Record 4bb06c8360db4a1dac8fe4d618f490b1
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).
- cache-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 (cache-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: 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'. Requires the flag_0 flag to be set. Requires the art_0 artifact to be published.
- 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: 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_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_flag_0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
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":"set_flag_0","args":{"flag":"flag_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"}}
]
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.
Current state:
- auth-api-0 is down (not provisioned). So its state is 'down' (or maybe 'not provisioned' but we have provision step to move from down to provisioned). The entity ID is svc_0.
- cache-1 is down (not provisioned). Entity ID svc_1.
- release-image artifact does not exist yet. So artifact art_0 is 'absent'.
- db-migration artifact does not exist yet. Not needed maybe.
- maintenance_window_open flag is off (false). That's flag_0.
- secrets_synced flag is off (false). That's flag_1.
Goal: service 'auth-api-0' must reach at least 'deployed' state.
To deploy a service, we need:
- service must be 'configured' (currently it's 'down', not provisioned). So we need to provision it first (move from down to provisioned). That requires tool advance_0 (provision) with service svc_0.
- Then we need to configure it (move from provisioned to configured). That requires tool advance_1 (configure) with service svc_0.
- Then we need to deploy it (move from configured to deployed). That requires tool advance_2 (deploy) with service svc_0. Preconditions: service must be 'configured', flag_0 must be set (true), and art_0 artifact must be published.
- To publish artifact, we need to build it first (build_artifact) then publish (publish_artifact). Build requires artifact to be absent (which it is). So we can build_artifact (build_art_0) with artifact art_0. Then publish_artifact (publish_art_0) with artifact art_0.
- Also need to set flag_0 to true (set_flag_0). Precondition: flag must be false currently, which it is.
Thus sequence:
1. build_artifact (build_art_0) with artifact art_0.
2. set_flag_0 (set_flag_0) with flag flag_0.
3. publish_artifact (publish_art_0) with artifact art_0.
4. provision service svc_0 (advance_0) with service svc_0.
5. configure service svc_0 (advance_1) with service svc_0.
6. deploy service svc_0 (advance_2) with service svc_0.
That's 6 tool calls. Could also optionally warm cache etc but not needed.
Check preconditions:
- build_artifact: artifact must be 'absent' -> true.
- set_flag_0: flag must be false -> true.
- publish_artifact: artifact must be 'published'? Actually precondition: artifact must be 'published'? Wait the description: "Publish the art_0 artifact (moves it from 'built' to 'published'). Precondition: the artifact must be 'built'." So after building, artifact is 'built', so can publish.
- provision: service must be 'down' -> true.
- configure: service must be 'provisioned' -> after provision, it becomes provisioned, so okay.
- deploy: service must be 'configured' -> after configure, it becomes configured, okay. Also requires flag_0 true (we set it) and art_0 published (we published). So all good.
Thus sequence works.
We must output JSON array of objects each with "tool": "<tool id>", "args": {...}. Use exact tool ids: build_art_0, set_flag_0, publish_art_0, advance_0, advance_1, advance_2.
Parameter names: artifact, service, flag.
Thus:
[
{"tool":"build_art_0","args":{"artifact":"art_0"}},
{"tool":"set_flag_0","args":{"flag":"flag_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"}}
]
Make sure JSON array only, no extra text. Ensure proper quoting.
Thus final answer.
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 |