Record a8d4a6afcf24416f8288d4b9db118449
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).
- registry-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 (registry-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: 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_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: 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_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_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: 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: 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: 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_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_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_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_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_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_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: 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_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_dep_th_flag_3 | 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_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_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_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: 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: 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_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: 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_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 48 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_dep_th_flag_3","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_depth_flag_o13","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":"adva-nce_2","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 adva-nce_2 (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 = true
- Ensure art_0 built then published
- Then health-check svc_0
Also there might be other flags needed? Not required but maybe some dependencies like setting certain flags before others due to chain requirements.
Depth flags have many interdependencies: each set_flag tool sets a specific depth_flag_i requiring previous depth_flag_{i-1} etc. Let's list them:
From catalog:
set_dep_th_flag_0: set depth_flag_0 true, requires flag_0 first.
set_depth_flag_o1: set depth_flag_1 true, requires depth_flag_0 first.
set_dep_th_flag_2: set depth_flag_2 true, requires depth_flag_1 first.
set_dep_th_flag_3: set depth_flag_3 true, requires depth_flag_2 first.
set_depth_flag_o4: set depth_flag_4 true, requires depth_flag_3 first.
set_dep_th_flag_5: set depth_flag_5 true, requires depth_flag_4 first.
set_depth_flag_o6: set depth_flag_6 true, requires depth_flag_5 first.
set_dep_th_flag_7: set depth_flag_7 true, requires depth_flag_6 first.
set_dep-th_flag_8: set depth_flag_8 true, requires depth_flag_7 first.
set_depth_flag_o10: set depth_flag_10 true, requires depth_flag_9 first.
Wait check: There's also set_dep_th_flag_9: set depth_flag_9 true, requires depth_flag_8 first.
Set_depth_flag_o10: set depth_flag_10 true, requires depth_flag_9 first.
Set_dep_th_flag_11: set depth_flag_11 true, requires depth_flag_10 first.
Set_depth_flag_o12: set depth_flag_12 true, requires depth_flag_11 first.
Set_dep_th_flag_14: set depth_flag_14 true, requires depth_flag_13 first.
Set_depth_flag_o13: set depth_flag_13 true, requires depth_flag_12 first.
Set_dep_th_flag_15: set depth_flag_15 true, requires depth_flag_14 first.
Set_dep-th_flag_16: set depth_flag_16 true, requires depth_flag_15 first.
There are also duplicate entries for same flags? Many duplicates: e.g., set_dep_th_flag_0 appears only once? Actually multiple similar names but different IDs referencing same action? They all seem unique per step.
But note they require preceding flag(s): For example set_dep_th_flag_0 requires flag_0 (the top-level flag). So we need to set flag_0 first using set_flag_0.
Flag_0 corresponds to maintenance_window_open? According to entity list: flag_0 (maintenance_window_open). Indeed initial flag_0 is off.
So steps:
1. set_flag_0 (to turn on maintenance_window_open).
Then we can start building depth flags chain up to depth_flag_16.
Let's map out which tool IDs correspond to each step:
I'll parse each entry:
- set_dep_th_flag_0: set depth_flag_0 true, requires flag_0.
- set_depth_flag_o1: set depth_flag_1 true, requires depth_flag_0.
- set_dep_th_flag_2: set depth_flag_2 true, requires depth_flag_1.
- set_dep_th_flag_3: set depth_flag_3 true, requires depth_flag_2.
- set_depth_flag_o4: set depth_flag_4 true, requires depth_flag_3.
- set_dep_th_flag_5: set depth_flag_5 true, requires depth_flag_4.
- set_depth_flag_o6: set depth_flag_6 true, requires depth_flag_5.
- set_dep_th_flag_7: set depth_flag_7 true, requires depth_flag_6.
- set_dep-th_flag_8: set depth_flag_8 true, requires depth_flag_7.
- set_dep_th_flag_9: set depth_flag_9 true, requires depth_flag_8.
- set_depth_flag_o10: set depth_flag_10 true, requires depth_flag_9.
- set_dep_th_flag_11: set depth_flag_11 true, requires depth_flag_10.
- set_depth_flag_o12: set depth_flag_12 true, requires depth_flag_11.
- set_dep_th_flag_14: set depth_flag_14 true, requires depth_flag_13.
- set_depth_flag_o13: set depth_flag_13 true, requires depth_flag_12.
- set_dep_th_flag_15: set depth_flag_15 true, requires depth_flag_14.
- set_dep-th_flag_16: set depth_flag_16 true, requires depth_flag_15.
Note missing set_depth_flag_o?? for 10? Already have set_depth_flag_o10.
Check ordering: after depth_flag_11 we need depth_flag_12 via set_depth_flag_o12, then depth_flag_13 via set_depth_flag_o13, then depth_flag_14 via set_dep_th_flag_14, then depth_flag_15 via set_dep_th_flag_15, then depth_flag_16 via set_dep-th_flag_16.
All good.
Now artifacts: We need art_0 (release-image) built and published.
Tools:
- build-_art_0: build artifact art_0 (absent->built). Precondition artifact absent.
- publis-h_art_0: publish artifact art_0 (built->published). Precondition artifact built.
No other artifacts needed.
Now services: we need to provision, configure, deploy scheduler-0.
Tools:
- adva-nce_0: provision service (down->provisioned). Precondition service down.
- adva-nce_1: configure service (provisioned->configured). Precondition service provisioned.
- adva-nce_2: deploy service (configured->deployed). Precondition service configured.
- adva_nce_3: health-check service (deployed->healthy). Precondition service deployed, requires depth_flag_16 flag set, requires art_0 artifact published.
Thus final step: health-check.
Now ensure we don't exceed 48 calls. Likely far less.
Sequence:
1. set_flag_0 (flag_0)
2. set_dep_th_flag_0 (depth_flag_0)
3. set_depth_flag_o1 (depth_flag_1)
4. set_dep_th_flag_2 (depth_flag_2)
5. set_dep_th_flag_3 (depth_flag_3)
6. set_depth_flag_o4 (depth_flag_4)
7. set_dep_th_flag_5 (depth_flag_5)
8. set_depth_flag_o6 (depth_flag_6)
9. set_dep_th_flag_7 (depth_flag_7)
10. set_dep-th_flag_8 (depth_flag_8)
11. set_dep_th_flag_9 (depth_flag_9)
12. set_depth_flag_o10 (depth_flag_10)
13. set_dep_th_flag_11 (depth_flag_11)
14. set_depth_flag_o12 (depth_flag_12)
15. set_depth_flag_o13 (depth_flag_13)
16. set_dep_th_flag_14 (depth_flag_14)
17. set_dep_th_flag_15 (depth_flag_15)
18. set_dep-th_flag_16 (depth_flag_16)
That's 18 calls so far.
Now artifact:
19. build-_art_0 (build art_0)
20. publis-h_art_0 (publish art_0)
Now service:
21. adva-nce_0 (provision svc_0)
22. adva-nce_1 (configure svc_0)
23. adva-nce_2 (deploy svc_0)
24. adva_nce_3 (health-check svc_0)
Total 24 calls.
Need to verify preconditions at each step given current state changes.
Initial state:
- flag_0 off.
- All depth flags off (depth_flag_0...16 off).
- art_0 absent.
- svc_0 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 => ok. After depth_flag_0 true.
Step3: set_depth_flag_o1: precondition depth_flag_1 false and requires depth_flag_0 true => ok.
Continue similarly; each step requires previous depth flag true, which will be satisfied by prior step.
After step18, depth_flag_16 true.
Step19: build-_art_0: precondition art_0 absent => ok. After art_0 built.
Step20: publis-h_art_0: precondition art_0 built => ok. After art_0 published.
Step21: adva-nce_0: precondition svc_0 down => ok. After svc_0 provisioned.
Step22: adva-nce_1: precondition svc_0 provisioned => ok. After svc_0 configured.
Step23: adva-nce_2: precondition svc_0 configured => ok. After svc_0 deployed.
Step24: adva_nce_3: precondition svc_0 deployed, depth_flag_16 true, art_0 published => all true. After svc_0 healthy.
Goal satisfied.
Thus output JSON array of objects with tool and args.
Need to use exact entity IDs as given:
Services: svc_0 (scheduler-0), svc_1 (registry-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)
Thus when we call set_flag with flag param, we need to pass the flag entity ID, e.g., "flag": "flag_0". Similarly for depth flags: "flag": "depth_flag_0" etc.
For service tools: "service": "svc_0".
For artifact tools: "artifact": "art_0".
Now construct JSON.
List each call:
{
"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_dep_th_flag_3",
"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", // careful: tool id includes hyphen? In catalog: "set-dep-th_flag_8". Yes exactly: "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_depth_flag_o13",
"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": "adva-nce_2",
"args": {"service": "svc_0"}
}
{
"tool": "adva_nce_3",
"args": {"service": "svc_0"}
}
Check tool IDs spelling exactly as in catalog:
- set_flag_0: yes.
- set_dep_th_flag_0: yes.
- set_depth_flag_o1: yes (note underscore o? It's "set_depth_flag_o1").
- set_dep_th_flag_2: yes.
- set_dep_th_flag_3: yes.
- set_depth_flag_o4: yes.
- set_dep_th_flag_5: yes.
- set_depth_flag_o6: yes.
- set_dep_th_flag_7: yes.
- set-dep-th_flag_8: note hyphen between set and dep? Catalog: "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_depth_flag_o13: 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 with underscore before art?). Catalog: "build-_art_0". Yes.
- publis-h_art_0: yes.
- adva-nce_0: yes.
- adva-nce_1: yes.
- adva-nce_2: yes.
- adva_nce_3: yes (note underscore after adva? Catalog: "adva_nce_3". Yes.
Now produce JSON array.
Make sure no extra commas.
Let's craft final answer.
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 |