Record 829ea412625743b281199f24aa15085c
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).
- 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.
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 (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)
TOOL CATALOG:
- 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_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_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_-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_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_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_8 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_o2 | 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: advance_o0 | name: provision | params: service: service
Provision a service, moving it from 'down' to 'provisioned'. Precondition: the service must currently be 'down'.
- id: publish_art_o0 | name: publish_artifact | params: artifact: artifact
Publish the art_0 artifact (moves it from 'built' to 'published'). Precondition: the artifact must be 'built'.
- 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: 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: 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_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_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_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: adva-nce_1 | name: configure | params: service: service
Configure a service, moving it from 'provisioned' to 'configured'. Precondition: the service must currently be 'provisioned'.
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 32 tool calls.
Response
[
{"tool": "build_art_0", "args": {"artifact": "art_0"}},
{"tool": "publish_art_o0", "args": {"artifact": "art_0"}},
{"tool": "advance_o0", "args": {"service": "svc_0"}},
{"tool": "adva-nce_1", "args": {"service": "svc_0"}},
{"tool": "advance_o2", "args": {"service": "svc_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_depth_flag_o2", "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-dep-th_flag_6", "args": {"flag": "depth_flag_6"}},
{"tool": "set_depth_flag_o7", "args": {"flag": "depth_flag_7"}},
{"tool": "set_dep_th_flag_8", "args": {"flag": "depth_flag_8"}},
{"tool": "adva_nce_3", "args": {"service": "svc_0"}}
]
Reasoning
Model reasoning
We need to produce a sequence of tool calls leading to webhooks-0 being healthy.
Goal: service 'webhooks-0' must reach at least the 'healthy' state.
Current state: all services are down (not yet provisioned). So we need to go through states:
Service lifecycle: down -> provisioned via provision tool (advance_o0) -> configured via configure tool (adva-nce_1) -> deployed via deploy tool (advance_o2) -> healthy via health-check tool (adva_nce_3).
Preconditions for each step:
- provision: service must be down. Both services start down. We'll provision webhooks-0 (svc_0) using advance_o0 with service: svc_0.
- configure: service must be provisioned. After provisioning, we can run adva-nce_1 (configure) on svc_0.
- deploy: service must be configured. Use advance_o2 (deploy) on svc_0.
- health-check: precondition: service must be deployed AND requires depth_flag_8 flag to be set AND requires art_0 artifact to be published.
Thus before health-check we need to have depth_flag_8 true and art_0 published.
Now let's see flags structure.
There are many 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).
So there are multiple copies? Actually they seem like hierarchical dependencies: To set certain depth flags you need previous ones.
Specifically:
set_-flag_0 sets flag_0 (requires nothing else). This corresponds to maintenance_window_open.
set_depth_flag_o0 sets depth_flag_0 (feature_gate_on) but requires flag_0 first.
set_dep_th_flag_1 sets depth_flag_1 (backup_taken) requiring depth_flag_0.
set_depth_flag_o2 sets depth_flag_2 (quota_raised) requiring depth_flag_1.
set_dep_th_flag_3 sets depth_flag_3 (maintenance_window_open) requiring depth_flag_2.
set_depth_flag_o4 sets depth_flag_4 (secrets_synced) requiring depth_flag_3.
set_dep_th_flag_5 sets depth_flag_5 (feature_gate_on) requiring depth_flag_4.
set_dep-th_flag_6 sets depth_flag_6 (backup_taken) requiring depth_flag_5.
set_depth_flag_o7 sets depth_flag_7 (quota_raised) requiring depth_flag_6.
set_dep_th_flag_8 sets depth_flag_8 (maintenance_window_open) requiring depth_flag_7.
Thus chain: 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.
All initially false.
Also note there are duplicate names: e.g., flag_0 and depth_flag_3 both correspond to maintenance_window_open etc. But anyway.
To get depth_flag_8 true we need to set them sequentially.
Additionally health-check requires art_0 artifact to be published.
Artifact flow: absent -> built via build_art_0 -> published via publish_art_o0.
Currently artifact does not exist yet (absent). So we need to build then publish.
Thus overall steps:
1. Build art_0: build_art_0 (artifact: art_0) - precondition: artifact absent (true).
2. Publish art_0: publish_art_o0 (artifact: art_0) - precondition: artifact built (after step1).
3. Set flag_0: set_-flag_0 (flag: flag_0) - precondition false.
4. Set depth_flag_0: set_depth_flag_o0 (flag: flag) ??? Wait param expects flag: flag? It says set_flag takes flag: flag. Probably we pass the flag identifier as value? In examples earlier they used something like {"tool":"set_-flag_0","args":{"flag":"flag_0"}} maybe. Let's assume argument key is "flag" and value is the flag entity id (like "flag_0").
Thus after setting flag_0, we can set depth_flag_0 using set_depth_flag_o0 with flag: depth_flag_0? Or perhaps they intend the same tool but different IDs refer to setting specific flag. Look at tool list: each set_flag tool has unique id and description indicating which flag it sets. Eg:
- 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.
Thus each tool's description indicates which flag it sets, despite same param name. So we just call the specific tool id; we don't need to pass which flag; it's implied by tool id. However the schema says params: flag: flag. Maybe we still need to provide flag argument but it's ignored? Safer to include flag argument matching the flag being set. We'll follow pattern: {"tool":"set_-flag_0","args":{"flag":"flag_0"}}.
Similarly for set_depth_flag_o0: {"tool":"set_depth_flag_o0","args":{"flag":"depth_flag_0"}}.
Proceed similarly.
Thus after flag_0, we call set_depth_flag_o0 (requires flag_0). Then set_dep_th_flag_1 (requires depth_flag_0). Then set_depth_flag_o2 (requires depth_flag_1). Then set_dep_th_flag_3 (requires depth_flag_2). Then set_depth_flag_o4 (requires depth_flag_3). Then set_dep_th_flag_5 (requires depth_flag_4). Then set_dep-th_flag_6 (requires depth_flag_5). Then set_depth_flag_o7 (requires depth_flag_6). Then set_dep_th_flag_8 (requires depth_flag_7). That yields depth_flag_8 true.
Alternatively we could stop earlier if health-check only needs depth_flag_8. Yes need depth_flag_8.
Thus after setting depth_flag_8 we can health-check webhooks-0.
But also need service to be deployed before health-check.
Thus after building/publishing artifact and setting flags up to depth_flag_8, we need to provision, configure, deploy webhooks-0, then health-check.
Order: we can interleave flag setting with service steps as long as preconditions satisfied.
Provision and configure and deploy do not depend on flags or artifacts. Only health-check depends on depth_flag_8 and artifact published.
Thus we can do:
- Build artifact
- Publish artifact
- Provision svc_0
- Configure svc_0
- Deploy svc_0
- Then set flags chain up to depth_flag_8
- Then health-check svc_0
Check preconditions:
- provision: svc_0 down -> ok.
- configure: after provision, svc_0 provisioned -> ok.
- deploy: after configure, svc_0 configured -> ok.
- health-check: after deploy, svc_0 deployed -> ok. Also need depth_flag_8 true and artifact published. We'll have done those before.
Thus final step health-check.
Let's list tool IDs:
- build_art_0
- publish_art_o0
- advance_o0 (provision)
- adva-nce_1 (configure) note the id: adva-nce_1 (with hyphen). Actually listed: id: adva-nce_1 | name: configure | params: service: service
- advance_o2 (deploy) id: advance_o2 | name: deploy
- set_-flag_0
- set_depth_flag_o0
- set_dep_th_flag_1
- set_depth_flag_o2
- set_dep_th_flag_3
- set_depth_flag_o4
- set_dep_th_flag_5
- set_dep-th_flag_6
- set_depth_flag_o7
- set_dep_th_flag_8
- adva_nce_3 (health-check) id: adva_nce_3 | name: health-check
Note some ids have underscores and hyphens weirdly. Need to copy exactly as given.
List:
- build_art_0
- publish_art_o0
- advance_o0
- adva-nce_1
- advance_o2
- set_-flag_0
- set_depth_flag_o0
- set_dep_th_flag_1
- set_depth_flag_o2
- set_dep_th_flag_3
- set_depth_flag_o4
- set_dep_th_flag_5
- set_dep-th_flag_6
- set_depth_flag_o7
- set_dep_th_flag_8
- adva_nce_3
Check each exists in catalog:
Yes.
Now ensure we use correct args:
For provision/configure/deploy/health-check: args {"service": "svc_0"}.
For build_art_0: args {"artifact": "art_0"}.
For publish_art_o0: args {"artifact": "art_0"}.
For set_-flag_0: args {"flag": "flag_0"}.
For set_depth_flag_o0: args {"flag": "depth_flag_0"}.
For set_dep_th_flag_1: args {"flag": "depth_flag_1"}.
For set_depth_flag_o2: args {"flag": "depth_flag_2"}.
For set_dep_th_flag_3: args {"flag": "depth_flag_3"}.
For set_depth_flag_o4: args {"flag": "depth_flag_4"}.
For set_dep_th_flag_5: args {"flag": "depth_flag_5"}.
For set_dep-th_flag_6: args {"flag": "depth_flag_6"}.
For set_depth_flag_o7: args {"flag": "depth_flag_7"}.
For set_dep_th_flag_8: args {"flag": "depth_flag_8"}.
Now check preconditions for each set_*:
- set_-flag_0: requires flag_0 false (initially false) ok.
- set_depth_flag_o0: requires flag_0 true (we just set) and depth_flag_0 false. ok.
- set_dep_th_flag_1: requires depth_flag_0 true (just set) and depth_flag_1 false. ok.
- set_depth_flag_o2: requires depth_flag_1 true and depth_flag_2 false. ok.
- set_dep_th_flag_3: requires depth_flag_2 true and depth_flag_3 false. ok.
- set_depth_flag_o4: requires depth_flag_3 true and depth_flag_4 false. ok.
- set_dep_th_flag_5: requires depth_flag_4 true and depth_flag_5 false. ok.
- set_dep-th_flag_6: requires depth_flag_5 true and depth_flag_6 false. ok.
- set_depth_flag_o7: requires depth_flag_6 true and depth_flag_7 false. ok.
- set_dep_th_flag_8: requires depth_flag_7 true and depth_flag_8 false. ok.
Thus chain works.
Now health-check: requires depth_flag_8 true and art_0 published. We'll have done those.
Now verify that we haven't missed any other flags needed? No.
Now count steps: 2 artifact + 3 service + 10 flag = 15 steps. Within limit 32.
Now output JSON array.
Make sure ordering: build, publish, provision, configure, deploy, then flags chain, then health-check.
Let's write.
Realized dims
| dim | value |
|---|---|
| catalog_size | 18.0 |
| chain_length | 12.0 |
| 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 | 16.0 |
| 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 | 13.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |