Record 5d058aa3feb244b2baea495326f89acb
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).
- ingest-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.
- 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 (ingest-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), depth_flag_7 (quota_raised), depth_flag_8 (maintenance_window_open), depth_flag_9 (secrets_synced), depth_flag_10 (feature_gate_on), depth_flag_11 (backup_taken)
TOOL CATALOG:
- id: decoy_o1 | 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: set_dep_th_flag_11 | name: set_flag | params: flag: flag
Set the depth_flag_11 flag to true. Precondition: it must currently be false. Requires the depth_flag_10 flag first.
- id: adva-nce_0 | name: provision | params: service: service
Provision a service, moving it from 'down' to 'provisioned'. Precondition: the service must currently be 'down'.
- id: adva-nce_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_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_10 | name: set_flag | params: flag: flag
Set the depth_flag_10 flag to true. Precondition: it must currently be false. Requires the depth_flag_9 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_7 | name: set_flag | params: flag: flag
Set the depth_flag_7 flag to true. Precondition: it must currently be false. Requires the depth_flag_6 flag first.
- id: set_depth_flag_o5 | 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: 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: 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: 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: 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: build_art_o0 | 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_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_dep-th_flag_8 | name: set_flag | params: flag: flag
Set the depth_flag_8 flag to true. Precondition: it must currently be false. Requires the depth_flag_7 flag first.
- id: set_dep-th_flag_9 | name: set_flag | params: flag: flag
Set the depth_flag_9 flag to true. Precondition: it must currently be false. Requires the depth_flag_8 flag first.
- id: set_depth_flag_o0 | 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: 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_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_11 flag to be set. Requires the art_0 artifact to be published.
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 38 tool calls.
Response
[
{"tool":"set_-flag_0","args":{"flag":"flag_0"}},
{"tool":"set_depth_flag_o0","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_depth_flag_o5","args":{"flag":"depth_flag_5"}},
{"tool":"set_dep_th_flag_6","args":{"flag":"depth_flag_6"}},
{"tool":"set_dep_th_flag_7","args":{"flag":"depth_flag_7"}},
{"tool":"set_dep_th_flag_8","args":{"flag":"depth_flag_8"}},
{"tool":"set_dep_th_flag_9","args":{"flag":"depth_flag_9"}},
{"tool":"set_dep_th_flag_10","args":{"flag":"depth_flag_10"}},
{"tool":"set_dep_th_flag_11","args":{"flag":"depth_flag_11"}},
{"tool":"build_art_o0","args":{"artifact":"art_0"}},
{"tool":"publis-h_art_0","args":{"artifact":"art_0"}},
{"tool":"adva-nce_0","args":{"service":"svc_0"}},
{"tool":"adva-nce_1","args":{"service":"svc_0"}},
{"tool":"adva-nce_2","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. No artifacts built/published. Flags all off.
We have many flags with dependencies forming chains? Let's parse them:
Flag IDs list includes duplicates but we treat each as separate entity? Actually they gave multiple entries for same logical flag maybe due to different depths? But we can only refer by given IDs exactly.
List of flags entities:
- flag_0 (maintenance_window_open) - appears also later as depth_flag_3 etc? They repeated names but distinct IDs.
Given list:
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)
depth_flag_7 (quota_raised)
depth_flag_8 (maintenance_window_open)
depth_flag_9 (secrets_synced)
depth_flag_10 (feature_gate_on)
depth_flag_11 (backup_taken)
Thus there are three groups: group0: flag_0, flag_1 ; then depth_flag_0..depth_flag_11 correspond to deeper levels perhaps representing nested condition chain.
Preconditions for setting some flags require other flags being set.
Let's examine each set_flag tool:
- set_-flag_0 : sets flag_0 to true. Precondition: flag_0 currently false. So we can set flag_0 directly if false.
- set_depth_flag_o0 : sets depth_flag_0 to true. Precondition: requires flag_0 first (must be true). Also precondition: depth_flag_0 currently false.
- set_depth_flag_o1 : sets depth_flag_1 to true. Precondition: requires depth_flag_0 first.
- set_depth_flag_o3 : sets depth_flag_3 to true. Precondition: requires depth_flag_2 first.
- set_depth_flag_o5 : sets depth_flag_5 to true. Precondition: requires depth_flag_4 first.
- set_dep_th_flag_4 : sets depth_flag_4 to true. Precondition: requires depth_flag_3 first.
- set_dep_th_flag_6 : sets depth_flag_6 to true. Precondition: requires depth_flag_5 first.
- set_dep_th_flag_7 : sets depth_flag_7 to true. Precondition: requires depth_flag_6 first.
- set_dep_th_flag_8 : sets depth_flag_8 to true. Precondition: requires depth_flag_7 first.
- set_dep_th_flag_9 : sets depth_flag_9 to true. Precondition: requires depth_flag_8 first.
- set_dep_th_flag_10 : sets depth_flag_10 to true. Precondition: requires depth_flag_9 first.
- set_dep_th_flag_11 : sets depth_flag_11 to true. Precondition: requires depth_flag_10 first.
Also note there are duplicate naming like set_dep-th_flag_... but essentially similar.
Now health-check tool: advance_o3 (health-check) moves service from deployed to healthy. Precondition: service must be currently deployed. Requires depth_flag_11 flag to be set. Requires the art_0 artifact to be published.
Thus to get cache-0 healthy, we need to:
- Provision cache-0 (svc_0): from down -> provisioned using provision tool (adva-nce_0).
- Configure cache-0: from provisioned -> configured using configure tool (adva-nce_1).
- Deploy cache-0: from configured -> deployed using deploy tool (adva-nce_2). Wait we have deploy tool named "deploy" with id adva-nce_2? Yes.
- Then health-check: move deployed -> healthy using advance_o3, requiring depth_flag_11 true and art_0 published.
Additionally we might need to ensure that after health-check we achieve healthy.
Thus steps needed:
1. Provision svc_0 via adva-nce_0.
2. Configure svc_0 via adva-nce_1.
3. Deploy svc_0 via adva-nce_2.
But before health-check we need depth_flag_11 true and art_0 published.
So we need to:
- Build artifact art_0: build_art_o0 (build_artifact) from absent -> built.
- Publish artifact art_0: publis-h_art_0 (publish_artifact) from built -> published.
- Set depth_flag_11 true via set_dep_th_flag_11, which requires depth_flag_10 true, which requires depth_flag_9 true, etc. We'll need to set up the chain.
Chain details:
To set depth_flag_11 true, we need depth_flag_10 true.
Depth_flag_10 set via set_dep_th_flag_10, requires depth_flag_9 true.
Depth_flag_9 set via set_dep_th_flag_9, requires depth_flag_8 true.
Depth_flag_8 set via set_dep_th_flag_8, requires depth_flag_7 true.
Depth_flag_7 set via set_dep_th_flag_7, requires depth_flag_6 true.
Depth_flag_6 set via set_dep_th_flag_6, requires depth_flag_5 true.
Depth_flag_5 set via set_depth_flag_o5, requires depth_flag_4 true.
Depth_flag_4 set via set_dep_th_flag_4, requires depth_flag_3 true.
Depth_flag_3 set via set_depth_flag_o3, requires depth_flag_2 true.
Depth_flag_2 set via set_dep-th_flag_2, requires depth_flag_1 true.
Depth_flag_1 set via set_depth_flag_o1, requires depth_flag_0 true.
Depth_flag_0 set via set_depth_flag_o0, requires flag_0 true.
Flag_0 set via set_-flag_0.
Thus we need to set flags in order: flag_0, depth_flag_0, depth_flag_1, depth_flag_2, depth_flag_3, depth_flag_4, depth_flag_5, depth_flag_6, depth_flag_7, depth_flag_8, depth_flag_9, depth_flag_10, depth_flag_11.
Each set_flag tool has precondition that the flag is currently false (they all start false). And each requires the previous flag true.
Thus we need to call them sequentially.
After we have depth_flag_11 true and artifact published, we can health-check svc_0.
Potentially we also need to ensure that the service is in deployed state before health-check. That will be after deploy step.
Thus overall plan:
- set_-flag_0 (flag_0)
- set_depth_flag_o0 (depth_flag_0)
- set_depth_flag_o1 (depth_flag_1)
- set_dep-th_flag_2 (depth_flag_2)
- set_depth_flag_o3 (depth_flag_3)
- set_dep_th_flag_4 (depth_flag_4)
- set_depth_flag_o5 (depth_flag_5)
- set_dep_th_flag_6 (depth_flag_6)
- set_dep_th_flag_7 (depth_flag_7)
- set_dep_th_flag_8 (depth_flag_8)
- set_dep_th_flag_9 (depth_flag_9)
- set_dep_th_flag_10 (depth_flag_10)
- set_dep_th_flag_11 (depth_flag_11)
- build_art_o0 (artifact art_0)
- publis-h_art_0 (artifact art_0)
- adva-nce_0 (service svc_0) provision
- adva-nce_1 (service svc_0) configure
- adva-nce_2 (service svc_0) deploy
- advance_o3 (service svc_0) health-check
Check preconditions:
- For provision: service must be down. Initially down, ok.
- For configure: service must be provisioned. After provision, yes.
- For deploy: service must be configured. After configure, yes.
- For health-check: service must be deployed. After deploy, yes. Also requires depth_flag_11 true (we set) and art_0 published (we built then published). Good.
All flags initially false, so each set_flag precondition satisfied if previous flag set.
We should verify that there aren't any other hidden preconditions like requiring certain flags to be false? Not mentioned.
Thus this plan works.
Count tools: 13 flag sets + 2 artifact + 3 service + 1 health-check = 19 tools. Within limit 38.
Now we need to output JSON array of objects with tool and args.
Need to use exact entity IDs as given.
Tool IDs:
- set_-flag_0 (note includes hyphen and underscore? The ID is "set_-flag_0". Must use exactly that.
Args: {"flag": "flag_0"}.
- set_depth_flag_o0: ID "set_depth_flag_o0". Args {"flag": "depth_flag_0"}.
- set_depth_flag_o1: ID "set_depth_flag_o1". Args {"flag": "depth_flag_1"}.
- set_dep-th_flag_2: ID "set_dep-th_flag_2". Args {"flag": "depth_flag_2"}.
- set_depth_flag_o3: ID "set_depth_flag_o3". Args {"flag": "depth_flag_3"}.
- set_dep_th_flag_4: ID "set_dep_th_flag_4". Args {"flag": "depth_flag_4"}.
- set_depth_flag_o5: ID "set_depth_flag_o5". Args {"flag": "depth_flag_5"}.
- set_dep_th_flag_6: ID "set_dep_th_flag_6". Args {"flag": "depth_flag_6"}.
- set_dep_th_flag_7: ID "set_dep_th_flag_7". Args {"flag": "depth_flag_7"}.
- set_dep_th_flag_8: ID "set_dep_th_flag_8". Args {"flag": "depth_flag_8"}.
- set_dep_th_flag_9: ID "set_dep_th_flag_9". Args {"flag": "depth_flag_9"}.
- set_dep_th_flag_10: ID "set_dep_th_flag_10". Args {"flag": "depth_flag_10"}.
- set_dep_th_flag_11: ID "set_dep_th_flag_11". Args {"flag": "depth_flag_11"}.
- build_art_o0: ID "build_art_o0". Args {"artifact": "art_0"}.
- publis-h_art_0: ID "publis-h_art_0". Args {"artifact": "art_0"}.
- adva-nce_0: ID "adva-nce_0". Args {"service": "svc_0"}.
- adva-nce_1: ID "adva-nce_1". Args {"service": "svc_0"}.
- adva-nce_2: ID "adva-nce_2". Args {"service": "svc_0"}.
- advance_o3: ID "advance_o3". Args {"service": "svc_0"}.
Double-check spelling: The tool list includes "adva-nce_0", "adva-nce_1", "adva-nce_2". Yes.
Health-check tool: "advance_o3". Yes.
Now produce JSON array.
Make sure ordering correct.
Let's list:
[
{"tool":"set_-flag_0","args":{"flag":"flag_0"}},
{"tool":"set_depth_flag_o0","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_depth_flag_o5","args":{"flag":"depth_flag_5"}},
{"tool":"set_dep_th_flag_6","args":{"flag":"depth_flag_6"}},
{"tool":"set_dep_th_flag_7","args":{"flag":"depth_flag_7"}},
{"tool":"set_dep_th_flag_8","args":{"flag":"depth_flag_8"}},
{"tool":"set_dep_th_flag_9","args":{"flag":"depth_flag_9"}},
{"tool":"set_dep_th_flag_10","args":{"flag":"depth_flag_10"}},
{"tool":"set_dep_th_flag_11","args":{"flag":"depth_flag_11"}},
{"tool":"build_art_o0","args":{"artifact":"art_0"}},
{"tool":"publis-h_art_0","args":{"artifact":"art_0"}},
{"tool":"adva-nce_0","args":{"service":"svc_0"}},
{"tool":"adva-nce_1","args":{"service":"svc_0"}},
{"tool":"adva-nce_2","args":{"service":"svc_0"}},
{"tool":"advance_o3","args":{"service":"svc_0"}}
]
That's it.
Realized dims
| dim | value |
|---|---|
| catalog_size | 21.0 |
| chain_length | 15.0 |
| 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 | 19.0 |
| 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 | 16.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |