Record 532425b4dc254bb3b08d8d32aa0a7d16
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:
- webhooks-0 is currently down (not yet provisioned).
- cache-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.
- The secrets_synced flag is off.
GOAL (all conditions must hold at the end):
- service 'webhooks-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (webhooks-0), svc_1 (cache-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), depth_flag_4 (secrets_synced)
TOOL CATALOG:
- 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: 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'.
- 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_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_4 flag to be set. Requires the art_0 artifact to be published.
- id: set_depth_flag_4 | name: set_flag | params: flag: flag
Set the depth_flag_4 flag to true. Precondition: it must currently be false. Requires the depth_flag_3 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: 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_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_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'.
- 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.
- 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'.
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 24 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":"set_depth_flag_2","args":{"flag":"depth_flag_2"}},
{"tool":"set_depth_flag_3","args":{"flag":"depth_flag_3"}},
{"tool":"set_depth_flag_4","args":{"flag":"depth_flag_4"}},
{"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 webhooks-0 healthy.
Goal: service 'webhooks-0' must reach at least the 'healthy' state.
Current state: webhooks-0 is down (not yet provisioned). So we need to go through states: down -> provisioned -> configured -> deployed -> healthy.
Provision uses advance_0 with service param = svc_0? Actually entity IDs: Services: svc_0 (webhooks-0), svc_1 (cache-1). Tools have parameter "service: service". We'll pass appropriate service ID.
Thus steps:
1. advance_0 (provision) on svc_0 => moves from down to provisioned.
Precondition: service must be down. Yes.
Now after step1, webhooks-0 is provisioned.
2. advance_1 (configure) on svc_0 => requires service currently provisioned. Good.
After step2, webhooks-0 configured.
3. advance_2 (deploy) on svc_0 => requires service currently configured. After step2 yes.
After step3, webhooks-0 deployed.
But before health-check we need certain flags and artifacts per advance_3 (health-check): requires depth_flag_4 flag set AND art_0 artifact published.
So we need to ensure those prerequisites before health-check.
Also note there are other flags like maintenance_window_open etc but they might not be needed directly except as dependencies for setting deeper flags.
Let's examine flag hierarchy:
depth_flag_0 depends on flag_0 (maintenance_window_open?) Wait mapping: Flags list includes 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), depth_flag_4 (secrets_synced).
Interesting duplication: There's both flag_0 and depth_flag_3 named same concept maybe different layers.
Set_flag_0 sets flag_0 (maintenance_window_open). No precondition besides being false.
set_depth_flag_0 sets depth_flag_0 (feature_gate_on) requiring flag_0 first.
set_depth_flag_1 sets depth_flag_1 (backup_taken) requiring depth_flag_0 first.
set_depth_flag_2 sets depth_flag_2 (quota_raised) requiring depth_flag_1 first.
set_depth_flag_3 sets depth_flag_3 (maintenance_window_open) requiring depth_flag_2 first.
set_depth_flag_4 sets depth_flag_4 (secrets_synced) requiring depth_flag_3 first.
Thus chain: flag_0 -> depth_flag_0 -> depth_flag_1 -> depth_flag_2 -> depth_flag_3 -> depth_flag_4.
All start false presumably. Need to set them sequentially.
Additionally, health-check also requires art_0 artifact published.
We need to build and publish art_0.
Build artifact: build_art_0 (build artifact) requires artifact absent. Currently release-image artifact does not exist yet (absent). So we can run build_art_0 then publish_art_0.
Publish artifact: publish_art_0 requires artifact built.
Thus steps: build_art_0, publish_art_0.
Now ordering: Could do flag chain interleaved with artifact building, doesn't matter.
Need to respect max 24 calls, fine.
Sequence:
1. advance_0 (provision svc_0)
2. advance_1 (configure svc_0)
3. advance_2 (deploy svc_0)
At this point service deployed.
But health-check later will require depth_flag_4 and art_0 published. Let's get those ready earlier perhaps before deploying? Not required by deploy, only health-check needs them. But could set flags anytime when preconditions satisfied.
Flag chain preconditions: each set_* requires previous flag set.
Start: all flags false.
To set flag_0: set_flag_0 (no precondition aside from false). Then set_depth_flag_0 requires flag_0 true. Then set_depth_flag_1 requires depth_flag_0 true. Then set_depth_flag_2 requires depth_flag_1 true. Then set_depth_flag_3 requires depth_flag_2 true. Then set_depth_flag_4 requires depth_flag_3 true.
Thus we need six set_flag calls.
Potentially we could interleave with artifact steps.
Now final step: advance_3 (health-check svc_0) requires service deployed, depth_flag_4 true, art_0 published.
Thus after we have done all prerequisite flags and artifact publishing, we can health-check.
Check if any other constraints: health-check also requires depth_flag_4 flag set (we will set) and art_0 artifact published.
No other preconditions.
Thus overall plan:
Steps:
1. advance_0 (svc_0) // provision
2. advance_1 (svc_0) // configure
3. advance_2 (svc_0) // deploy
4. set_flag_0 (flag_0) // maintenance_window_open
5. set_depth_flag_0 (depth_flag_0) // feature_gate_on
6. set_depth_flag_1 (depth_flag_1) // backup_taken
7. set_depth_flag_2 (depth_flag_2) // quota_raised
8. set_depth_flag_3 (depth_flag_3) // maintenance_window_open (again)
9. set_depth_flag_4 (depth_flag_4) // secrets_synced
10. build_art_0 (artifact art_0)
11. publish_art_0 (artifact art_0)
12. advance_3 (svc_0) // health-check
That's 12 calls.
Check preconditions at each step given evolving state.
Initial state: webhooks-0 down, cache-1 down, artifacts absent, flags false.
Step1: advance_0 svc_0 precondition: service down. True. After: svc_0 provisioned.
Step2: advance_1 svc_0 precondition: service provisioned. True. After: configured.
Step3: advance_2 svc_0 precondition: service configured. True. After: deployed.
Step4: set_flag_0 flag_0 precondition: flag_0 false. Initially false. After: true.
Step5: set_depth_flag_0 depth_flag_0 precondition: depth_flag_0 false, requires flag_0 true. Now flag_0 true, ok. After: depth_flag_0 true.
Step6: set_depth_flag_1 depth_flag_1 precondition: depth_flag_1 false, requires depth_flag_0 true. OK. After true.
Step7: set_depth_flag_2 depth_flag_2 precondition: depth_flag_2 false, requires depth_flag_1 true. OK. After true.
Step8: set_depth_flag_3 depth_flag_3 precondition: depth_flag_3 false, requires depth_flag_2 true. OK. After true.
Step9: set_depth_flag_4 depth_flag_4 precondition: depth_flag_4 false, requires depth_flag_3 true. OK. After true.
Step10: build_art_0 artifact art_0 precondition: artifact absent. Initially absent. After: built.
Step11: publish_art_0 artifact art_0 precondition: artifact built. After step10 built true. After: published.
Step12: advance_3 svc_0 precondition: service deployed, depth_flag_4 true, art_0 published. All satisfied. After: healthy.
Goal achieved.
Check duplicate flag names: flag_0 and depth_flag_3 both named maintenance_window_open but separate. That's fine.
We used exactly the tool IDs as given.
Make sure to output JSON array with objects containing "tool" and "args". Args keys: For provision/configure/deploy/health-check: "service": "<service id>" e.g., "svc_0". For set_flag: "flag": "<flag id>" where flag IDs correspond to entity IDs: flag_0, depth_flag_0,... as listed. For build_artifact/publish_artifact: "artifact": "<artifact id>" i.e., "art_0".
Thus produce:
[
{"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":"set_depth_flag_2","args":{"flag":"depth_flag_2"}},
{"tool":"set_depth_flag_3","args":{"flag":"depth_flag_3"}},
{"tool":"set_depth_flag_4","args":{"flag":"depth_flag_4"}},
{"tool":"build_art_0","args":{"artifact":"art_0"}},
{"tool":"publish_art_0","args":{"artifact":"art_0"}},
{"tool":"advance_3","args":{"service":"svc_0"}}
]
Check count: 12 <=24.
Return only JSON array.
Realized dims
| dim | value |
|---|---|
| catalog_size | 14.0 |
| chain_length | 8.0 |
| 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 | 12.0 |
| 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 | 9.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |