Record 491dd2d492b3452e8a56dae177af2200
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:
- cache-0 is currently down (not yet provisioned).
- auth-api-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.
GOAL (all conditions must hold at the end):
- service 'cache-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (cache-0), svc_1 (auth-api-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)
TOOL CATALOG:
- 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: 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: set_flag_0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- 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: 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_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: 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.
- 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_1 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: advance_1 | name: configure | params: service: service
Configure a service, moving it from 'provisioned' to 'configured'. Precondition: the service must currently be 'provisioned'.
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 18 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":"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 cache-0 healthy.
Goal: service 'cache-0' (svc_0) must be at least healthy.
Current state:
- cache-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 precondition service must be down.
Configure uses advance_1 (name: configure) precondition service must be provisioned.
Deploy uses advance_2 (name: deploy) precondition service must be configured.
Health-check uses advance_3 (name: health-check) precondition service must be deployed AND requires depth_flag_1 flag set AND requires art_0 artifact to be published.
Thus before health-check we need depth_flag_1 true, which depends on depth_flag_0 true via set_depth_flag_1 requiring depth_flag_0 first. And depth_flag_0 requires flag_0 (maintenance_window_open) first? Actually description: set_depth_flag_0 sets depth_flag_0 flag to true, precondition: it must currently be false. Requires the flag_0 flag first. Means we need flag_0 already true before setting depth_flag_0.
Similarly set_depth_flag_1 requires depth_flag_0 flag first.
So steps:
Set flag_0 (maintenance_window_open) using set_flag_0 (id: set_flag_0).
Then set depth_flag_0 using set_depth_flag_0 (id: set_depth_flag_0).
Then set depth_flag_1 using set_depth_flag_1 (id: set_depth_flag_1).
Now also need art_0 artifact published. Artifact initially absent. Need to build then publish.
Build artifact art_0: build_art_0 (id: build_art_0) precondition artifact absent.
Publish artifact art_0: publish_art_0 (id: publish_art_0) precondition artifact built.
Now after those, we can do health-check on svc_0.
But we also need to get svc_0 to deployed state before health-check.
Sequence:
Start: svc_0 down.
1. advance_0 (provision) svc_0 => provisioned.
2. advance_1 (configure) svc_0 => configured.
3. advance_2 (deploy) svc_0 => deployed.
4. Then health-check (advance_3) svc_0 => healthy, but only if depth_flag_1 true and art_0 published.
Thus we need to ensure flags and artifact done before health-check. They can be done earlier or interleaved as long as preconditions satisfied.
Check each tool's preconditions:
- advance_0: service down. Initially down, ok.
- advance_1: service provisioned. After step1 ok.
- advance_2: service configured. After step2 ok.
- set_flag_0: flag_0 false initially. Ok.
- set_depth_flag_0: depth_flag_0 false initially, requires flag_0 true. So after set_flag_0.
- set_depth_flag_1: depth_flag_1 false initially, requires depth_flag_0 true. So after set_depth_flag_0.
- build_art_0: artifact absent initially. Ok.
- publish_art_0: artifact built after build_art_0.
- advance_3: health-check: service deployed, depth_flag_1 true, art_0 published.
Thus we need to have all those preconditions satisfied before calling advance_3.
Potential ordering: We could do provision/configure/deploy first, then flags and artifact, then health-check. Or intermix.
Let's propose:
[
{"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":"build_art_0","args":{"artifact":"art_0"}},
{"tool":"publish_art_0","args":{"artifact":"art_0"}},
{"tool":"advance_3","args":{"service":"svc_0"}}
]
That's 9 calls, within limit.
Check preconditions at each point:
After advance_0: svc_0 provisioned.
After advance_1: svc_0 configured.
After advance_2: svc_0 deployed.
After set_flag_0: flag_0 true.
After set_depth_flag_0: depth_flag_0 true (requires flag_0 true, ok).
After set_depth_flag_1: depth_flag_1 true (requires depth_flag_0 true, ok).
After build_art_0: art_0 built.
After publish_art_0: art_0 published.
Now advance_3: service deployed true, depth_flag_1 true, art_0 published true. All good.
Thus final state: svc_0 healthy.
Goal satisfied.
We should output JSON array exactly as specified.
No extra text.
Realized dims
| dim | value |
|---|---|
| catalog_size | 11.0 |
| chain_length | 5.0 |
| 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 | 9.0 |
| 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 | 6.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |