Record 33995fe1de3b495f8546bf8e2ce96cab
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 JSON array of tool calls that will achieve the goal: service 'billing-0' must reach at least the 'healthy' state. Use exact entity ids: 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).
Current state: billing-0 down, webhooks-1 down; release-image artifact does not exist yet (absent); db-migration artifact does not exist yet (absent); maintenance_window_open flag is off (false); secrets_synced flag is off (false).
Goal: service billing-0 must reach at least 'healthy' state. To get healthy, need to go through steps: build artifact, publish artifact, configure service, deploy service, health-check service. Also need flag_0 (maintenance_window_open) to be true for health-check. Also need art_0 artifact published. Also need service to be configured before deploy, provisioned before configure, down before provision.
We also may need to set flag_0 to true (set_flag_0). Also need to maybe warm cache or audit logs but not needed.
We have at most 14 tool calls.
We need to produce a sequence of tool calls that ends with billing-0 being healthy.
Let's outline steps:
1. Build artifact art_0: build_art_0 with artifact: art_0. Precondition: artifact must be absent. It is absent, so okay.
2. Publish artifact art_0: publish_art_0 with artifact: art_0. Precondition: artifact must be built. After step 1, it's built, so okay.
3. Set flag_0 (maintenance_window_open) to true: set_flag_0 with flag: flag_0. Precondition: currently false, which is true.
Now we can configure service svc_0: need service to be provisioned first. So we need to provision svc_0: advance_0 with service: svc_0. Precondition: service must be down. It is down, so okay.
After provisioned, configure svc_0: advance_1 with service: svc_0. Precondition: service must be provisioned. After provision, it is provisioned, so okay.
Then deploy svc_0: advance_3? Actually deploy is advance_3? Wait tool catalog: advance_3 is health-check. Deploy is advance_2? Let's check: tool catalog includes:
- id: advance_2 | name: deploy | params: service: service
- id: advance_1 | name: configure | params: service: service
- id: advance_3 | name: health-check | params: service: service
So deploy is advance_2. Precondition: service must be configured. After configure, it is configured, so okay.
Then health-check: advance_3 with service: svc_0. Precondition: service must be deployed and flag_0 true and art_0 published. We have set flag_0 true, published art_0, and after deploy it will be deployed. So health-check can be executed.
Thus sequence:
1. build_art_0 artifact: art_0
2. publish_art_0 artifact: art_0
3. set_flag_0 flag: flag_0
4. advance_0 service: svc_0
5. advance_1 service: svc_0
6. advance_2 service: svc_0
7. advance_3 service: svc_0
That's 7 tool calls. All preconditions satisfied.
We must ensure that we use exact entity ids: artifact: art_0, service: svc_0, flag: flag_0.
Thus JSON array:
[
{"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"}}
]
Check that each tool id matches catalog: build_art_0, publish_art_0, set_flag_0, advance_0, advance_1, advance_2, advance_3. Yes.
All preconditions satisfied at time of call.
Thus output just 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 |