Record 3eeb356ece5148a8a33d34ca244b6e6c
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:
- billing-0 is currently down (not yet provisioned).
- notifier-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 '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 (notifier-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: 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_2 | name: deploy | params: service: service
Deploy a service, moving it from 'configured' to 'deployed'. Precondition: the service must currently be 'configured'.
- 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_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: set_flag_0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- 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_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: 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: decoy_0 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (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'.
- 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: 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_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.
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": "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": "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": "advance_3", "args": {"service": "svc_0"}}
]
Reasoning
Model reasoning
We need to produce a sequence of tool calls leading to billing-0 healthy.
Goal: service 'billing-0' (svc_0) must be at least healthy.
Current state:
- billing-0 is down (not yet provisioned). So we need to go through states: down -> provisioned -> configured -> deployed -> healthy.
Provision uses advance_0 (provision): moves from down to provisioned. Precondition: service must be down. Good.
Configure uses advance_1 (configure): from provisioned to configured. Precondition: service must be configured? Wait description: "Configure a service, moving it from 'provisioned' to 'configured'. Precondition: the service must currently be 'provisioned'." Yes.
Deploy uses advance_2 (deploy): from configured to deployed. Precondition: service must be configured.
Health-check uses advance_3 (health-check): from deployed to healthy. Precondition: service must be deployed AND requires depth_flag_4 flag set AND requires art_0 artifact published.
Thus before health-check we need depth_flag_4 true and art_0 published.
Now flags hierarchy:
depth_flag_4 depends on depth_flag_3 (requires depth_flag_3 first). Actually set_depth_flag_4 precondition: it must be false, requires depth_flag_3 flag first.
Depth_flag_3 requires depth_flag_2 first.
Depth_flag_2 requires depth_flag_1 first.
Depth_flag_1 requires depth_flag_0 first.
Depth_flag_0 requires flag_0 first.
Flag_0 can be set directly via set_flag_0 (no prerequisites).
So chain: set_flag_0 (flag_0) -> set_depth_flag_0 (depth_flag_0) -> set_depth_flag_1 (depth_flag_1) -> set_depth_flag_2 (depth_flag_2) -> set_depth_flag_3 (depth_flag_3) -> set_depth_flag_4 (depth_flag_4).
Also note there are duplicate flag entries: flag_0 (maintenance_window_open) etc but they gave mapping: 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). There's duplication but irrelevant.
We also have other flags like flag_1 (secrets_synced) maybe needed elsewhere? Not required.
Additionally, we need to publish artifact art_0. To publish, we need to build it first: build_art_0 builds from absent to built. Then publish_art_0 publishes from built to published.
Precondition for build_art_0: artifact must be absent. Currently release-image artifact does not exist yet => absent. Good.
After building, we can publish.
Thus overall steps:
1. build_art_0 (build artifact)
2. publish_art_0 (publish artifact)
3. provision svc_0 (advance_0)
4. configure svc_0 (advance_1)
5. deploy svc_0 (advance_2)
6. set_flag_0 (set flag_0)
7. set_depth_flag_0 (set depth_flag_0)
8. set_depth_flag_1 (set depth_flag_1)
9. set_depth_flag_2 (set depth_flag_2)
10. set_depth_flag_3 (set depth_flag_3)
11. set_depth_flag_4 (set depth_flag_4)
12. health-check svc_0 (advance_3)
Check each precondition at time of call.
Let's simulate.
Initial state:
- art_0 absent.
- svc_0 down.
- all flags false.
Step1: build_art_0: precondition artifact absent -> ok. After: art_0 built.
Step2: publish_art_0: precondition artifact built -> ok. After: art_0 published.
Step3: advance_0 provision svc_0: precondition svc_0 down -> ok. After: svc_0 provisioned.
Step4: advance_1 configure svc_0: precondition svc_0 provisioned -> ok. After: svc_0 configured.
Step5: advance_2 deploy svc_0: precondition svc_0 configured -> ok. After: svc_0 deployed.
Step6: set_flag_0 flag_0: precondition flag_0 false -> ok. After: flag_0 true.
Step7: set_depth_flag_0 depth_flag_0: precondition depth_flag_0 false, requires flag_0 true -> ok. After: depth_flag_0 true.
Step8: set_depth_flag_1 depth_flag_1: precondition depth_flag_1 false, requires depth_flag_0 true -> ok. After: depth_flag_1 true.
Step9: set_depth_flag_2 depth_flag_2: precondition depth_flag_2 false, requires depth_flag_1 true -> ok. After: depth_flag_2 true.
Step10: set_depth_flag_3 depth_flag_3: precondition depth_flag_3 false, requires depth_flag_2 true -> ok. After: depth_flag_3 true.
Step11: set_depth_flag_4 depth_flag_4: precondition depth_flag_4 false, requires depth_flag_3 true -> ok. After: depth_flag_4 true.
Step12: advance_3 health-check svc_0: precondition svc_0 deployed, requires depth_flag_4 true, requires art_0 published. All satisfied. After: svc_0 healthy.
Goal achieved.
All within 24 calls (12). Need to output JSON array with objects {"tool": "<tool id>", "args": {...}}.
Tool IDs as given in catalog: e.g., "build_art_0", "publish_art_0", "advance_0", "advance_1", "advance_2", "set_flag_0", "set_depth_flag_0", "set_depth_flag_1", "set_depth_flag_2", "set_depth_flag_3", "set_depth_flag_4", "advance_3".
Make sure args: For provision/configure/deploy/health-check: param "service": service id (svc_0). For build/publish artifact: param "artifact": artifact id (art_0). For set_flag: param "flag": flag id (e.g., flag_0, depth_flag_0, etc.)
Note: There are two flags named maintenance_window_open: flag_0 and depth_flag_3 both map to same name but different IDs. We'll use as per IDs.
Thus final JSON array.
Let's craft.
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 |