Record e244c74bc2cc4fec8fb483bb61b321ac
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).
- 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 'billing-0' must reach at least the 'deployed' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (billing-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: 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: 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: 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_1 | name: configure | params: service: service
Configure a service, moving it from 'provisioned' to 'configured'. Precondition: the service must currently be 'provisioned'.
- 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: decoy_0 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (Has no effect on deployment state.)
- 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: 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":"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 'billing-0' must reach at least the 'deployed' state. The current state: billing-0 is down (not yet provisioned). cache-1 is down. release-image artifact does not exist yet. db-migration artifact does not exist yet. maintenance_window_open flag is off. secrets_synced flag is off.
We have tools:
- build_art_0: build artifact (artifact: artifact). Moves artifact from absent to built. Precondition: artifact must be absent. So we can build release-image (art_0) and db-migration (art_1?) Actually art_0 is release-image, art_1 is db-migration. So we can build art_0 (release-image) and art_1 (db-migration). But we need to build both? The goal only mentions service billing-0 must be deployed. To deploy a service, we need the service to be configured, which requires provisioning, which requires service to be down (which it is). Also need flag_0 (maintenance_window_open) to be set. Also need art_0 artifact to be published. So we need to build art_0, then publish it, then set flag_0, then provision service, then configure service, then deploy service.
But also need db-migration artifact? Not sure if needed for deployment of billing-0. Possibly not required. But maybe the deployment process expects both artifacts? The description of advance_2 (deploy) says: Requires the flag_0 flag to be set. Requires the art_0 artifact to be published. It does not mention db-migration. So we only need art_0 (release-image). The db-migration artifact may be irrelevant but maybe needed for something else. Not required for goal.
We also have flags: flag_0 (maintenance_window_open) must be set to true. Currently off. There's a tool set_flag_0 that sets flag_0 to true, precondition: currently false. So we can set it.
We also have provision (advance_0) that moves service from down to provisioned. precondition: service must be down. billing-0 is down, so we can provision it.
Then configure (advance_1) moves from provisioned to configured. precondition: service must be provisioned.
Then deploy (advance_2) moves from configured to deployed. precondition: service must be configured, flag_0 must be set, art_0 must be published.
Thus sequence:
1. build_art_0 with artifact: art_0 (release-image). (artifact was absent, now built)
2. publish_art_0 with artifact: art_0. (artifact must be built, now published)
3. set_flag_0 with flag: flag_0. (currently false, now true)
4. advance_0 with service: svc_0 (billing-0). (service must be down, now provisioned)
5. advance_1 with service: svc_0. (service must be provisioned, now configured)
6. advance_2 with service: svc_0. (service must be configured, flag_0 true, art_0 published, now deployed)
That's 6 tool calls. All preconditions satisfied sequentially.
We must output JSON array of objects with "tool": "<tool id>", "args": {...}. Use exact tool ids: build_art_0, publish_art_0, set_flag_0, advance_0, advance_1, advance_2. Params: artifact: artifact (the entity id). For set_flag_0, param: flag: flag (entity id). For advance_0, param: service: service (entity id). So we need to use entity ids: art_0, flag_0, svc_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"}}
]
Check that each tool id matches catalog: build_art_0, publish_art_0, set_flag_0, advance_0, advance_1, advance_2. Yes.
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 |