Record 2d77b1d750704c69bbd258a6bd3cfb63
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).
- 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.
- The feature_gate_on flag is off.
- The backup_taken flag is off.
- The quota_raised flag is off.
- 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 (notifier-1)
Artifacts: art_0 (release-image), art_1 (db-migration)
Flags: flag_0 (maintenance_window_open), flag_1 (secrets_synced), depth_flag_0 (feature_gate_on), depth_flag_1 (backup_taken), depth_flag_2 (quota_raised), depth_flag_3 (maintenance_window_open), depth_flag_4 (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_2 | name: deploy | params: service: service
Deploy a service, moving it from 'configured' to 'deployed'. Precondition: the service must currently be 'configured'.
- 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_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 depth_flag_4 flag to be set. Requires the art_0 artifact to be published.
- id: set_depth_flag_4 | name: set_flag | params: flag: flag
Set the depth_flag_4 flag to true. Precondition: it must currently be false. Requires the depth_flag_3 flag first.
- 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: set_depth_flag_0 | name: set_flag | params: flag: flag
Set the depth_flag_0 flag to true. Precondition: it must currently be false. Requires the flag_0 flag first.
- id: set_depth_flag_2 | name: set_flag | params: flag: flag
Set the depth_flag_2 flag to true. Precondition: it must currently be false. Requires the depth_flag_1 flag first.
- 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: 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_depth_flag_3 | name: set_flag | params: flag: flag
Set the depth_flag_3 flag to true. Precondition: it must currently be false. Requires the depth_flag_2 flag first.
- 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_depth_flag_1 | name: set_flag | params: flag: flag
Set the depth_flag_1 flag to true. Precondition: it must currently be false. Requires the depth_flag_0 flag first.
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 24 tool calls.
Response
[
{"tool":"advance_0","args":{"service":"svc_0"}},
{"tool":"advance_1","args":{"service":"svc_0"}},
{"tool":"advance_2","args":{"service":"svc_0"}},
{"tool":"set_flag_0","args":{"flag":"flag_0"}},
{"tool":"set_depth_flag_0","args":{"flag":"depth_flag_0"}},
{"tool":"set_depth_flag_1","args":{"flag":"depth_flag_1"}},
{"tool":"set_depth_flag_2","args":{"flag":"depth_flag_2"}},
{"tool":"set_depth_flag_3","args":{"flag":"depth_flag_3"}},
{"tool":"set_depth_flag_4","args":{"flag":"depth_flag_4"}},
{"tool":"build_art_0","args":{"artifact":"art_0"}},
{"tool":"publish_art_0","args":{"artifact":"art_0"}},
{"tool":"advance_3","args":{"service":"svc_0"}}
]
Reasoning
Model reasoning
We need to produce a sequence of tool calls leading to billing-0 being healthy.
Goal: service 'billing-0' (svc_0) must reach at least the 'healthy' state.
Current state:
- billing-0 is down (not yet provisioned). So we need to go through states: down -> provisioned -> configured -> deployed -> healthy.
Provision uses advance_0 (name: provision) with param service: service. Precondition: service must be down. Good.
Configure uses advance_1 (configure): moves from provisioned to configured. Precondition: service must be provisioned.
Deploy uses advance_2 (deploy): moves from configured to deployed. Precondition: service must be configured.
Health-check uses advance_3 (health-check): moves from deployed to healthy. Precondition: service must be deployed AND requires depth_flag_4 flag to be set AND requires art_0 artifact to be published.
Thus before health-check we need:
- depth_flag_4 = true
- art_0 artifact published
Also note there are flags: flag_0 (maintenance_window_open), flag_1 (secrets_synced), depth_flag_0 (feature_gate_on), depth_flag_1 (backup_taken), depth_flag_2 (quota_raised), depth_flag_3 (maintenance_window_open), depth_flag_4 (secrets_synced).
Note duplicate names? Actually they gave entity IDs list: Flags: flag_0 (maintenance_window_open), flag_1 (secrets_synced), depth_flag_0 (feature_gate_on), depth_flag_1 (backup_taken), depth_flag_2 (quota_raised), depth_flag_3 (maintenance_window_open), depth_flag_4 (secrets_synced). So some duplicates but each distinct identifier.
Preconditions for setting flags:
- set_flag_0 sets flag_0 (maintenance_window_open) to true. Precondition: flag_0 currently false.
- set_depth_flag_0 sets depth_flag_0 (feature_gate_on) to true. Precondition: depth_flag_0 false, requires flag_0 first.
- set_depth_flag_1 sets depth_flag_1 (backup_taken) true. Precondition: depth_flag_1 false, requires depth_flag_0 first.
- set_depth_flag_2 sets depth_flag_2 (quota_raised) true. Precondition: depth_flag_2 false, requires depth_flag_1 first.
- set_depth_flag_3 sets depth_flag_3 (maintenance_window_open) true. Precondition: depth_flag_3 false, requires depth_flag_2 first.
- set_depth_flag_4 sets depth_flag_4 (secrets_synced) true. Precondition: depth_flag_4 false, requires depth_flag_3 first.
So chain: flag_0 -> depth_flag_0 -> depth_flag_1 -> depth_flag_2 -> depth_flag_3 -> depth_flag_4.
All start false presumably (since only given flags statuses: maintenance_window_open flag is off, secrets_synced flag is off, feature_gate_on flag is off, backup_taken flag is off, quota_raised flag is off, maintenance_window_open flag is off, secrets_synced flag is off). All off/false.
Thus we need to set them sequentially.
Now also need to publish art_0 artifact. Artifact initially absent. Need to build then publish.
Tools:
- build_art_0: builds artifact from absent to built. Precondition: artifact must be absent.
- publish_art_0: publishes artifact from built to published. Precondition: artifact must be built.
Thus steps: build_art_0 then publish_art_0.
Now overall plan:
1. Provision svc_0 (advance_0)
2. Configure svc_0 (advance_1)
3. Deploy svc_0 (advance_2)
- At this point we have service deployed.
But we still need flags and artifact ready before health-check.
We can interleave building/publishing and flag setting as long as preconditions satisfied.
Let's outline needed actions:
- Flag chain: set_flag_0 (flag_0)
- set_depth_flag_0 (depth_flag_0)
- set_depth_flag_1 (depth_flag_1)
- set_depth_flag_2 (depth_flag_2)
- set_depth_flag_3 (depth_flag_3)
- set_depth_flag_4 (depth_flag_4)
Each requires previous flag true.
- Build artifact: build_art_0
- Publish artifact: publish_art_0
Then health-check svc_0 (advance_3) requiring depth_flag_4 true and art_0 published.
Potential ordering: We could do flag chain first, then build/publish, then health-check after deploying.
But we need service deployed before health-check. So we should provision/configure/deploy early maybe before or after flags; doesn't matter as long as service is deployed when we call health-check.
Thus final sequence:
- advance_0 (provision svc_0)
- advance_1 (configure svc_0)
- advance_2 (deploy svc_0)
- set_flag_0 (flag_0)
- set_depth_flag_0 (depth_flag_0)
- set_depth_flag_1 (depth_flag_1)
- set_depth_flag_2 (depth_flag_2)
- set_depth_flag_3 (depth_flag_3)
- set_depth_flag_4 (depth_flag_4)
- build_art_0 (artifact)
- publish_art_0 (artifact)
- advance_3 (health-check svc_0)
Check preconditions:
At start: svc_0 down => ok for provision.
After provision: svc_0 provisioned.
After configure: svc_0 configured.
After deploy: svc_0 deployed.
Flag chain: all flags initially false, so set_flag_0 ok (requires flag_0 false). After set_flag_0, flag_0 true.
set_depth_flag_0 requires flag_0 true (yes) and depth_flag_0 false. OK.
set_depth_flag_1 requires depth_flag_0 true (now true) and depth_flag_1 false. OK.
set_depth_flag_2 requires depth_flag_1 true (now true) and depth_flag_2 false. OK.
set_depth_flag_3 requires depth_flag_2 true (now true) and depth_flag_3 false. OK.
set_depth_flag_4 requires depth_flag_3 true (now true) and depth_flag_4 false. OK.
Build artifact: artifact absent initially, so build_art_0 ok.
Publish artifact: after build, artifact built, so publish_art_0 ok.
Health-check: requires svc_0 deployed (yes), depth_flag_4 true (yes), art_0 published (yes). So ok.
Thus goal achieved.
We used 13 tool calls.
Need to output JSON array of objects with tool and args.
Tool IDs exactly as given: e.g., "advance_0", "advance_1", etc.
Args: For provision/configure/deploy/health-check: param "service": service entity id "svc_0". For set_flag_0: param "flag": flag entity id "flag_0". For set_depth_flag_0: param "flag": "depth_flag_0". Similarly others. For build_art_0: param "artifact": "art_0". For publish_art_0: param "artifact": "art_0".
Make sure correct naming.
Let's construct JSON:
[
{"tool":"advance_0","args":{"service":"svc_0"}},
{"tool":"advance_1","args":{"service":"svc_0"}},
{"tool":"advance_2","args":{"service":"svc_0"}},
{"tool":"set_flag_0","args":{"flag":"flag_0"}},
{"tool":"set_depth_flag_0","args":{"flag":"depth_flag_0"}},
{"tool":"set_depth_flag_1","args":{"flag":"depth_flag_1"}},
{"tool":"set_depth_flag_2","args":{"flag":"depth_flag_2"}},
{"tool":"set_depth_flag_3","args":{"flag":"depth_flag_3"}},
{"tool":"set_depth_flag_4","args":{"flag":"depth_flag_4"}},
{"tool":"build_art_0","args":{"artifact":"art_0"}},
{"tool":"publish_art_0","args":{"artifact":"art_0"}},
{"tool":"advance_3","args":{"service":"svc_0"}}
]
Check count: 13 <=24.
Return only JSON array.
Realized dims
| dim | value |
|---|---|
| catalog_size | 14.0 |
| chain_length | 8.0 |
| 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 | 12.0 |
| 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 | 9.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |