Record 2107d3286cac4352b6d648f14e8a72d3
PASSVerdict and provenance first; raw prompt/response/reasoning below, collapsed.
✓PASSanswered "[{"tool":"build_art_0","args":{"artifact":"art_0"}},{"tool":"publish_art_0","..."
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 'healthy' 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: 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_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: decoy_0 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (Has no effect on deployment state.)
- 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: 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_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 flag_0 flag to be set. Requires the art_0 artifact to be published.
- 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: 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'.
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 14 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"}},{"tool":"advance_3","args":{"service":"svc_0"}}]
Reasoning
Model reasoning
We need to produce a sequence of tool calls leading to billing-0 healthy.
Current state:
- billing-0 (svc_0) is down.
- webhooks-1 (svc_1) down.
- release-image artifact (art_0) absent? It says does not exist yet => absent.
- db-migration artifact (art_1) absent.
- maintenance_window_open flag (flag_0) off (false).
- secrets_synced flag (flag_1) off (false).
Goal: service billing-0 must reach at least healthy.
To get healthy we need to go through states: down -> provisioned -> configured -> deployed -> healthy via health-check which requires flag_0 true and art_0 published.
Thus steps:
1. Build artifact art_0 (build_art_0) - precondition: artifact absent (true now).
2. Publish artifact art_0 (publish_art_0) - precondition: built.
3. Set flag_0 (set_flag_0) - precondition: false.
4. Provision service svc_0 (advance_0) - precondition: down.
5. Configure service svc_0 (advance_1) - precondition: provisioned.
6. Deploy service svc_0 (advance_2) - precondition: configured.
7. Health-check service svc_0 (advance_3) - precondition: deployed, flag_0 true, art_0 published.
That's 7 steps.
Check if any other dependencies like maybe need to also have something else? No.
Make sure each step uses correct IDs.
Tool IDs mapping:
- build_art_0: id: build_art_0
- publish_art_0: id: publish_art_0
- set_flag_0: id: set_flag_0
- advance_0: id: advance_0 (provision)
- advance_1: id: advance_1 (configure)
- advance_2: id: advance_2 (deploy)
- advance_3: id: advance_3 (health-check)
Args format: For each tool, param names as given: e.g., build_artifact expects artifact: artifact. So args: {"artifact": "art_0"} etc.
Provision expects service: service. Args: {"service": "svc_0"}
Configure same.
Deploy same.
Health-check same.
Set_flag expects flag: flag. Args: {"flag": "flag_0"}
Now output JSON array with objects.
Let's construct:
[
{"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"}},
{"tool":"advance_3","args":{"service":"svc_0"}}
]
Check preconditions after each step.
Start: art_0 absent, flag_0 false, svc_0 down.
After build_art_0: art_0 becomes built.
After publish_art_0: art_0 becomes published.
After set_flag_0: flag_0 true.
After advance_0: svc_0 provisioned.
After advance_1: svc_0 configured.
After advance_2: svc_0 deployed.
After advance_3: svc_0 healthy (requires flag_0 true and art_0 published, both satisfied). Good.
All within limit 14.
Return only JSON array.
Realized dims
| dim | value |
|---|---|
| catalog_size | 9.0 |
| 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 | 7.0 |
| 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 | 4.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |