Record dcbde54c89194162a9743348bf3daef2
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:
- scheduler-0 is currently down (not yet provisioned).
- ledger-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.
- 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 'scheduler-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (scheduler-0), svc_1 (ledger-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), depth_flag_14 (secrets_synced), depth_flag_15 (feature_gate_on), depth_flag_16 (backup_taken)
TOOL CATALOG:
- 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: 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: set_depth_flag_o12 | 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_dep_th_flag_15 | name: set_flag | params: flag: flag
Set the depth_flag_15 flag to true. Precondition: it must currently be false. Requires the depth_flag_14 flag first.
- id: set_depth_flag_o6 | 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: 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: adva_nce_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_16 flag to be set. Requires the art_0 artifact to be published.
- 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: 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_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_o10 | 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: set_dep_th_flag_13 | 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_dep-th_flag_14 | name: set_flag | params: flag: flag
Set the depth_flag_14 flag to true. Precondition: it must currently be false. Requires the depth_flag_13 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_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: 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: 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_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_dep_th_flag_16 | name: set_flag | params: flag: flag
Set the depth_flag_16 flag to true. Precondition: it must currently be false. Requires the depth_flag_15 flag first.
- 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_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: 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_o4 | 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: 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: decoy_o0 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (Has no effect on deployment state.)
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 48 tool calls.
Response
[
{"tool":"set_flag_o0","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_depth_flag_o4","args":{"flag":"depth_flag_4"}},
{"tool":"set_dep-th_flag_5","args":{"flag":"depth_flag_5"}},
{"tool":"set_depth_flag_o6","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_depth_flag_o10","args":{"flag":"depth_flag_10"}},
{"tool":"set_dep-th_flag_11","args":{"flag":"depth_flag_11"}},
{"tool":"set_depth_flag_o12","args":{"flag":"depth_flag_12"}},
{"tool":"set_dep_th_flag_13","args":{"flag":"depth_flag_13"}},
{"tool":"set_dep-th_flag_14","args":{"flag":"depth_flag_14"}},
{"tool":"set_dep-th_flag_15","args":{"flag":"depth_flag_15"}},
{"tool":"set_dep_th_flag_16","args":{"flag":"depth_flag_16"}},
{"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":"adva_nce_1","args":{"service":"svc_0"}},
{"tool":"advance_o2","args":{"service":"svc_0"}},
{"tool":"adva_nce_3","args":{"service":"svc_0"}}
]
Reasoning
Model reasoning
We need to produce a sequence of tool calls leading to scheduler-0 being healthy.
Goal: service 'scheduler-0' must reach at least the 'healthy' state.
Current state: scheduler-0 is down (svc_0). Need to go through states: down -> provisioned -> configured -> deployed -> healthy.
Provision uses adva_nce_0 (provision) with precondition service down.
Configure uses adva_nce_1 (configure) precondition service provisioned.
Deploy uses advance_o2 (deploy) precondition service configured.
Health-check uses adva_nce_3 (health-check) precondition service deployed AND requires depth_flag_16 flag set AND requires art_0 artifact published.
Thus we need:
- Provision svc_0.
- Configure svc_0.
- Deploy svc_0.
- Ensure depth_flag_16 is true.
- Ensure art_0 is published.
Also need to consider other flags? Not needed but maybe required by dependencies.
Depth_flag_16 depends on chain: Let's examine dependency graph.
From tool list:
set_depth_flag_o0 sets depth_flag_0 requiring flag_0.
set_depth_flag_o1 sets depth_flag_1 requiring depth_flag_0.
set_dep_th_flag_2 sets depth_flag_2 requiring depth_flag_1.
set_depth_flag_o3 sets depth_flag_3 requiring depth_flag_2.
set_depth_flag_o4 sets depth_flag_4 requiring depth_flag_3.
set_dep-th_flag_5 sets depth_flag_5 requiring depth_flag_4.
set_depth_flag_o6 sets depth_flag_6 requiring depth_flag_5.
set_dep_th_flag_7 sets depth_flag_7 requiring depth_flag_6.
set_dep_th_flag_8 sets depth_flag_8 requiring depth_flag_7.
set_dep_th_flag_9 sets depth_flag_9 requiring depth_flag_8.
set_depth_flag_o10 sets depth_flag_10 requiring depth_flag_9.
set_dep-th_flag_11 sets depth_flag_11 requiring depth_flag_10.
set_depth_flag_o12 sets depth_flag_12 requiring depth_flag_11.
set_dep_th_flag_13 sets depth_flag_13 requiring depth_flag_12.
set_dep-th_flag_14 sets depth_flag_14 requiring depth_flag_13.
set_dep_th_flag_15 sets depth_flag_15 requiring depth_flag_14.
set_dep_th_flag_16 sets depth_flag_16 requiring depth_flag_15.
Thus to get depth_flag_16 true, we need to set all preceding depth flags and also flag_0 as base.
Specifically:
- First need flag_0 true via set_flag_o0 (no precondition).
Then depth_flag_0 requires flag_0.
depth_flag_1 requires depth_flag_0.
depth_flag_2 requires depth_flag_1.
depth_flag_3 requires depth_flag_2.
depth_flag_4 requires depth_flag_3.
depth_flag_5 requires depth_flag_4.
depth_flag_6 requires depth_flag_5.
depth_flag_7 requires depth_flag_6.
depth_flag_8 requires depth_flag_7.
depth_flag_9 requires depth_flag_8.
depth_flag_10 requires depth_flag_9.
depth_flag_11 requires depth_flag_10.
depth_flag_12 requires depth_flag_11.
depth_flag_13 requires depth_flag_12.
depth_flag_14 requires depth_flag_13.
depth_flag_15 requires depth_flag_14.
depth_flag_16 requires depth_flag_15.
So we need to set flag_0 then each depth flag sequentially up to 16.
Now about art_0: We have build-_art_0 (build artifact) moves from absent to built. Then publis_h_art_0 (publish artifact) moves from built to published. So we need to build then publish.
No other constraints.
Thus overall steps:
1. set_flag_o0 (flag_0)
2. set_depth_flag_o0 (depth_flag_0) [requires flag_0]
3. set_depth_flag_o1 (depth_flag_1) [requires depth_flag_0]
4. set_dep_th_flag_2 (depth_flag_2) [requires depth_flag_1]
5. set_depth_flag_o3 (depth_flag_3) [requires depth_flag_2]
6. set_depth_flag_o4 (depth_flag_4) [requires depth_flag_3]
7. set_dep-th_flag_5 (depth_flag_5) [requires depth_flag_4]
8. set_depth_flag_o6 (depth_flag_6) [requires depth_flag_5]
9. set_dep_th_flag_7 (depth_flag_7) [requires depth_flag_6]
10. set_dep_th_flag_8 (depth_flag_8) [requires depth_flag_7]
11. set_dep_th_flag_9 (depth_flag_9) [requires depth_flag_8]
12. set_depth_flag_o10 (depth_flag_10) [requires depth_flag_9]
13. set_dep-th_flag_11 (depth_flag_11) [requires depth_flag_10]
14. set_depth_flag_o12 (depth_flag_12) [requires depth_flag_11]
15. set_dep_th_flag_13 (depth_flag_13) [requires depth_flag_12]
16. set_dep-th_flag_14 (depth_flag_14) [requires depth_flag_13]
17. set_dep_th_flag_15 (depth_flag_15) [requires depth_flag_14]
18. set_dep_th_flag_16 (depth_flag_16) [requires depth_flag_15]
After that, we can handle service progression:
19. adva_nce_0 (provision svc_0) [service down]
20. adva_nce_1 (configure svc_0) [service provisioned]
21. advance_o2 (deploy svc_0) [service configured]
22. adva_nce_3 (health-check svc_0) [service deployed, depth_flag_16 true, art_0 published]
But before health-check we need art_0 published.
Thus earlier we need to build and publish artifact.
We can do those anytime before health-check, as long as preconditions satisfied.
Build artifact: build-_art_0 (artifact art_0) precondition absent.
Publish artifact: publis_h_art_0 (artifact art_0) precondition built.
Thus we need to run build then publish.
We could interleave them after setting flags or before.
Let's schedule after flags maybe.
Thus final sequence:
- set_flag_o0
- set_depth_flag_o0
- set_depth_flag_o1
- set_dep_th_flag_2
- set_depth_flag_o3
- set_depth_flag_o4
- set_dep-th_flag_5
- set_depth_flag_o6
- set_dep_th_flag_7
- set_dep_th_flag_8
- set_dep_th_flag_9
- set_depth_flag_o10
- set_dep-th_flag_11
- set_depth_flag_o12
- set_dep_th_flag_13
- set_dep-th_flag_14
- set_dep_th_flag_15
- set_dep_th_flag_16
- build-_art_0
- publis_h_art_0
- adva_nce_0 (svc_0)
- adva_nce_1 (svc_0)
- advance_o2 (svc_0)
- adva_nce_3 (svc_0)
Check preconditions:
- set_flag_o0: flag_0 currently false (given). OK.
- set_depth_flag_o0: requires flag_0 true (we just set). OK.
- set_depth_flag_o1: requires depth_flag_0 true (just set). OK.
- set_dep_th_flag_2: requires depth_flag_1 true (just set). OK.
... continue similarly.
All depth flags will be true sequentially.
- build-_art_0: artifact absent initially. OK.
- publis_h_art_0: artifact built after build step. OK.
- adva_nce_0: service svc_0 down initially. OK.
- adva_nce_1: after provision, service becomes provisioned. OK.
- advance_o2: after configure, service becomes configured. OK.
- adva_nce_3: after deploy, service becomes deployed. Also need depth_flag_16 true (we set) and art_0 published (we did). OK.
Thus goal satisfied.
We used 4 + 16 depth flags? Actually we have flag_0 plus depth flags 0-16 inclusive = 1 + 17 = 18 flag setting calls. Plus 2 artifact calls = 20. Plus 4 service calls = 24. Total 24 calls, within limit 48.
Need to output JSON array of objects with tool and args.
Tool IDs exactly as given in catalog.
List them:
- set_flag_o0
- set_depth_flag_o0
- set_depth_flag_o1
- set_dep_th_flag_2
- set_depth_flag_o3
- set_depth_flag_o4
- set_dep-th_flag_5
- set_depth_flag_o6
- set_dep_th_flag_7
- set_dep_th_flag_8
- set_dep_th_flag_9
- set_depth_flag_o10
- set_dep-th_flag_11
- set_depth_flag_o12
- set_dep_th_flag_13
- set_dep-th_flag_14
- set_dep-th_flag_15
- set_dep-th_flag_16
- build-_art_0
- publis_h_art_0
- adva_nce_0
- adva_nce_1
- advance_o2
- adva_nce_3
Check naming: some have hyphens and underscores. Must match exactly.
Let's verify each from catalog:
- set_flag_o0: yes.
- set_depth_flag_o0: yes.
- set_depth_flag_o1: yes.
- set_dep_th_flag_2: yes (note: "set_dep_th_flag_2").
- set_depth_flag_o3: yes.
- set_depth_flag_o4: yes.
- set_dep-th_flag_5: note hyphen after dep? In catalog: "set_dep-th_flag_5". Yes.
- set_depth_flag_o6: yes.
- set_dep_th_flag_7: yes.
- set_dep_th_flag_8: yes.
- set_dep_th_flag_9: yes.
- set_depth_flag_o10: yes.
- set_dep-th_flag_11: yes.
- set_depth_flag_o12: yes.
- set_dep_th_flag_13: yes.
- set_dep-th_flag_14: yes.
- set_dep-th_flag_15: yes.
- set_dep_th_flag_16: yes.
- build-_art_0: yes (note: "build-_art_0").
- publis_h_art_0: yes.
- adva_nce_0: yes.
- adva_nce_1: yes.
- advance_o2: yes.
- adva_nce_3: yes.
Now arguments: each tool expects param "flag" or "service" or "artifact". For set_flag* tools, param is "flag": flag entity id. Which flag entity? They correspond to specific flags: e.g., set_flag_o0 sets flag_0. So args: {"flag": "flag_0"}.
Similarly set_depth_flag_o0 sets depth_flag_0: {"flag": "depth_flag_0"}.
Set_dep_th_flag_2 sets depth_flag_2: {"flag": "depth_flag_2"}.
And so on.
For build-_art_0: {"artifact": "art_0"}.
publis_h_art_0: {"artifact": "art_0"}.
adva_nce_0: {"service": "svc_0"}.
adva_nce_1: {"service": "svc_0"}.
advance_o2: {"service": "svc_0"}.
adva_nce_3: {"service": "svc_0"}.
Now ensure ordering respects preconditions: we already reasoned.
Double-check that after setting flag_0, we can set depth_flag_0 etc. All good.
Now produce JSON array.
Let's construct.
Will output:
[
{"tool":"set_flag_o0","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_depth_flag_o4","args":{"flag":"depth_flag_4"}},
{"tool":"set_dep-th_flag_5","args":{"flag":"depth_flag_5"}},
{"tool":"set_depth_flag_o6","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_depth_flag_o10","args":{"flag":"depth_flag_10"}},
{"tool":"set_dep-th_flag_11","args":{"flag":"depth_flag_11"}},
{"tool":"set_depth_flag_o12","args":{"flag":"depth_flag_12"}},
{"tool":"set_dep_th_flag_13","args":{"flag":"depth_flag_13"}},
{"tool":"set_dep-th_flag_14","args":{"flag":"depth_flag_14"}},
{"tool":"set_dep-th_flag_15","args":{"flag":"depth_flag_15"}},
{"tool":"set_dep_th_flag_16","args":{"flag":"depth_flag_16"}},
{"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":"adva_nce_1","args":{"service":"svc_0"}},
{"tool":"advance_o2","args":{"service":"svc_0"}},
{"tool":"adva_nce_3","args":{"service":"svc_0"}}
]
That's 24 entries.
Make sure no extra whitespace issues. Output exactly JSON array.
Realized dims
| dim | value |
|---|---|
| catalog_size | 26.0 |
| chain_length | 20.0 |
| 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 | 24.0 |
| 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 | 21.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |