Record 77a9bdcd8ffe4704ae9d54f283e8598b
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).
- webhooks-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 (webhooks-1)
Artifacts: art_0 (release-image), art_1 (db-migration)
Flags: flag_0 (maintenance_window_open), flag_1 (secrets_synced)
TOOL CATALOG:
- 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: 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: decoy_5 | name: sync_release_state | params: service: service
Reconciles billing-0's deployment metadata before rollout.
- id: decoy_17 | name: confirm_service_target | params: service: service
Confirms billing-0 is tracking toward the required goal 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'.
- id: decoy_1 | name: stage_goal_gate | params: service: service
Stages the gating condition billing-0 needs to reach the goal.
- id: decoy_18 | name: stage_goal_gate | params: service: service
Stages the gating condition billing-0 needs to reach the goal.
- id: decoy_9 | name: stage_goal_gate | params: service: service
Stages the gating condition billing-0 needs to reach the goal.
- id: decoy_11 | name: verify_goal_readiness | params: service: service
Confirms billing-0 is ready to satisfy the current goal.
- id: decoy_0 | name: sync_release_state | params: service: service
Reconciles billing-0's deployment metadata before rollout.
- id: decoy_15 | name: stage_goal_gate | params: service: service
Stages the gating condition billing-0 needs to reach the goal.
- id: decoy_4 | name: sync_release_state | params: service: service
Reconciles billing-0's deployment metadata before rollout.
- id: decoy_2 | name: audit_rollout_plan | params: service: service
Cross-checks billing-0's rollout plan against the goal state.
- id: decoy_8 | name: audit_rollout_plan | params: service: service
Cross-checks billing-0's rollout plan against the 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_14 | name: audit_rollout_plan | params: service: service
Cross-checks billing-0's rollout plan against the goal state.
- id: decoy_7 | name: audit_rollout_plan | params: service: service
Cross-checks billing-0's rollout plan against the goal state.
- id: decoy_6 | name: stage_goal_gate | params: service: service
Stages the gating condition billing-0 needs to reach the goal.
- id: decoy_10 | name: audit_rollout_plan | params: service: service
Cross-checks billing-0's rollout plan against the goal state.
- id: decoy_16 | name: verify_goal_readiness | params: service: service
Confirms billing-0 is ready to satisfy the current goal.
- id: decoy_3 | name: verify_goal_readiness | params: service: service
Confirms billing-0 is ready to satisfy the current goal.
- 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_13 | name: audit_rollout_plan | params: service: service
Cross-checks billing-0's rollout plan against the goal state.
- id: decoy_12 | 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":"set_flag_0","args":{"flag":"flag_0"}},{"tool":"build_art_0","args":{"artifact":"art_0"}},{"tool":"publish_art_0","args":{"artifact":"art_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: services both down. Artifacts absent. Flags off.
Goal: billing-0 deployed.
To get there we need:
- Provision service -> moves from down to provisioned (advance_0 with service=svc_0). Then configure (advance_1) then deploy (advance_2).
Deploy requires flag_0 set (maintenance_window_open) and artifact art_0 published.
Thus steps:
1. Provision billing-0: advance_0 on svc_0.
2. Configure billing-0: advance_1 on svc_0.
- Need precondition: service must be provisioned after step1.
3. Ensure flag_0 set: set_flag_0 on flag_0.
4. Build artifact art_0: build_art_0 on artifact art_0 (precondition absent).
5. Publish artifact art_0: publish_art_0 on artifact art_0 (requires built).
6. Deploy billing-0: advance_2 on svc_0 (requires configured, flag_0 set, artifact published).
That's six calls.
Check if any other constraints? No mention of needing anything else like webhooks etc. So fine.
But note: There are many decoy tools but they have no effect? They might have preconditions maybe not satisfied. We can ignore them.
Make sure each tool exists: yes.
Now output JSON array of objects with tool and args.
Tool IDs as given strings exactly: e.g., "advance_0", "advance_1", "set_flag_0", "build_art_0", "publish_art_0", "advance_2".
Args: for provision/configure/deploy: service param = "svc_0". For set_flag_0: flag param = "flag_0". For build_art_0/publish_art_0: artifact param = "art_0".
Let's construct.
Sequence:
[
{"tool":"advance_0","args":{"service":"svc_0"}},
{"tool":"advance_1","args":{"service":"svc_0"}},
{"tool":"set_flag_0","args":{"flag":"flag_0"}},
{"tool":"build_art_0","args":{"artifact":"art_0"}},
{"tool":"publish_art_0","args":{"artifact":"art_0"}},
{"tool":"advance_2","args":{"service":"svc_0"}}
]
Check preconditions:
After first two: service goes down->provisioned->configured.
Flag initially off, set_flag_0 sets to true.
Artifact initially absent, build makes built, publish makes published.
Then deploy requires service configured (yes), flag_0 true, artifact published (yes). Good.
All within limit (<=12). Output only JSON.
Realized dims
| dim | value |
|---|---|
| catalog_size | 25.0 |
| chain_length | 3.0 |
| decoy_count | 19.0 |
| 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 | 19.0 |
| 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 |