Record aad6a9a17af8499a9d585de7905fd4db
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:
- webhooks-0 is currently down (not yet provisioned).
- search-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.
GOAL (all conditions must hold at the end):
- service 'webhooks-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (webhooks-0), svc_1 (search-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)
TOOL CATALOG:
- id: advance_o0 | name: provision | params: service: service
Provision a service, moving it from 'down' to 'provisioned'. Precondition: the service must currently be 'down'.
- 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: 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_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: 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: 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_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: 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_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_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: 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_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_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_-flag_0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- 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_6 flag to be set. Requires the art_0 artifact to be published.
- 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.
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 28 tool calls.
Response
[
{"tool": "advance_o0", "args": {"service": "svc_0"}},
{"tool": "adva-nce_1", "args": {"service": "svc_0"}},
{"tool": "build_art_o0", "args": {"artifact": "art_0"}},
{"tool": "publis_h_art_0", "args": {"artifact": "art_0"}},
{"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_dep_th_flag_6", "args": {"flag": "depth_flag_6"}},
{"tool": "advance_o2", "args": {"service": "svc_0"}},
{"tool": "advance_o3", "args": {"service": "svc_0"}}
]
Reasoning
Model reasoning
We need to produce a JSON array of tool calls that will achieve the goal: service 'webhooks-0' must reach at least the 'healthy' state. Use exact entity IDs: services svc_0 (webhooks-0), svc_1 (search-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). Note there are duplicates: flag_0 and depth_flag_3 both named maintenance_window_open? Actually flag_0 is maintenance_window_open, depth_flag_3 also maintenance_window_open? The description says depth_flag_3 (maintenance_window_open). So we have two flags with same name but different depth? Probably they are separate flags but same logical name? We'll treat them as separate flags with given IDs.
We need to set up preconditions: health-check (advance_o3) requires service deployed and depth_flag_6 set, and art_0 published. Also health-check moves from deployed to healthy. So we need to get webhooks-0 to deployed, then health-check.
Deployment pipeline: provision -> configure -> deploy -> health-check. Also need flags: depth_flag_6 (backup_taken) must be set, and art_0 published. Also depth_flag_6 requires depth_flag_5 first. depth_flag_5 requires depth_flag_4. depth_flag_4 requires depth_flag_3. depth_flag_3 requires depth_flag_2. depth_flag_2 requires depth_flag_1. depth_flag_1 requires depth_flag_0. So depth_flag_6 depends on a chain of depth flags.
But we also have flag_0 (maintenance_window_open) that must be set? Actually flag_0 is a flag that must be set? The preconditions for depth_flag_0: set_depth_flag_o0 requires flag_0 first. So to set depth_flag_0, we need flag_0 true. So we need to set flag_0 (maintenance_window_open) to true first. Then we can set depth_flag_0 (feature_gate_on) to true. Then depth_flag_1 (backup_taken) can be set (requires depth_flag_0). Then depth_flag_2 (quota_raised) can be set (requires depth_flag_1). Then depth_flag_3 (maintenance_window_open) can be set (requires depth_flag_2). Then depth_flag_4 (secrets_synced) can be set (requires depth_flag_3). Then depth_flag_5 (feature_gate_on) can be set (requires depth_flag_4). Then depth_flag_6 (backup_taken) can be set (requires depth_flag_5). So we need to set all these depth flags in order.
But note we also have separate flag_1 (secrets_synced) that must be set? The goal doesn't mention flag_1 directly, but maybe it's required for something else? Not required for health-check. However depth_flag_4 is secrets_synced, but we may need to set it as part of chain. So we need to set flag_0, then depth_flag_0, then depth_flag_1, depth_flag_2, depth_flag_3, depth_flag_4, depth_flag_5, depth_flag_6.
But also we need to publish artifact art_0 (release-image). That requires artifact built. So we need to build_artifact (build_art_o0) then publish_artifact (publis_h_art_0). Also we need to ensure artifact is built (absent -> built). So we need to call build_artifact with artifact art_0.
We also need to provision service svc_0 (webhooks-0). It is currently down. So we can call provision with service svc_0.
Then configure service (configure) to move from provisioned to configured.
Then deploy service (deploy) to move from configured to deployed.
Then health-check (health-check) to move from deployed to healthy, but requires depth_flag_6 set and art_0 published.
Thus we need to orchestrate the sequence.
We also need to set flags in proper order, respecting dependencies.
We have many flag setting tools:
- set_dep_th_flag_6 (set_flag) with param flag: flag (presumably depth_flag_6). Precondition: must be false, requires depth_flag_5 first.
- set_depth_flag_o0 (set_flag) with param flag: flag (depth_flag_0). Precondition: must be false, requires flag_0 first.
- set_depth_flag_o3 (set_flag) with param flag: flag (depth_flag_3). Precondition: must be false, requires depth_flag_2 first.
- set_depth_flag_4? Actually set_dep_th_flag_4 (set_flag) with param flag: flag (depth_flag_4). Precondition: must be false, requires depth_flag_3 first.
- set_depth_flag_5? Actually set_dep_th_flag_5 (set_flag) with param flag: flag (depth_flag_5). Precondition: must be false, requires depth_flag_4 first.
- set_depth_flag_2? Actually set_dep_th_flag_2 (set_flag) with param flag: flag (depth_flag_2). Precondition: must be false, requires depth_flag_1 first.
- set_depth_flag_1? Actually set_dep_th_flag_1 (set_flag) with param flag: flag (depth_flag_1). Precondition: must be false, requires depth_flag_0 first.
- set_flag (set_-flag_0) with param flag: flag (flag_0). Precondition: must be false.
Thus we need to set flag_0 first (set_-flag_0). Then depth_flag_0 (set_depth_flag_o0). Then depth_flag_1 (set_dep_th_flag_1). Then depth_flag_2 (set_dep_th_flag_2). Then depth_flag_3 (set_depth_flag_o3). Then depth_flag_4 (set_dep_th_flag_4). Then depth_flag_5 (set_dep_th_flag_5). Then depth_flag_6 (set_dep_th_flag_6).
We also need to build artifact art_0 (build_art_o0). Then publish_artifact (publis_h_art_0). Also we may need to warm_cache or audit_logs? Not necessary.
We also need to configure service (configure) after provision.
We also need to deploy (advance_o2) after configure.
We also need to health-check (advance_o3) after deployed and flags and artifact published.
We must ensure we don't exceed 28 calls. Let's count needed calls:
1. provision svc_0 (advance_o0)
2. configure svc_0 (configure)
3. build_artifact art_0 (build_art_o0)
4. publish_artifact art_0 (publis_h_art_0)
5. set_-flag_0 (set_flag) with flag: flag_0 (set_-flag_0)
6. set_depth_flag_o0 (set_flag) with flag: depth_flag_0 (set_depth_flag_o0)
7. set_dep_th_flag_1 (set_flag) with flag: depth_flag_1 (set_dep_th_flag_1)
8. set_dep_th_flag_2 (set_flag) with flag: depth_flag_2 (set_dep_th_flag_2)
9. set_depth_flag_o3 (set_flag) with flag: depth_flag_3 (set_depth_flag_o3)
10. set_dep_th_flag_4 (set_flag) with flag: depth_flag_4 (set_dep_th_flag_4)
11. set_dep_th_flag_5 (set_flag) with flag: depth_flag_5 (set_dep_th_flag_5)
12. set_dep_th_flag_6 (set_flag) with flag: depth_flag_6 (set_dep_th_flag_6)
13. advance_o2 deploy svc_0 (deploy)
14. advance_o3 health-check svc_0 (health-check)
That's 14 calls. But we must ensure preconditions are met at each step.
Let's simulate order:
Start state: svc_0 down, svc_1 down, artifact absent, flags all false, maintenance_window_open flag off (flag_0 false), secrets_synced flag off (flag_1 false), feature_gate_on flag off (depth_flag_0 false), backup_taken flag off (depth_flag_1 false), quota_raised flag off (depth_flag_2 false), maintenance_window_open flag off (depth_flag_3 false), secrets_synced flag off (depth_flag_4 false), feature_gate_on flag off (depth_flag_5 false), backup_taken flag off (depth_flag_6 false). Also maintenance_window_open flag is off (flag_0). So we can set flag_0.
Step 1: set_-flag_0 (set_flag) with flag: flag_0. Precondition: flag_0 must be false (it is). So we can call it.
After that, flag_0 becomes true.
Step 2: set_depth_flag_o0 (set_flag) with flag: depth_flag_0. Precondition: depth_flag_0 must be false (it is) and requires flag_0 first (which we just set). So okay.
After that, depth_flag_0 becomes true.
Step 3: set_dep_th_flag_1 (set_flag) with flag: depth_flag_1. Precondition: depth_flag_1 must be false (it is) and requires depth_flag_0 (which we just set). So okay.
After that, depth_flag_1 becomes true.
Step 4: set_dep_th_flag_2 (set_flag) with flag: depth_flag_2. Precondition: depth_flag_2 false, requires depth_flag_1 (true). So okay.
After that, depth_flag_2 true.
Step 5: set_depth_flag_o3 (set_flag) with flag: depth_flag_3. Precondition: depth_flag_3 false, requires depth_flag_2 (true). So okay.
After that, depth_flag_3 true.
Step 6: set_dep_th_flag_4 (set_flag) with flag: depth_flag_4. Precondition: depth_flag_4 false, requires depth_flag_3 (true). So okay.
After that, depth_flag_4 true.
Step 7: set_dep_th_flag_5 (set_flag) with flag: depth_flag_5. Precondition: depth_flag_5 false, requires depth_flag_4 (true). So okay.
After that, depth_flag_5 true.
Step 8: set_dep_th_flag_6 (set_flag) with flag: depth_flag_6. Precondition: depth_flag_6 false, requires depth_flag_5 (true). So okay.
After that, depth_flag_6 true.
Now we can build artifact and publish.
Step 9: build_artifact art_0 (build_art_o0). Precondition: artifact must be absent (it is). So okay.
Step 10: publish_artifact art_0 (publis_h_art_0). Precondition: artifact must be built (it is after step 9). So okay.
Now we can provision service.
Step 11: provision svc_0 (advance_o0). Precondition: service must be down (it is). So okay.
After provision, service becomes provisioned.
Step 12: configure svc_0 (configure). Precondition: service must be provisioned (now it is). So okay.
After configure, service becomes configured.
Step 13: deploy svc_0 (advance_o2). Precondition: service must be configured (now it is). So okay.
After deploy, service becomes deployed.
Step 14: health-check svc_0 (advance_o3). Precondition: service must be deployed (now it is) and depth_flag_6 must be set (we set it earlier) and art_0 must be published (we published). So okay.
After health-check, service becomes healthy, achieving goal.
Thus we have 14 calls. That's within 28.
We must output JSON array of objects with "tool": "<tool id>", "args": {...}. The tool IDs are given: provision, configure, warm_cache, set_flag, publish_artifact, audit_logs, build_artifact, set_flag (depth_flag_0), deploy, health-check, etc. Let's map each tool ID exactly as given:
Tool catalog:
- id: advance_o0 | name: provision | params: service: service
- id: adva-nce_1 | name: configure | params: service: service
- id: decoy_o1 | name: warm_cache | params: service: service
- id: set_dep_th_flag_6 | name: set_flag | params: flag: flag
- id: publis_h_art_0 | name: publish_artifact | params: artifact: artifact
- id: dec-oy_0 | name: audit_logs | params: service: service
- id: set_depth_flag_o0 | name: set_flag | params: flag: flag
- id: build_art_o0 | name: build_artifact | params: artifact: artifact
- id: set_dep_th_flag_5 | name: set_flag | params: flag: flag
- id: set_dep_th_flag_4 | name: set_flag | params: flag: flag
- id: set_dep_th_flag_2 | name: set_flag | params: flag: flag
- id: set_dep_th_flag_1 | name: set_flag | params: flag: flag
- id: set_-flag_0 | name: set_flag | params: flag: flag
- id: advance_o2 | name: deploy | params: service: service
- id: set_dep-th_flag_2 | name: set_flag | params: flag: flag
- id: set_dep-th_flag_1 | name: set_flag | params: flag: flag
- id: set_-flag_0 | name: set_flag | params: flag: flag
- id: advance_o3 | name: health-check | params: service: service
- id: set_depth_flag_o3 | name: set_flag | params: flag: flag
But note there are duplicate IDs? Actually "set_dep_th_flag_6" and "set_depth_flag_o0" etc. The IDs are as listed. We must use exact IDs.
Let's list the calls with correct IDs and args.
1. provision svc_0: tool "advance_o0", args {"service": "svc_0"}
2. configure svc_0: tool "adva-nce_1", args {"service": "svc_0"}
3. build_artifact art_0: tool "build_art_o0", args {"artifact": "art_0"}
4. publish_artifact art_0: tool "publis_h_art_0", args {"artifact": "art_0"}
5. set_flag for flag_0: tool "set_-flag_0", args {"flag": "flag_0"} (note the ID is "set_-flag_0"? Actually the catalog shows "set_-flag_0 | name: set_flag | params: flag: flag". The ID is "set_-flag_0". So we use that.
6. set_depth_flag_o0 (set_flag) with flag: depth_flag_0: tool "set_depth_flag_o0", args {"flag": "depth_flag_0"}
7. set_dep_th_flag_1 (set_flag) with flag: depth_flag_1: tool "set_dep_th_flag_1", args {"flag": "depth_flag_1"}
8. set_dep_th_flag_2 (set_flag) with flag: depth_flag_2: tool "set_dep_th_flag_2", args {"flag": "depth_flag_2"}
9. set_depth_flag_o3 (set_flag) with flag: depth_flag_3: tool "set_depth_flag_o3", args {"flag": "depth_flag_3"}
10. set_dep_th_flag_4 (set_flag) with flag: depth_flag_4: tool "set_dep_th_flag_4", args {"flag": "depth_flag_4"}
11. set_dep_th_flag_5 (set_flag) with flag: depth_flag_5: tool "set_dep_th_flag_5", args {"flag": "depth_flag_5"}
12. set_dep_th_flag_6 (set_flag) with flag: depth_flag_6: tool "set_dep_th_flag_6", args {"flag": "depth_flag_6"}
13. deploy svc_0: tool "advance_o2", args {"service": "svc_0"}
14. health-check svc_0: tool "advance_o3", args {"service": "svc_0"}
Check that we used correct IDs: "set_dep_th_flag_6" is correct. "set_depth_flag_o0" is correct. "set_dep_th_flag_1" etc.
Now ensure ordering respects dependencies: we set flag_0 first, then depth_flag_0, then depth_flag_1, depth_flag_2, depth_flag_3, depth_flag_4, depth_flag_5, depth_flag_6. Then build artifact and publish. Then provision, configure, deploy, health-check.
But note that health-check requires depth_flag_6 and artifact published. Those are satisfied after step 12 (depth_flag_6 set) and step 4 (publish). However we are calling health-check after deploy, which is after those steps. That's fine.
But we must ensure that when we call health-check, depth_flag_6 is already set (it was set earlier). That's okay.
Now check that we didn't need to set flag_1 (secrets_synced) or other flags? Not required.
Now ensure that we didn't need to set depth_flag_3? It is part of chain but not required for health-check directly, but required for depth_flag_4 etc. So we set it.
Now ensure that we didn't need to set depth_flag_2? It is required for depth_flag_3, which we set. So okay.
Now ensure that we didn't need to set depth_flag_5? It is required for depth_flag_6, which we set. So okay.
Now ensure that we didn't need to set depth_flag_4? It is required for depth_flag_5, which we set. So okay.
Thus the sequence is valid.
Now produce JSON array of objects. Each object: {"tool": "<tool id>", "args": {"<param>": "<entity id>", ...}}.
Make sure param names match exactly as defined: For provision, param is service. So args: {"service": "svc_0"}.
For configure, param is service. So {"service": "svc_0"}.
For build_artifact, param is artifact. So {"artifact": "art_0"}.
For publish_artifact, param is artifact. So {"artifact": "art_0"}.
For set_-flag_0, param is flag. So {"flag": "flag_0"}.
For set_depth_flag_o0, param is flag. So {"flag": "depth_flag_0"}.
For set_dep_th_flag_1, param is flag. So {"flag": "depth_flag_1"}.
For set_dep_th_flag_2, param is flag. So {"flag": "depth_flag_2"}.
For set_depth_flag_o3, param is flag. So {"flag": "depth_flag_3"}.
For set_dep_th_flag_4, param is flag. So {"flag": "depth_flag_4"}.
For set_dep_th_flag_5, param is flag. So {"flag": "depth_flag_5"}.
For set_dep_th_flag_6, param is flag. So {"flag": "depth_flag_6"}.
For advance_o2 (deploy), param is service. So {"service": "svc_0"}.
For advance_o3 (health-check), param is service. So {"service": "svc_0"}.
Now produce JSON array in order.
Check that we didn't exceed 28 calls: we have 14.
Now output only JSON array, no extra text.
Let's construct array:
[
{"tool": "advance_o0", "args": {"service": "svc_0"}},
{"tool": "adva-nce_1", "args": {"service": "svc_0"}},
{"tool": "build_art_o0", "args": {"artifact": "art_0"}},
{"tool": "publis_h_art_0", "args": {"artifact": "art_0"}},
{"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_dep_th_flag_6", "args": {"flag": "depth_flag_6"}},
{"tool": "advance_o2", "args": {"service": "svc_0"}},
{"tool": "advance_o3", "args": {"service": "svc_0"}}
]
Make sure JSON is valid, no trailing commas.
Now output exactly that.
Realized dims
| dim | value |
|---|---|
| catalog_size | 16.0 |
| chain_length | 10.0 |
| 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 | 14.0 |
| 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 | 11.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |