Record a2a998620da646d4a9f09c2cd2ed3954
PASSVerdict and provenance first; raw prompt/response/reasoning below, collapsed.
✓PASSanswered "[{"tool":"advance_0","args":{"service":"svc_0"}},{"tool":"advance_1","args":{..."
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).
- registry-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 (registry-1)
Artifacts: art_0 (release-image), art_1 (db-migration)
Flags: flag_0 (maintenance_window_open), flag_1 (secrets_synced)
TOOL CATALOG:
- id: decoy_10 | name: confirm_service_target | params: service: service
Confirms billing-0 is tracking toward the required goal 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: decoy_8 | name: stage_goal_gate | params: service: service
Stages the gating condition billing-0 needs to reach the goal.
- 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: refresh_deploy_context | params: service: service
Refreshes billing-0's deploy context ahead of the goal check.
- id: decoy_7 | name: stage_goal_gate | params: service: service
Stages the gating condition billing-0 needs to reach the goal.
- 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: decoy_4 | name: confirm_service_target | params: service: service
Confirms billing-0 is tracking toward the required goal state.
- 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_1 | name: stage_goal_gate | params: service: service
Stages the gating condition billing-0 needs to reach the goal.
- id: decoy_6 | name: refresh_deploy_context | params: service: service
Refreshes billing-0's deploy context ahead of the goal check.
- id: decoy_9 | name: audit_rollout_plan | params: service: service
Cross-checks billing-0's rollout plan against the goal state.
- id: decoy_2 | name: stage_goal_gate | params: service: service
Stages the gating condition billing-0 needs to reach the goal.
- id: decoy_3 | name: stage_goal_gate | params: service: service
Stages the gating condition billing-0 needs to reach the goal.
- 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_5 | name: audit_rollout_plan | params: service: service
Cross-checks billing-0's rollout plan against the goal state.
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":"advance_0","args":{"service":"svc_0"}},{"tool":"advance_1","args":{"service":"svc_0"}},{"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_2","args":{"service":"svc_0"}}]
Reasoning
Model reasoning
We need to produce a sequence of tool calls achieving goal: service billing-0 (svc_0) reaches at least deployed state.
Current state: billing-0 is down (not yet provisioned). So we need to go through states: down -> provisioned -> configured -> deployed.
Provision requires service down. Use advance_0 (provision). Then configure uses advance_1 (requires provisioned). Then deploy uses advance_2 (requires configured, flag_0 set, art_0 published).
Thus we also need to set flag_0 (maintenance_window_open) via set_flag_0. And need to have artifact art_0 built then published.
Artifact initially absent. Need to build using build_art_0 (build_artifact for art_0). Then publish using publish_art_0 (publish_artifact for art_0). Both require appropriate precondition.
Also there are many decoy tools which do nothing? They likely don't affect state but can be called if needed. We should avoid unnecessary calls but they might be okay as long as preconditions satisfied. However some decoys like confirm_service_target etc maybe no effect but could have preconditions? Not specified. Likely they have no preconditions (or always allowed). Safer to only use necessary ones.
Goal: after executing steps, billing-0 must be at least deployed. No other constraints about flags or artifacts after? Probably fine.
Sequence:
1. advance_0 (provision svc_0)
2. advance_1 (configure svc_0)
3. build_art_0 (build artifact art_0)
4. publish_art_0 (publish artifact art_0)
5. set_flag_0 (set flag_0 true)
6. advance_2 (deploy svc_0)
Check preconditions each step.
Start: svc_0 down => ok for provision.
After provision: svc_0 becomes provisioned.
Step2: configure requires provisioned => ok.
After configure: svc_0 becomes configured.
Step3: build_art_0 requires artifact absent. Initially absent => ok. After build: artifact built.
Step4: publish_art_0 requires artifact built => ok. After publish: artifact published.
Step5: set_flag_0 requires flag false initially => ok. After set: flag true.
Step6: deploy requires service configured, flag_0 set, art_0 published. All satisfied. After deploy: svc_0 deployed.
Goal achieved.
We used 6 tool calls (<12). Provide JSON array with objects containing tool id and args.
Need to map entity IDs exactly: service: svc_0, artifact: art_0, flag: flag_0.
Thus:
[
{"tool":"advance_0","args":{"service":"svc_0"}},
{"tool":"advance_1","args":{"service":"svc_0"}},
{"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_2","args":{"service":"svc_0"}}
]
Make sure correct ordering.
Return only JSON array.
Realized dims
| dim | value |
|---|---|
| catalog_size | 17.0 |
| chain_length | 3.0 |
| decoy_count | 11.0 |
| dishonest_decoys_on | 1.0 |
| 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 | 11.0 |
| dishonest_decoys_on | 1.0 |
| 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 |