Record 1dd5b883ee834dfe988bf9cabd993e82
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).
- scheduler-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.
- The quota_raised flag is off.
- The maintenance_window_open 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 (scheduler-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), depth_flag_12 (quota_raised), depth_flag_13 (maintenance_window_open)
TOOL CATALOG:
- id: set_depth_flag_o11 | 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: set_dep_th_flag_12 | name: set_flag | params: flag: flag
Set the depth_flag_12 flag to true. Precondition: it must currently be false. Requires the depth_flag_11 flag first.
- id: set_depth_flag_o13 | name: set_flag | params: flag: flag
Set the depth_flag_13 flag to true. Precondition: it must currently be false. Requires the depth_flag_12 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_o9 | 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: 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: 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: 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_13 flag to be set. Requires the art_0 artifact to be published.
- 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_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_flag_o0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- 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: 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: advance_o1 | name: configure | params: service: service
Configure a service, moving it from 'provisioned' to 'configured'. Precondition: the service must currently be 'provisioned'.
- 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_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_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: 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: 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: set_dep_th_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_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: 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'.
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 42 tool calls.
Response
[
{"tool":"set_flag_o0","args":{"flag":"flag_0"}},
{"tool":"set_dep-th_flag_0","args":{"flag":"depth_flag_0"}},
{"tool":"set_dep_th_flag_1","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_depth_flag_o9","args":{"flag":"depth_flag_9"}},
{"tool":"set_dep_th_flag_10","args":{"flag":"depth_flag_10"}},
{"tool":"set_depth_flag_o11","args":{"flag":"depth_flag_11"}},
{"tool":"set_dep_th_flag_12","args":{"flag":"depth_flag_12"}},
{"tool":"set_depth_flag_o13","args":{"flag":"depth_flag_13"}},
{"tool":"build_art_0","args":{"artifact":"art_0"}},
{"tool":"publis_h_art_0","args":{"artifact":"art_0"}},
{"tool":"adva_nce_0","args":{"service":"svc_0"}},
{"tool":"advance_o1","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: cache-0 (svc_0) is down, scheduler-1 (svc_1) down. No artifacts built/published. Flags all off? Many flags repeated but essentially they start false.
We have many depth flags with dependencies forming chains. We need to satisfy prerequisites for certain actions like health-check requires depth_flag_13 set and artifact art_0 published.
Also we need to go through states: down -> provisioned -> configured -> deployed -> healthy via steps:
Provision: using adva_nce_0 (id: adva_nce_0) - provisions a service from down to provisioned.
Configure: advance_o1 (name: configure) moves from provisioned to configured.
Deploy: adva-nce_2 (note hyphen weird) deploys from configured to deployed.
Health-check: advance_o3 moves from deployed to healthy, requiring depth_flag_13 set and art_0 published.
Thus we need to:
- Provision svc_0.
- Configure svc_0.
- Deploy svc_0.
- Ensure art_0 is built then published.
- Ensure depth_flag_13 is true.
Depth flags chain: there are multiple sets of depth flags each depending on previous ones. Let's list them:
depth_flag_0 depends on flag_0 (set_flag_o0).
depth_flag_1 depends on depth_flag_0.
depth_flag_2 depends on depth_flag_1.
depth_flag_3 depends on depth_flag_2.
depth_flag_4 depends on depth_flag_3.
depth_flag_5 depends on depth_flag_4.
depth_flag_6 depends on depth_flag_5.
depth_flag_7 depends on depth_flag_6.
depth_flag_8 depends on depth_flag_7.
depth_flag_9 depends on depth_flag_8.
depth_flag_10 depends on depth_flag_9.
depth_flag_11 depends on depth_flag_10.
depth_flag_12 depends on depth_flag_11.
depth_flag_13 depends on depth_flag_12.
So basically a long chain starting from flag_0 up to depth_flag_13.
Additionally other duplicate flags appear: flag_0 also appears as maintenance_window_open etc. But only one actual flag_0 needed.
Thus to get depth_flag_13 true, we need to set flag_0, then sequentially set depth flags 0 through 13.
But note some depth flags might already be set by earlier steps if we follow chain.
Let's see available set_flag tools:
- set_flag_o0: sets flag_0 (no precondition except currently false). Good.
- set_dep-th_flag_0: sets depth_flag_0, requires flag_0 first.
- set_dep_th_flag_1: sets depth_flag_1, requires depth_flag_0.
- set_dep-th_flag_2: sets depth_flag_2, requires depth_flag_1.
- set_depth_flag_o3: sets depth_flag_3, requires depth_flag_2.
- set_dep_th_flag_4: sets depth_flag_4, requires depth_flag_3.
- set_depth_flag_o5: sets depth_flag_5, requires depth_flag_4.
- set_dep_th_flag_6: sets depth_flag_6, requires depth_flag_5.
- set_dep-th_flag_7: sets depth_flag_7, requires depth_flag_6.
- set_dep-th_flag_8: sets depth_flag_8, requires depth_flag_7.
- set_depth_flag_o9: sets depth_flag_9, requires depth_flag_8.
- set_dep_th_flag_10: sets depth_flag_10, requires depth_flag_9.
- set_depth_flag_o11: sets depth_flag_11, requires depth_flag_10.
- set_dep_th_flag_12: sets depth_flag_12, requires depth_flag_11.
- set_depth_flag_o13: sets depth_flag_13, requires depth_flag_12.
All good.
Now artifact pipeline:
- build_art_0: builds art_0 from absent to built.
- publis_h_art_0: publishes art_0 from built to published.
Precondition: artifact must be 'built' for publish.
Thus we need to run build_art_0 then publis_h_art_0.
Now service steps:
- adva_nce_0: provision service (svc_0) from down to provisioned.
- advance_o1: configure service (svc_0) from provisioned to configured.
- adva-nce_2: deploy service (svc_0) from configured to deployed.
Note naming: "adva-nce_2" includes hyphen after adva? Actually given: id: adva-nce_2 | name: deploy | params: service: service . So we will refer exactly as "adva-nce_2". Similarly "advance_o1" and "advance_o3".
Check spelling: For provision: id: adva_nce_0 (underscore). For configure: id: advance_o1 (no underscore?). It says "advance_o1". For deploy: id: adva-nce_2 (hyphen). For health-check: id: advance_o3.
Thus we need to match exactly those strings.
Now ensure we don't exceed 42 calls. Likely far less.
Sequence:
1. set_flag_o0 (flag_0)
2. set_dep-th_flag_0 (depth_flag_0)
3. set_dep_th_flag_1 (depth_flag_1)
4. set_dep-th_flag_2 (depth_flag_2)
5. set_depth_flag_o3 (depth_flag_3)
6. set_dep_th_flag_4 (depth_flag_4)
7. set_depth_flag_o5 (depth_flag_5)
8. set_dep_th_flag_6 (depth_flag_6)
9. set_dep-th_flag_7 (depth_flag_7)
10. set_dep-th_flag_8 (depth_flag_8)
11. set_depth_flag_o9 (depth_flag_9)
12. set_dep_th_flag_10 (depth_flag_10)
13. set_depth_flag_o11 (depth_flag_11)
14. set_dep_th_flag_12 (depth_flag_12)
15. set_depth_flag_o13 (depth_flag_13)
That's 15 calls to get depth_flag_13.
Then artifact:
16. build_art_0 (artifact: art_0)
17. publis_h_art_0 (artifact: art_0)
Service provisioning:
18. adva_nce_0 (service: svc_0)
19. advance_o1 (service: svc_0)
20. adva-nce_2 (service: svc_0)
21. advance_o3 (service: svc_0) // health-check to healthy
Total 21 calls.
Check preconditions: At each step, ensure required flags/state.
Start: All flags false, artifact absent, services down.
Step1 set_flag_o0: precondition flag_0 false => ok.
After step1 flag_0 true.
Step2 set_dep-th_flag_0: requires flag_0 true (precondition depth_flag_0 false) => ok.
After step2 depth_flag_0 true.
Step3 set_dep_th_flag_1: requires depth_flag_0 true => ok.
... continue chain.
At step15 set_depth_flag_o13: requires depth_flag_12 true (we set at step14) and depth_flag_13 false => ok.
Now after step15 depth_flag_13 true.
Artifact: initially absent.
Step16 build_art_0: precondition artifact absent => ok => becomes built.
Step17 publis_h_art_0: precondition artifact built => ok => becomes published.
Service: Initially down.
Step18 adva_nce_0: precondition service down => ok => becomes provisioned.
Step19 advance_o1: precondition service provisioned => ok => becomes configured.
Step20 adva-nce_2: precondition service configured => ok => becomes deployed.
Step21 advance_o3: precondition service deployed, depth_flag_13 true, artifact art_0 published => all satisfied => becomes healthy.
Thus goal achieved.
Need to output JSON array of objects with tool and args.
Args: For set_flag tools, param "flag": flag entity id? They expect flag: flag (the flag entity). Which flag ids? There's flag_0, depth_flag_0,... etc. Use exact ids as given in ENTITY IDS list.
List of flag ids:
- 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)
- depth_flag_12 (quota_raised)
- depth_flag_13 (maintenance_window_open)
- depth_flag_14? Not listed beyond 13. Actually they gave up to depth_flag_13 (maintenance_window_open). Also they had duplicates later but we ignore.
Thus for set_flag_o0: flag: flag_0.
For set_dep-th_flag_0: flag: depth_flag_0.
Set_dep_th_flag_1: flag: depth_flag_1.
Set_dep-th_flag_2: flag: depth_flag_2.
Set_depth_flag_o3: flag: depth_flag_3.
Set_dep_th_flag_4: flag: depth_flag_4.
Set_depth_flag_o5: flag: depth_flag_5.
Set_dep_th_flag_6: flag: depth_flag_6.
Set_dep-th_flag_7: flag: depth_flag_7.
Set_dep-th_flag_8: flag: depth_flag_8.
Set_depth_flag_o9: flag: depth_flag_9.
Set_dep_th_flag_10: flag: depth_flag_10.
Set_depth_flag_o11: flag: depth_flag_11.
Set_dep_th_flag_12: flag: depth_flag_12.
Set_depth_flag_o13: flag: depth_flag_13.
Build artifact: artifact: art_0.
Publish artifact: artifact: art_0.
Provision service: service: svc_0.
Configure service: service: svc_0.
Deploy service: service: svc_0.
Health-check service: service: svc_0.
Now verify that there aren't any other hidden preconditions like requiring certain flags for provisioning etc. None mentioned.
Thus final answer: JSON array of 21 objects.
Make sure ordering correct.
Let's construct.
Will output:
[
{"tool":"set_flag_o0","args":{"flag":"flag_0"}},
{"tool":"set_dep-th_flag_0","args":{"flag":"depth_flag_0"}},
{"tool":"set_dep_th_flag_1","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_depth_flag_o9","args":{"flag":"depth_flag_9"}},
{"tool":"set_dep_th_flag_10","args":{"flag":"depth_flag_10"}},
{"tool":"set_depth_flag_o11","args":{"flag":"depth_flag_11"}},
{"tool":"set_dep_th_flag_12","args":{"flag":"depth_flag_12"}},
{"tool":"set_depth_flag_o13","args":{"flag":"depth_flag_13"}},
{"tool":"build_art_0","args":{"artifact":"art_0"}},
{"tool":"publis_h_art_0","args":{"artifact":"art_0"}},
{"tool":"adva_nce_0","args":{"service":"svc_0"}},
{"tool":"advance_o1","args":{"service":"svc_0"}},
{"tool":"adva-nce_2","args":{"service":"svc_0"}},
{"tool":"advance_o3","args":{"service":"svc_0"}}
]
Double-check tool IDs exactly as given:
- set_flag_o0 (yes)
- set_dep-th_flag_0 (yes)
- set_dep_th_flag_1 (yes)
- set_dep-th_flag_2 (yes)
- set_depth_flag_o3 (yes)
- set_dep_th_flag_4 (yes)
- set_depth_flag_o5 (yes)
- set_dep_th_flag_6 (yes)
- set_dep-th_flag_7 (yes)
- set_dep-th_flag_8 (yes)
- set_depth_flag_o9 (yes)
- set_dep_th_flag_10 (yes)
- set_depth_flag_o11 (yes)
- set_dep_th_flag_12 (yes)
- set_depth_flag_o13 (yes)
- build_art_0 (yes)
- publis_h_art_0 (yes)
- adva_nce_0 (yes)
- advance_o1 (yes)
- adva-nce_2 (yes)
- advance_o3 (yes)
All good.
Return as JSON array.
Realized dims
| dim | value |
|---|---|
| catalog_size | 23.0 |
| chain_length | 17.0 |
| 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 | 21.0 |
| 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 | 18.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |