Record 59b29efe7a6244648ccd9abd3128c8d9
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:
- auth-api-0 is currently down (not yet provisioned).
- notifier-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 'auth-api-0' must reach at least the 'deployed' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (auth-api-0), svc_1 (notifier-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: 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_0 | name: provision | params: service: service
Provision a service, moving it from 'down' to 'provisioned'. Precondition: the service must currently be 'down'.
- id: advance_2 | name: deploy | params: service: service
Deploy a service, moving it from 'configured' to 'deployed'. Precondition: the service must currently be 'configured'. Requires the flag_0 flag to be set. Requires the art_0 artifact to be published.
- 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: 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 12 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"}}
]
Reasoning
Model reasoning
We need to produce a JSON array of tool calls that will achieve the goal: service 'auth-api-0' must reach at least 'deployed' state. Use exact entity IDs: services svc_0 (auth-api-0), svc_1 (notifier-1); artifacts art_0 (release-image), art_1 (db-migration); flags flag_0 (maintenance_window_open), flag_1 (secrets_synced).
Current state: auth-api-0 is down (not provisioned). notifier-1 is 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 'auth-api-0' must reach at least 'deployed' state. That means we need to provision it, configure it, then deploy it. Deploy requires service to be configured, flag_0 true, and art_0 published. Also need artifact built and published. Build artifact requires artifact absent. Then publish artifact requires artifact built. Then set flag_0 to true (requires currently false). Also need to maybe configure service: provision -> configure -> deploy. Also need to maybe set other flags? Not needed.
We have at most 12 tool calls.
Let's outline steps:
1. build_art_0: build artifact art_0 (release-image). Precondition: artifact must be absent. It is absent, so okay.
2. publish_art_0: publish artifact art_0. Precondition: artifact must be built. After step 1, it's built, so okay.
3. set_flag_0: set flag_0 (maintenance_window_open) to true. Precondition: currently false. It is off, so okay.
4. advance_0: provision service svc_0 (auth-api-0). Precondition: service must be down. It is down, so okay.
5. advance_1: configure service svc_0. Precondition: service must be provisioned. After step 4, it's provisioned, so okay.
6. advance_2: deploy service svc_0. Precondition: service must be configured, flag_0 true, art_0 published. All satisfied after steps 2-3. So we can deploy.
That's 6 tool calls. We might also need to ensure notifier-1? Not required for goal. But maybe we need to set secrets_synced? Not required. The goal only mentions auth-api-0 deployed. So we can ignore notifier-1.
But we must ensure we don't exceed 12 calls; 6 is fine.
Check preconditions for each tool:
- build_art_0: artifact must be absent. It is absent. Good.
- publish_art_0: artifact must be built. After build, it's built. Good.
- set_flag_0: flag must be currently false. It's off. Good.
- advance_0: service must be down. It is down. Good.
- advance_1: service must be provisioned. After provision, it's provisioned. Good.
- advance_2: service must be configured, flag_0 true, art_0 published. After previous steps, yes.
Thus sequence works.
We need to output JSON array of objects with "tool": "<tool id>", "args": {...}. Use exact tool IDs: publish_art_0, set_flag_0, advance_0, advance_1, advance_2, build_art_0. Order must be from current state, so we need to order them accordingly.
The order we listed: build_art_0, publish_art_0, set_flag_0, advance_0, advance_1, advance_2.
Check that each tool ID matches catalog: build_art_0 is "build_artifact"? Actually catalog shows id: build_art_0 | name: build_artifact | params: artifact: artifact. So tool id is "build_art_0". Good.
publish_art_0 id: publish_art_0.
set_flag_0 id: set_flag_0.
advance_0 id: advance_0.
advance_1 id: advance_1.
advance_2 id: advance_2.
Now produce 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"}}
]
Make sure no extra whitespace? It's okay.
Return only JSON array, no extra text.
Realized dims
| dim | value |
|---|---|
| catalog_size | 8.0 |
| 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 | 6.0 |
| 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 | 3.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |