Record a0f4228cdff04b89b462f0f5bd9a8185
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:
- cache-0 is currently down (not yet provisioned).
- search-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 'cache-0' must reach at least the 'deployed' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (cache-0), svc_1 (search-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: 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: 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_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: 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'.
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 'cache-0' must reach at least 'deployed' state. Entity IDs: svc_0 (cache-0), svc_1 (search-1). Artifacts: art_0 (release-image), art_1 (db-migration). Flags: flag_0 (maintenance_window_open), flag_1 (secrets_synced).
Current state:
- cache-0 is down (not provisioned). So service state is 'down'? It says "cache-0 is currently down (not yet provisioned)". So its state is 'down'.
- search-1 is down (not provisioned). So also 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 'cache-0' must reach at least 'deployed' state.
We can only use tool calls with specific preconditions. Let's list them:
- 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'.
- 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.
- advance_0: name provision, params: service: service. Provision a service, moving it from 'down' to 'provisioned'. Precondition: the service must currently be 'down'.
- set_flag_0: name set_flag, params: flag: flag. Set the flag_0 flag to true. Precondition: it must currently be false.
- advance_1: name configure, params: service: service. Configure a service, moving it from 'provisioned' to 'configured'. Precondition: the service must currently be 'provisioned'.
- decoy_0: audit_logs (no effect)
- decoy_1: warm_cache (no effect)
- publish_art_0: publish_artifact, params: artifact: artifact. Publish the art_0 artifact (moves it from 'built' to 'published'). Precondition: the artifact must be 'built'.
We need to achieve 'deployed' state for svc_0. To deploy, we need service to be 'configured' first, then deploy. Actually deploy moves from 'configured' to 'deployed'. So we need to get to 'configured' state. To get to 'configured', we need to provision then configure. The flow: provision (down -> provisioned), configure (provisioned -> configured), deploy (configured -> deployed). Also need flag_0 set to true, and art_0 published.
We also need the artifact art_0 to be built and published. Build moves from absent to built; publish moves built to published. So we need to build then publish.
We also need flag_0 to be set to true. Currently it's off (false). So we can set_flag_0.
We also need the artifact to be built before publishing. So sequence: build_art_0, publish_art_0.
We also need to provision svc_0 (down -> provisioned). Then configure svc_0 (provisioned -> configured). Then deploy svc_0 (configured -> deployed). Also need flag_0 set before deploy (since deploy requires flag_0 set). Also need art_0 published before deploy.
Thus plan:
1. build_art_0 (artifact art_0). Precondition: artifact must be absent. It is absent, so okay.
2. publish_art_0 (artifact art_0). Precondition: artifact must be built. After step 1, it's built, so okay.
3. set_flag_0 (flag flag_0). Precondition: flag must be false. It is false, so okay.
4. provision svc_0 (service svc_0). Precondition: service must be down. It is down, so okay.
5. configure svc_0 (service svc_0). Precondition: service must be provisioned. After step 4, it's provisioned, so okay.
6. deploy svc_0 (service svc_0). Precondition: service must be configured, flag_0 must be set, art_0 must be published. All satisfied after steps 2 and 3.
Thus we have 6 tool calls. That's within 12.
We must output JSON array of objects with "tool": "<tool id>", "args": {...}. The tool IDs are given: build_art_0, publish_art_0, set_flag_0, advance_0 (provision), advance_1 (configure), advance_2 (deploy). Wait check: The tool IDs are:
- id: build_art_0 | name: build_artifact | params: artifact: artifact
- id: advance_2 | name: deploy | params: service: service
- id: advance_0 | name: provision | params: service: service
- id: set_flag_0 | name: set_flag | params: flag: flag
- id: advance_1 | name: configure | params: service: service
- id: publish_art_0 | name: publish_artifact | params: artifact: artifact
Thus we need to use these exact IDs.
Sequence:
1. {"tool":"build_art_0","args":{"artifact":"art_0"}}
2. {"tool":"publish_art_0","args":{"artifact":"art_0"}}
3. {"tool":"set_flag_0","args":{"flag":"flag_0"}}
4. {"tool":"advance_0","args":{"service":"svc_0"}}
5. {"tool":"advance_1","args":{"service":"svc_0"}}
6. {"tool":"advance_2","args":{"service":"svc_0"}}
Check preconditions: step 2 requires artifact built; after step1 it's built. Good.
Step 3 requires flag false; it's false initially. Good.
Step 4 requires service down; it's down. Good.
Step 5 requires service provisioned; after step4 it's provisioned. Good.
Step 6 requires service configured, flag_0 set, art_0 published. All satisfied.
Thus final JSON array of these 6 objects.
Make sure no extra whitespace? Probably fine.
Output only JSON array, no extra text.
Thus answer: JSON array with 6 objects in order.
Let's format:
[
{"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 it's valid JSON. No trailing commas. Provide exactly that.
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 |