
Step2: publish_art_0: precondition artifact built -> ok. After: art_0 published.
Step3: set_flag_0: precondition flag false -> ok. After: flag_0 true.
Step4: advance_0 provision svc_0: precondition service down -> ok. After: svc_0 provisioned.
Step5: advance_1 configure svc_0: precondition provisioned -> ok. After: svc_0 configured.
Step6: advance_2 deploy svc_0: precondition configured -> ok. After: svc_0 deployed.
Step7: advance_3 health-check svc_0: precondition deployed, flag_0 true, art_0 published -> all true. After: svc_0 healthy.
Goal satisfied.
We used 7 tool calls, within limit 14.
We should output JSON array with objects containing tool and args.
Tool IDs as given: build_art_0, publish_art_0, set_flag_0, advance_0, advance_1, advance_2, advance_3.
Args: each takes a single param named as per definition: artifact, flag, service.
Thus:
[
{"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":"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 correct ordering.
Return only JSON array.
Realized dims
| dim | value |
|---|---|
| catalog_size | 9.0 |
| chain_length | 3.0 |
| 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 | 7.0 |
| 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 | 4.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |