Record 4eea4e59221b46fabaa055913bd6049e
FAILVerdict and provenance first; raw prompt/response/reasoning below, collapsed.
✕FAILanswered "]"
Why did it fail?
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).
- gateway-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.
- 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 (gateway-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), depth_flag_5 (feature_gate_on), depth_flag_6 (backup_taken)
TOOL CATALOG:
- id: advance_o2 | name: deploy | params: service: service
Deploy a service, moving it from 'configured' to 'deployed'. Precondition: the service must currently be 'configured'.
- id: set_dep-th_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: dec_oy_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_dep_th_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_o3 | 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_6 flag to be set. Requires the art_0 artifact to be published.
- id: adva-nce_1 | name: configure | params: service: service
Configure a service, moving it from 'provisioned' to 'configured'. Precondition: the service must currently be 'provisioned'.
- id: dec-oy_0 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (Has no effect on deployment state.)
- id: advance_o0 | name: provision | params: service: service
Provision a service, moving it from 'down' to 'provisioned'. Precondition: the service must currently be 'down'.
- id: set_dep_th_flag_6 | name: set_flag | params: flag: flag
Set the depth_flag_6 flag to true. Precondition: it must currently be false. Requires the depth_flag_5 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: set_depth_flag_o1 | 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_dep_th_flag_5 | name: set_flag | params: flag: flag
Set the depth_flag_5 flag to true. Precondition: it must currently be false. Requires the depth_flag_4 flag first.
- id: publis-h_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_dep_th_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: set_depth_flag_o3 | 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_-flag_0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
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 28 tool calls.
Response
[
{"tool":"set_-flag_0","args":{"flag":"flag_0"}},
{"tool":"set_dep_th_flag_0","args":{"flag":"depth_flag_0"}},
{"tool":"set_depth_flag_o1","args":{"flag":"depth_flag_1"}},
{"tool":"set_dep_th_flag_2","args":{"flag":"depth_flag_2"}},
{"tool":"set_depth_flag_o3","args":{"flag":"depth_flag_3"}},
{"tool":"set_dep_th_flag_4","args":{"flag":"depth_flag_4"}},
{"tool":"set_dep_th_flag_5","args":{"flag":"depth_flag_5"}},
{"tool":"set_dep_th_flag_6","args":{"flag":"depth_flag_6"}},
{"tool":"build-_art_0","args":{"artifact":"art_0"}},
{"tool":"publis-h_art_0","args":{"artifact":"art_0"}},
{"tool":"advance_o0","args":{"service":"svc_0"}},
{"tool":"adva-nce_1","args":{"service":"svc_0"}},
{"tool":"advance_o2","args":{"service":"svc_0"}},
{"tool":"advance_o3","args":{"service":"svc_0"}}
]
Reasoning
Model reasoning
We need to produce a sequence of tool calls leading to service cache-0 reaching healthy state.
Goal: service 'cache-0' must reach at least the 'healthy' state.
Current state: services: both down? It says cache-0 is currently down (not yet provisioned); gateway-1 also down. So they start as down.
To get to healthy we need:
Provision -> configured -> deployed -> healthy via health-check.
But there are additional requirements: health-check requires depth_flag_6 flag set and artifact art_0 published.
Thus before health-check we need to have built and published art_0, and set depth_flag_6 true.
Depth flags chain: Let's list all depth_flags with their dependencies:
depth_flag_0 (feature_gate_on) - precondition: none? Actually set_dep_th_flag_0 sets depth_flag_0 requiring flag_0 first. Wait reading: "Set the depth_flag_0 flag to true. Precondition: it must currently be false. Requires the flag_0 flag first." Means to set depth_flag_0, flag_0 must already be true.
Similarly depth_flag_1 (secrets_synced): set_depth_flag_o1 requires depth_flag_0 first.
depth_flag_2 (quota_raised): set_dep_th_flag_2 requires depth_flag_1 first.
depth_flag_3 (maintenance_window_open): set_depth_flag_o3 requires depth_flag_2 first.
depth_flag_4 (secrets_synced again?) but actually duplicate naming: set_dep_th_flag_4 sets depth_flag_4 requiring depth_flag_3 first.
depth_flag_5 (feature_gate_on again): set_dep_th_flag_5 sets depth_flag_5 requiring depth_flag_4 first.
depth_flag_6 (backup_taken again): set_dep_th_flag_6 sets depth_flag_6 requiring depth_flag_5 first.
So essentially we need to go through a cascade: flag_0 -> depth_flag_0 -> depth_flag_1 -> depth_flag_2 -> depth_flag_3 -> depth_flag_4 -> depth_flag_5 -> depth_flag_6.
Also note there are other regular flags: flag_0 (maintenance_window_open), flag_1 (secrets_synced), plus duplicates depth_flag_3 etc same names but different IDs? They gave mapping: Flags: flag_0 (maintenance_window_open), flag_1 (secrets_synced), depth_flag_0 (feature_gate_on), depth_flag_1 (backup_taken)??? Wait let's read given entity list:
"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), depth_flag_5 (feature_gate_on), depth_flag_6 (backup_taken)" This seems weird duplication: maybe each depth_flag corresponds to some underlying actual flag but anyway we treat them as separate boolean flags needed for preconditions.
Thus we need to set flag_0 (maintenance_window_open) true first using set_-flag_0 tool.
Then we can set depth_flag_0 using set_dep_th_flag_0 (requires flag_0).
Then set depth_flag_1 using set_depth_flag_o1 (requires depth_flag_0).
Then set depth_flag_2 using set_dep_th_flag_2 (requires depth_flag_1).
Then set depth_flag_3 using set_depth_flag_o3 (requires depth_flag_2).
Then set depth_flag_4 using set_dep_th_flag_4 (requires depth_flag_3).
Then set depth_flag_5 using set_dep_th_flag_5 (requires depth_flag_4).
Then set depth_flag_6 using set_dep_th_flag_6 (requires depth_flag_5).
Now after depth_flag_6 set, we can run health-check on service if also artifact art_0 published.
Artifact steps: Need to build art_0 then publish it.
Build artifact: build-_art_0 (build_artifact) moves from absent to built. Precondition: artifact must be absent. Currently release-image artifact does not exist yet => absent. Good.
Publish artifact: publis-h_art_0 (publish_artifact) moves from built to published. Precondition: artifact must be built.
Thus we need to do build then publish.
Service steps: Starting from down.
Provision: advance_o0 (provision) moves down->provisioned. Precondition: service down.
Configure: adva-nce_1 (configure) moves provisioned->configured. Precondition: service provisioned.
Deploy: advance_o2 (deploy) moves configured->deployed. Precondition: service configured.
Health-check: advance_o3 (health-check) moves deployed->healthy. Precondition: service deployed AND depth_flag_6 set AND art_0 published.
Thus overall sequence:
1. set_-flag_0 (set flag_0 true)
2. set_dep_th_flag_0 (set depth_flag_0)
3. set_depth_flag_o1 (set depth_flag_1)
4. set_dep_th_flag_2 (set depth_flag_2)
5. set_depth_flag_o3 (set depth_flag_3)
6. set_dep_th_flag_4 (set depth_flag_4)
7. set_dep_th_flag_5 (set depth_flag_5)
8. set_dep_th_flag_6 (set depth_flag_6)
9. build-_art_0 (build artifact)
10. publis-h_art_0 (publish artifact)
11. advance_o0 (provision cache-0)
12. adva-nce_1 (configure cache-0)
13. advance_o2 (deploy cache-0)
14. advance_o3 (health-check cache-0)
Check ordering: We could intermix artifact building earlier; doesn't matter as long as before health-check.
Make sure each tool's preconditions satisfied at time of call.
Let's verify step by step.
Initial state:
- flag_0 false
- depth_flag_0 false
- depth_flag_1 false
- depth_flag_2 false
- depth_flag_3 false
- depth_flag_4 false
- depth_flag_5 false
- depth_flag_6 false
- art_0 absent
- services down.
Step1: set_-flag_0: precondition flag_0 false -> ok. After: flag_0 true.
Step2: set_dep_th_flag_0: precondition depth_flag_0 false and requires flag_0 true. flag_0 true now, ok. After depth_flag_0 true.
Step3: set_depth_flag_o1: precondition depth_flag_1 false and requires depth_flag_0 true. OK. After depth_flag_1 true.
Step4: set_dep_th_flag_2: precondition depth_flag_2 false and requires depth_flag_1 true. OK. After depth_flag_2 true.
Step5: set_depth_flag_o3: precondition depth_flag_3 false and requires depth_flag_2 true. OK. After depth_flag_3 true.
Step6: set_dep_th_flag_4: precondition depth_flag_4 false and requires depth_flag_3 true. OK. After depth_flag_4 true.
Step7: set_dep_th_flag_5: precondition depth_flag_5 false and requires depth_flag_4 true. OK. After depth_flag_5 true.
Step8: set_dep_th_flag_6: precondition depth_flag_6 false and requires depth_flag_5 true. OK. After depth_flag_6 true.
Step9: build-_art_0: precondition artifact absent. Yes. After built.
Step10: publis-h_art_0: precondition artifact built. Yes. After published.
Step11: advance_o0 provision cache-0: precondition service down. Yes. After provisioned.
Step12: adva-nce_1 configure cache-0: precondition service provisioned. Yes. After configured.
Step13: advance_o2 deploy cache-0: precondition service configured. Yes. After deployed.
Step14: advance_o3 health-check cache-0: precondition service deployed, depth_flag_6 true, art_0 published. All true. After healthy.
Goal achieved.
All within 28 calls (14). Provide JSON array.
Need to output exactly format: [{"tool":"set_-flag_0","args":{"flag":"flag_0"}}, ...]. Ensure correct tool IDs as given.
List tool IDs:
- set_-flag_0 (note includes hyphen and underscore? The tool entry: id: set_-flag_0 | name: set_flag | params: flag: flag . So tool ID is "set_-flag_0". Use exactly that.
- set_dep_th_flag_0
- set_depth_flag_o1
- set_dep_th_flag_2
- set_depth_flag_o3
- set_dep_th_flag_4
- set_dep_th_flag_5
- set_dep_th_flag_6
- build-_art_0
- publis-h_art_0
- advance_o0
- adva-nce_1
- advance_o2
- advance_o3
Check spelling: For set_depth_flag_o1 (note letter o not zero). Provided: id: set_depth_flag_o1 | name: set_flag | params: flag: flag . So use that.
set_depth_flag_o3 similarly.
advance_o0 etc.
adva-nce_1 (note hyphen). Use exactly.
advance_o2, advance_o3.
build-_art_0 (note hyphen after build). Use exactly.
publis-h_art_0 (note hyphen after publis). Use exactly.
Now construct JSON.
Realized dims
| dim | value |
|---|---|
| catalog_size | 16.0 |
| chain_length | 10.0 |
| decoy_count | 2.0 |
| dishonest_decoys_on | 0.0 |
| id_collisions_on | 1.0 |
| implicit_preconditions_on | 0.0 |
| irreversibility | 0.0 |
| parallel_goals | 1.0 |
| plan_overhead | 0.0 |
| poison_traps | 0.0 |
| realized_plan_depth | 14.0 |
| 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 | 1.0 |
| implicit_preconditions_on | 0.0 |
| irreversibility | 0.0 |
| parallel_goals | 1.0 |
| plan_depth | 11.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |