Record 4226f3e76d6f4f6692406b224f0bf978
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:
- scheduler-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.
- 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.
GOAL (all conditions must hold at the end):
- service 'scheduler-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (scheduler-0), svc_1 (webhooks-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)
TOOL CATALOG:
- 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: 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: 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_0 | name: provision | params: service: service
Provision a service, moving it from 'down' to 'provisioned'. Precondition: the service must currently be 'down'.
- 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: set_flag_0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- 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: 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: 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 depth_flag_3 flag to be set. Requires the art_0 artifact to be published.
- 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: 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: 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.
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 22 tool calls.
Response
[
{"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": "build_art_0", "args": {"artifact": "art_0"}},
{"tool": "publish_art_0", "args": {"artifact": "art_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 scheduler-0 healthy.
Goal: service scheduler-0 (svc_0) must be at least healthy.
Current state: scheduler-0 is down (not yet provisioned). So we need to go through states: down -> provisioned -> configured -> deployed -> healthy.
Provision uses advance_0 (provision) with precondition service down.
Configure uses advance_1 (configure) precondition service provisioned.
Deploy uses advance_2 (deploy) precondition service configured.
Health-check uses advance_3 (health-check) precondition service deployed AND requires depth_flag_3 flag set AND requires art_0 artifact published.
Thus before health-check we need:
- depth_flag_3 true.
- art_0 published.
Also note flags hierarchy: To set depth_flag_3 we need depth_flag_2 set first. Depth_flag_2 needs depth_flag_1 set first. Depth_flag_1 needs depth_flag_0 set first. Depth_flag_0 needs flag_0 (maintenance_window_open) set 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. So we need flag_0 true before setting depth_flag_0.
Flag_0 is maintenance_window_open flag. Currently off (false). We have set_flag_0 tool to set flag_0.
So steps:
1. set_flag_0 (set flag_0 true) - precondition flag_0 false (currently off).
Now flag_0 true.
2. set_depth_flag_0 (requires flag_0) - set depth_flag_0 true.
3. set_depth_flag_1 (requires depth_flag_0) - set depth_flag_1 true.
4. set_depth_flag_2 (requires depth_flag_1) - set depth_flag_2 true.
5. set_depth_flag_3 (requires depth_flag_2) - set depth_flag_3 true.
Now we have depth_flag_3 true.
6. Need to publish artifact art_0. Artifact initially absent. Must build then publish.
Build artifact art_0: build_art_0 (build_artifact) precondition artifact absent.
7. build_art_0.
8. publish_art_0 (publish_artifact) precondition artifact built.
Now artifact published.
9. Now handle service progression:
- Provision scheduler-0: advance_0 (provision) precondition service down.
10. advance_0 on svc_0.
- Configure: advance_1 (configure) precondition provisioned.
11. advance_1 on svc_0.
- Deploy: advance_2 (deploy) precondition configured.
12. advance_2 on svc_0.
- Health-check: advance_3 (health-check) precondition deployed, requires depth_flag_3 true and art_0 published.
We have those satisfied after steps 5 and 8.
13. advance_3 on svc_0.
That should achieve healthy.
Check if any other constraints: There's also webhooks-1 but irrelevant.
We used set_flag_0 etc. Ensure each tool exists: set_flag_0 is id: set_flag_0 (name set_flag). Yes.
Set depth flags: set_depth_flag_0 etc.
All good.
Total tool calls: 13.
Need to output JSON array of objects with tool and args.
Args: For set_flag_0: flag: flag_0 (the flag entity id). According to list: Flags: flag_0 (maintenance_window_open). So args {"flag": "flag_0"}.
Similarly set_depth_flag_0: flag: depth_flag_0.
Set_depth_flag_1: flag: depth_flag_1.
Set_depth_flag_2: flag: depth_flag_2.
Set_depth_flag_3: flag: depth_flag_3.
Build artifact: artifact: art_0.
Publish artifact: artifact: art_0.
Provision: service: svc_0.
Configure: service: svc_0.
Deploy: service: svc_0.
Health-check: service: svc_0.
Make sure ordering correct.
Let's construct JSON.
Realized dims
| dim | value |
|---|---|
| catalog_size | 13.0 |
| chain_length | 7.0 |
| 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 | 11.0 |
| 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 | 8.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |