Record 5d379a42ef8f438fa39619514e74a604
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:
- 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":"build_art_0","args":{"artifact":"art_0"}},
{"tool":"publish_art_0","args":{"artifact":"art_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":"advance_3","args":{"service":"svc_0"}}
]
Reasoning
Model reasoning
We need to produce a sequence of tool calls leading to service cache-0 reaching healthy state.
Current states:
- Services: both down (svc_0 cache-0, svc_1 auth-api-1) => they are down.
- Artifacts: absent (both release-image and db-migration absent? Actually only given: release-image artifact does not exist yet; db-migration artifact does not exist yet.) So both artifacts are absent.
- Flags: all off/maintenance_window_open false, secrets_synced false, feature_gate_on false, backup_taken false.
Goal: service 'cache-0' must reach at least the 'healthy' state.
To get a service to healthy we need to go through steps: down -> provisioned -> configured -> deployed -> healthy.
Provision uses advance_0 (provision): moves from down to provisioned. Precondition: service must be down.
Configure uses advance_1 (configure): moves from provisioned to configured. Precondition: service must be provisioned.
Deploy uses advance_2 (deploy): moves from configured to deployed. Precondition: service must be configured.
Health-check uses advance_3 (health-check): moves from deployed to healthy. Precondition: service must be deployed AND requires depth_flag_1 flag to be set AND requires art_0 artifact to be published.
Thus before health-check we need:
- Service cache-0 deployed.
- depth_flag_1 flag set (true).
- art_0 artifact published.
Now let's see how flags work.
Flag IDs: flag_0 = maintenance_window_open, flag_1 = secrets_synced, depth_flag_0 = feature_gate_on, depth_flag_1 = backup_taken.
Set_flag_0 sets flag_0 (maintenance_window_open) to true. Precondition: currently false.
set_depth_flag_0 sets depth_flag_0 (feature_gate_on) to true. Precondition: currently false. Requires flag_0 flag first (i.e., maintenance_window_open must be true).
set_depth_flag_1 sets depth_flag_1 (backup_taken) to true. Precondition: currently false. Requires depth_flag_0 flag first (i.e., feature_gate_on must be true).
Thus chain: set flag_0 -> set depth_flag_0 -> set depth_flag_1.
Also need artifact publishing: art_0 (release-image) needs to be built then published.
Build artifact: build_art_0 builds art_0 from absent to built. Precondition: artifact must be absent.
Publish artifact: publish_art_0 publishes art_0 from built to published. Precondition: artifact must be built.
Thus we need to do: build_art_0, publish_art_0.
Now also note there might be other constraints like maybe some services require certain flags? Not indicated.
Thus overall plan:
1. Provision svc_0 (advance_0 with service=svc_0)
2. Configure svc_0 (advance_1 with service=svc_0)
3. Deploy svc_0 (advance_2 with service=svc_0)
4. Build artifact art_0 (build_art_0)
5. Publish artifact art_0 (publish_art_0)
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. Health-check svc_0 (advance_3 with service=svc_0)
Check each precondition at time of execution.
Let's simulate.
Initial state:
- svc_0: down
- svc_1: down
- art_0: absent
- art_1: absent
- flag_0: false
- flag_1: false
- depth_flag_0: false
- depth_flag_1: false
Step1: advance_0 provision svc_0. Precondition: svc_0 down -> yes. After: svc_0 becomes provisioned.
State after step1: svc_0 provisioned.
Step2: advance_1 configure svc_0. Precondition: svc_0 provisioned -> yes. After: svc_0 configured.
Step3: advance_2 deploy svc_0. Precondition: svc_0 configured -> yes. After: svc_0 deployed.
Step4: build_art_0. Precondition: art_0 absent -> yes. After: art_0 built.
Step5: publish_art_0. Precondition: art_0 built -> yes. After: art_0 published.
Step6: set_flag_0. Precondition: flag_0 false -> yes. After: flag_0 true.
Step7: set_depth_flag_0. Precondition: depth_flag_0 false AND requires flag_0 true. flag_0 now true, so ok. After: depth_flag_0 true.
Step8: set_depth_flag_1. Precondition: depth_flag_1 false AND requires depth_flag_0 true. depth_flag_0 true, ok. After: depth_flag_1 true.
Step9: advance_3 health-check svc_0. Precondition: svc_0 deployed, depth_flag_1 true, art_0 published. All satisfied. After: svc_0 healthy.
Goal achieved.
All good. No extra needed.
We used 9 tool calls (<18). Output JSON array.
Need to ensure correct tool IDs and args format.
Tool IDs list:
- advance_0: provision
- advance_1: configure
- advance_2: deploy
- advance_3: health-check
- build_art_0: build_artifact
- publish_art_0: publish_artifact
- set_flag_0: set_flag (for flag_0)
- set_depth_flag_0: set_flag (for depth_flag_0)
- set_depth_flag_1: set_flag (for depth_flag_1)
Args: each tool expects param name as per definition:
- advance_0: params: service: service
- advance_1: params: service: service
- advance_2: params: service: service
- advance_3: params: service: service
- build_art_0: params: artifact: artifact
- publish_art_0: params: artifact: artifact
- set_flag_0: params: flag: flag
- set_depth_flag_0: params: flag: flag
- set_depth_flag_1: params: flag: flag
Entity IDs: service svc_0, svc_1; artifact art_0, art_1; flags flag_0, flag_1, depth_flag_0, depth_flag_1.
Thus for set_flag_0 we pass flag: flag_0 etc.
Now output JSON array.
Make sure no extra text.
Let's craft:
[
{"tool":"advance_0","args":{"service":"svc_0"}},
{"tool":"advance_1","args":{"service":"svc_0"}},
{"tool":"advance_2","args":{"service":"svc_0"}},
{"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":"set_depth_flag_0","args":{"flag":"depth_flag_0"}},
{"tool":"set_depth_flag_1","args":{"flag":"depth_flag_1"}},
{"tool":"advance_3","args":{"service":"svc_0"}}
]
That should satisfy.
Double-check if any hidden dependencies: For health-check, requires depth_flag_1 flag to be set. Yes we set it. Also requires art_0 artifact to be published. Yes.
No requirement about maintenance_window_open or secrets_synced etc. Not needed.
Thus final answer.
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 |