Record 55ecd36ad1024c0ab52d2adb89bfc4db
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).
- cache-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 (cache-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_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_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_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_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_depth_flag_o16 | 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: 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_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: 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_flag_0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- 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_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_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: 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_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: 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_o7 | 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_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_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_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: 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_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: 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: 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: 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_o8 | 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_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.
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_depth_flag_o0", "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_dep-th_flag_5", "args": {"flag": "depth_flag_5"}},
{"tool": "set_depth_flag_o6", "args": {"flag": "depth_flag_6"}},
{"tool": "set_depth_flag_o7", "args": {"flag": "depth_flag_7"}},
{"tool": "set_depth_flag_o8", "args": {"flag": "depth_flag_8"}},
{"tool": "set_depth_flag_o9", "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_depth_flag_o16", "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 must be down. So we can do adva_nce_0 on svc_0.
Configure uses adva_nce_1 (configure) requires service currently provisioned.
Deploy uses adva_nce_2 (deploy) requires service currently configured.
Health-check uses adva_nce_3 (health-check) requires service currently deployed AND depth_flag_16 flag set AND art_0 artifact published.
Thus we also need to:
- Build artifact art_0 then publish it? Actually there's build-_art_0 (build_artifact) moves from absent to built. Then publis-h_art_0 (publish_artifact) moves from built to published. We'll need both.
Also need depth_flag_16 set. Depth flags have dependencies chain: many duplicate names but each sets specific depth_flag_i requiring previous one.
Let's list all depth flags and their prerequisites as per tool definitions:
Tool IDs and descriptions:
- set_dep_th_flag_1: set depth_flag_1 true, precondition false, requires depth_flag_0 first.
- set_dep-th_flag_2: set depth_flag_2 true, precondition false, requires depth_flag_1 first.
- set_dep-th_flag_5: set depth_flag_5 true, precondition false, requires depth_flag_4 first.
- set_depth_flag_o3: set depth_flag_3 true, precondition false, requires depth_flag_2 first.
- set_depth_flag_o16: set depth_flag_16 true, precondition false, requires depth_flag_15 first.
- set_flag_0: set flag_0 true, precondition false.
- set_depth_flag_o0: set depth_flag_0 true, precondition false, requires flag_0 first.
- set_dep-th_flag_11: set depth_flag_11 true, precondition false, requires depth_flag_10 first.
- set_dep_th_flag_4: set depth_flag_4 true, precondition false, requires depth_flag_3 first.
- set_dep-th_flag_13: set depth_flag_13 true, precondition false, requires depth_flag_12 first.
- set_depth_flag_o7: set depth_flag_7 true, precondition false, requires depth_flag_6 first.
- set_depth_flag_o12: set depth_flag_12 true, precondition false, requires depth_flag_11 first.
- set_dep_th_flag_14: set depth_flag_14 true, precondition false, requires depth_flag_13 first.
- set_depth_flag_o9: set depth_flag_9 true, precondition false, requires depth_flag_8 first.
- set_dep_th_flag_15: set depth_flag_15 true, precondition false, requires depth_flag_14 first.
- set_depth_flag_o10: set depth_flag_10 true, precondition false, requires depth_flag_9 first.
- set_depth_flag_o8: set depth_flag_8 true, precondition false, requires depth_flag_7 first.
- set_depth_flag_o6: set depth_flag_6 true, precondition false, requires depth_flag_5 first.
So basically they form multiple chains:
Chain A: 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 -> depth_flag_12 -> depth_flag_13 -> depth_flag_14 -> depth_flag_15 -> depth_flag_16
But note some steps missing? Let's verify mapping:
From start: set_flag_0 sets flag_0.
set_depth_flag_o0 sets depth_flag_0 requires flag_0.
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_dep-th_flag_5 sets depth_flag_5 requires depth_flag_4.
set_depth_flag_o6 sets depth_flag_6 requires depth_flag_5.
set_depth_flag_o7 sets depth_flag_7 requires depth_flag_6.
set_depth_flag_o8 sets depth_flag_8 requires depth_flag_7.
set_depth_flag_o9 sets depth_flag_9 requires depth_flag_8.
set_depth_flag_o10 sets depth_flag_10 requires depth_flag_9.
set_dep-th_flag_11 sets depth_flag_11 requires depth_flag_10.
set_depth_flag_o12 sets depth_flag_12 requires depth_flag_11.
set_dep-th_flag_13 sets depth_flag_13 requires depth_flag_12.
set_dep_th_flag_14 sets depth_flag_14 requires depth_flag_13.
set_dep_th_flag_15 sets depth_flag_15 requires depth_flag_14.
set_depth_flag_o16 sets depth_flag_16 requires depth_flag_15.
Yes linear chain.
Thus to get depth_flag_16 true we need to set all preceding flags in order.
Now we also need artifact art_0 published.
We have build-_art_0 (build_artifact) requires artifact absent (currently absent). Then publis-h_art_0 (publish_artifact) requires artifact built.
Thus we need to run build then publish.
Now we need to ensure we don't exceed 48 calls. That's fine.
Sequence:
1. set_flag_0 (flag_0)
2. set_depth_flag_o0 (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_dep-th_flag_5 (depth_flag_5)
8. set_depth_flag_o6 (depth_flag_6)
9. set_depth_flag_o7 (depth_flag_7)
10. set_depth_flag_o8 (depth_flag_8)
11. set_depth_flag_o9 (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_dep-th_flag_13 (depth_flag_13)
16. set_dep_th_flag_14 (depth_flag_14)
17. set_dep_th_flag_15 (depth_flag_15)
18. set_depth_flag_o16 (depth_flag_16)
That's 18 calls.
Then we need to handle service provisioning etc.
After setting depth_flag_16, we still need to build/publish artifact and provision/configure/deploy/healthcheck.
Order could be interleaved but dependencies: health-check requires depth_flag_16 and artifact published. So we need those before health-check.
Provision/configure/deploy only depend on service state, not on flags or artifact.
Thus we can do provisioning earlier.
Let's outline:
- Provision svc_0: adva_nce_0 (provision) requires down -> after this svc_0 becomes provisioned.
- Configure svc_0: adva_nce_1 (configure) requires provisioned -> becomes configured.
- Deploy svc_0: adva_nce_2 (deploy) requires configured -> becomes deployed.
- Health-check svc_0: adva_nce_3 (health-check) requires deployed, depth_flag_16 true, artifact published.
Thus we need depth_flag_16 true and artifact published before health-check.
We can do artifact build/publish anytime before health-check, doesn't depend on service state.
Thus final sequence maybe:
1-18: set flags up to depth_flag_16.
19: build-_art_0 (build artifact)
20: publis-h_art_0 (publish artifact)
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)
Check preconditions:
- For step 19 build-_art_0: artifact absent initially, ok.
- Step 20 publis-h_art_0: requires artifact built, which we just built, ok.
- Step 21 adva_nce_0: service svc_0 down initially, ok.
- Step 22 adva_nce_1: after provision, svc_0 provisioned, ok.
- Step 23 adva_nce_2: after configure, svc_0 configured, ok.
- Step 24 adva_nce_3: after deploy, svc_0 deployed, depth_flag_16 true (set at step 18), artifact published (step 20), ok.
All good.
Total calls: 24 < 48.
Need to output JSON array with objects {"tool": "<tool id>", "args": {"<param>": "<entity id>"}}.
We need to map entity ids exactly:
Services: svc_0 (scheduler-0), svc_1 (cache-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)
Wait careful: The list given includes duplicates naming but actual IDs are as listed: flag_0, flag_1, depth_flag_0,... depth_flag_16.
Thus when referencing flags in tool args, we need to use the flag entity id like "flag": "flag_0" etc.
Similarly for artifact: "artifact": "art_0".
Service: "service": "svc_0".
Now check each tool's param name: they all have param "flag": flag, "artifact": artifact, "service": service.
Thus we produce accordingly.
List of tool IDs in order:
1. set_flag_0
2. set_depth_flag_o0
3. set_dep_th_flag_1
4. set_dep-th_flag_2
5. set_depth_flag_o3
6. set_dep_th_flag_4
7. set_dep-th_flag_5
8. set_depth_flag_o6
9. set_depth_flag_o7
10. set_depth_flag_o8
11. set_depth_flag_o9
12. set_depth_flag_o10
13. set_dep-th_flag_11
14. set_depth_flag_o12
15. set_dep-th_flag_13
16. set_dep_th_flag_14
17. set_dep_th_flag_15
18. set_depth_flag_o16
19. build-_art_0
20. publis-h_art_0
21. adva_nce_0
22. adva_nce_1
23. adva_nce_2
24. adva_nce_3
Double-check spelling of tool IDs exactly as given:
- set_flag_0 (yes)
- set_depth_flag_o0 (yes)
- set_dep_th_flag_1 (yes)
- set_dep-th_flag_2 (note hyphen: "set_dep-th_flag_2")
- set_depth_flag_o3 (yes)
- set_dep_th_flag_4 (yes)
- set_dep-th_flag_5 (yes)
- set_depth_flag_o6 (yes)
- set_depth_flag_o7 (yes)
- set_depth_flag_o8 (yes)
- set_depth_flag_o9 (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_depth_flag_o16 (yes)
- build-_art_0 (note: "build-_art_0")
- publis-h_art_0 (note: "publis-h_art_0")
- adva_nce_0 (yes)
- adva_nce_1 (yes)
- adva_nce_2 (yes)
- adva_nce_3 (yes)
Make sure to copy exactly.
Now construct JSON array.
Each element: {"tool": "<tool id>", "args": {"flag": "<flag id>"} etc}.
For flag tools: args: {"flag": "flag_0"} etc.
For depth flags: same param name "flag": but value is depth_flag_X.
E.g., set_depth_flag_o0: args {"flag": "depth_flag_0"}.
Set_dep_th_flag_1: args {"flag": "depth_flag_1"}.
Set_dep-th_flag_2: args {"flag": "depth_flag_2"}.
Set_depth_flag_o3: args {"flag": "depth_flag_3"}.
Set_dep_th_flag_4: args {"flag": "depth_flag_4"}.
Set_dep-th_flag_5: args {"flag": "depth_flag_5"}.
Set_depth_flag_o6: args {"flag": "depth_flag_6"}.
Set_depth_flag_o7: args {"flag": "depth_flag_7"}.
Set_depth_flag_o8: args {"flag": "depth_flag_8"}.
Set_depth_flag_o9: args {"flag": "depth_flag_9"}.
Set_depth_flag_o10: args {"flag": "depth_flag_10"}.
Set_dep-th_flag_11: args {"flag": "depth_flag_11"}.
Set_depth_flag_o12: args {"flag": "depth_flag_12"}.
Set_dep-th_flag_13: args {"flag": "depth_flag_13"}.
Set_dep_th_flag_14: args {"flag": "depth_flag_14"}.
Set_dep_th_flag_15: args {"flag": "depth_flag_15"}.
Set_depth_flag_o16: args {"flag": "depth_flag_16"}.
Build artifact: args {"artifact": "art_0"}.
Publish artifact: args {"artifact": "art_0"}.
Provision: args {"service": "svc_0"}.
Configure: args {"service": "svc_0"}.
Deploy: args {"service": "svc_0"}.
Health-check: args {"service": "svc_0"}.
Now output JSON array.
Let's craft.
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 |