Record df353f9ff08c4949b7fa5ab7396ef3f0
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:
- cache-0 is currently down (not yet provisioned).
- gateway-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.
GOAL (all conditions must hold at the end):
- service 'cache-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (cache-0), svc_1 (gateway-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)
TOOL CATALOG:
- id: decoy_o0 | 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_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: 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: 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_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_depth_flag_o5 | 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_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: 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: 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_5 flag to be set. Requires the art_0 artifact to be published.
- 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_flag_o0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- 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_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_0 | name: provision | params: service: service
Provision a service, moving it from 'down' to 'provisioned'. Precondition: the service must currently be 'down'.
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 26 tool calls.
Response
[
{"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": "build_art_0", "args": {"artifact": "art_0"}},
{"tool": "publish_art_o0", "args": {"artifact": "art_0"}},
{"tool": "set_depth_flag_o0", "args": {"flag": "depth_flag_0"}},
{"tool": "set_depth_flag_o1", "args": {"flag": "depth_flag_1"}},
{"tool": "set_depth_flag_o2", "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_depth_flag_o5", "args": {"flag": "depth_flag_5"}},
{"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 'cache-0' must reach at least the 'healthy' state. Use exact entity ids: services: svc_0 (cache-0), svc_1 (gateway-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). Note some duplicates: depth_flag_3 is maintenance_window_open, depth_flag_4 is secrets_synced, depth_flag_5 is feature_gate_on. Also flag_0 is maintenance_window_open, flag_1 is secrets_synced. So there are multiple flags with same names but different depths.
We need to set up the deployment pipeline: provision service, configure, deploy, health-check. Also need to build and publish artifact, and set flags accordingly.
Goal: service 'cache-0' must reach at least 'healthy' state. That means we need to get it to healthy via health-check tool, which requires service to be deployed, and requires depth_flag_5 flag to be set, and art_0 artifact to be published. Also health-check moves from deployed to healthy.
Thus we need to:
- Provision svc_0 (cache-0) (currently down). Use adva-nce_0 tool with service: svc_0.
- Then configure svc_0 (currently provisioned). Use adva-nce_1 tool with service: svc_0.
- Then deploy svc_0 (currently configured). Use adva-nce_2 tool with service: svc_0.
- Then health-check svc_0 (currently deployed). Use advance_o3 tool with service: svc_0. Preconditions: service must be deployed, and depth_flag_5 flag must be set, and art_0 artifact must be published.
Thus we need to ensure depth_flag_5 is set (feature_gate_on). depth_flag_5 requires depth_flag_4 (secrets_synced) to be set first. depth_flag_4 requires depth_flag_3 (maintenance_window_open) to be set first. depth_flag_3 requires depth_flag_2 (quota_raised) to be set first. depth_flag_2 requires depth_flag_1 (backup_taken) to be set first. depth_flag_1 requires depth_flag_0 (feature_gate_on) to be set first. depth_flag_0 requires flag_0 (maintenance_window_open) to be set first. Wait careful: The tool definitions:
- set_depth_flag_o5: set_flag flag: flag (depth_flag_5). Precondition: it must currently be false. Requires the depth_flag_4 flag first.
- set_depth_flag_o4: set_flag flag: flag (depth_flag_4). Precondition: it must currently be false. Requires the depth_flag_3 flag first.
- set_depth_flag_o3: set_flag flag: flag (depth_flag_3). Precondition: it must currently be false. Requires the depth_flag_2 flag first.
- set_depth_flag_o2: set_flag flag: flag (depth_flag_2). Precondition: it must currently be false. Requires the depth_flag_1 flag first.
- set_depth_flag_o1: set_flag flag: flag (depth_flag_1). Precondition: it must currently be false. Requires the depth_flag_0 flag first.
- set_depth_flag_o0: set_flag flag: flag (depth_flag_0). Precondition: it must currently be false.
But also there are set_dep-th_flag_0 etc. Actually there are multiple flag setting tools:
- set_dep-th_flag_3 | name: set_flag | params: flag: flag (depth_flag_3). Precondition: it must currently be false. Requires the depth_flag_2 flag first.
- set_depth_flag_o5 etc.
But we also have set_dep-th_flag_0 | name: set_flag | params: flag: flag (depth_flag_0). Precondition: it must currently be false.
- set_flag_o0 | name: set_flag | params: flag: flag (flag_0). Precondition: it must currently be false.
- set_depth_flag_o1 etc.
We need to set flag_0 (maintenance_window_open) to true? Actually flag_0 is maintenance_window_open. The goal includes that flag_0 must be true? The goal list includes "maintenance_window_open flag is off" currently, but the goal conditions? The goal only says service cache-0 must reach at least healthy. It doesn't explicitly require flags to be true, but the health-check precondition requires depth_flag_5 to be set, which requires depth_flag_4, etc. So we need to set a chain of flags to satisfy health-check.
Let's map the required flags:
We need depth_flag_5 (feature_gate_on) to be true for health-check. Precondition: depth_flag_5 must be false currently, and requires depth_flag_4 flag first (i.e., depth_flag_4 must be set to true before we can set depth_flag_5). So we need to set depth_flag_4 (secrets_synced) to true. depth_flag_4 requires depth_flag_3 (maintenance_window_open) to be set first. depth_flag_3 requires depth_flag_2 (quota_raised) to be set first. depth_flag_2 requires depth_flag_1 (backup_taken) to be set first. depth_flag_1 requires depth_flag_0 (feature_gate_on?) Actually depth_flag_0 is feature_gate_on? Wait depth_flag_0 is feature_gate_on? The description: depth_flag_0 (feature_gate_on). Yes depth_flag_0 is feature_gate_on. But also there is flag_0 (maintenance_window_open). So depth_flag_0 is feature_gate_on, but also there is a flag_0 (maintenance_window_open). So depth_flag_0 is a different flag (feature_gate_on). The precondition for set_depth_flag_o1 (set depth_flag_1) requires depth_flag_0 flag first. So we need to set depth_flag_0 (feature_gate_on) first. But also there is a tool set_depth_flag_o0 (set_flag flag: flag) which sets depth_flag_0? Actually set_depth_flag_o0 sets depth_flag_0? The description: set_depth_flag_o0 | name: set_flag | params: flag: flag (depth_flag_0). Precondition: it must currently be false. So we can set depth_flag_0 directly without any prerequisite? It only says precondition: it must currently be false. No requires clause. So we can set depth_flag_0 directly.
But also there is set_dep-th_flag_0 (set_flag flag: flag) which sets depth_flag_0? Actually set_dep-th_flag_0 also sets depth_flag_0? The name suggests set dependency flag 0? But it's also depth_flag_0? The description: set_dep-th_flag_0 | name: set_flag | params: flag: flag (depth_flag_0). Precondition: it must currently be false. Requires the flag_0 flag first. So that one requires flag_0 (maintenance_window_open) to be set first. So there are two tools to set depth_flag_0: set_depth_flag_o0 (no prerequisite) and set_dep-th_flag_0 (requires flag_0). Which one to use? Probably we can just use set_depth_flag_o0 to set depth_flag_0 directly, no need to involve flag_0. However we also need to set flag_0 (maintenance_window_open) maybe for other reasons? Not required for health-check directly, but maybe needed for other preconditions? Let's see: depth_flag_3 requires depth_flag_2 first, etc. depth_flag_2 requires depth_flag_1 first, etc. depth_flag_1 requires depth_flag_0 first. So we need to set depth_flag_0 (feature_gate_on) to true before we can set depth_flag_1, etc. So we need to set depth_flag_0 (feature_gate_on) to true. That can be done via set_depth_flag_o0 (set_flag flag: flag) with flag: depth_flag_0? Actually the param is "flag": flag, where flag is the flag identifier? The tool expects param "flag": flag (the flag identifier). So to set depth_flag_0, we would use "flag": "depth_flag_0"? Or maybe the flag identifier is "depth_flag_0". The tool's param is "flag": flag, where flag is the flag identifier. So we can set depth_flag_0 by passing "flag": "depth_flag_0". That will set that flag to true.
Thus we can set depth_flag_0 directly with set_depth_flag_o0.
But also we might need to set flag_0 (maintenance_window_open) to true for some other reason? The goal does not require it, but maybe some other precondition requires it? Let's check other tools: set_dep-th_flag_3 requires depth_flag_2 first, not flag_0. set_depth_flag_o5 requires depth_flag_4 first. set_depth_flag_o4 requires depth_flag_3 first. set_depth_flag_o3 requires depth_flag_2 first. set_depth_flag_o2 requires depth_flag_1 first. set_depth_flag_o1 requires depth_flag_0 first. So the chain is depth_flag_0 -> depth_flag_1 -> depth_flag_2 -> depth_flag_3 -> depth_flag_4 -> depth_flag_5. So we need to set depth_flag_0, then depth_flag_1, then depth_flag_2, then depth_flag_3, then depth_flag_4, then depth_flag_5.
But also there are other flag setting tools that require flag_0 or flag_1 etc. For example set_dep-th_flag_0 requires flag_0 first. But we may not need that one.
We also need to publish artifact art_0 (release-image). Steps: build_artifact (build_art_0) to build it (from absent to built). Then publish_artifact (publish_art_o0) to publish it (from built to published). The health-check requires art_0 artifact to be published. So we need to build and publish art_0.
Thus the plan:
1. Provision svc_0 (cache-0) using adva-nce_0 with service: svc_0.
2. Configure svc_0 using adva-nce_1 with service: svc_0.
3. Deploy svc_0 using adva-nce_2 with service: svc_0.
Now we need to set up flags and artifact.
We need to build artifact art_0: build_artifact with artifact: art_0.
Then publish artifact: publish_artifact with artifact: art_0.
Now we need to set depth_flag_0 (feature_gate_on) to true. Use set_depth_flag_o0 with flag: depth_flag_0.
Then set depth_flag_1 (backup_taken) to true. Use set_depth_flag_o1 with flag: depth_flag_1. Precondition: depth_flag_0 must be true (which we just set). Also must be currently false.
Then set depth_flag_2 (quota_raised) to true. Use set_depth_flag_o2 with flag: depth_flag_2. Precondition: depth_flag_1 true.
Then set depth_flag_3 (maintenance_window_open) to true. Use set_depth_flag_o3 with flag: depth_flag_3. Precondition: depth_flag_2 true.
Then set depth_flag_4 (secrets_synced) to true. Use set_depth_flag_o4 with flag: depth_flag_4. Precondition: depth_flag_3 true.
Then set depth_flag_5 (feature_gate_on) to true. Use set_depth_flag_o5 with flag: depth_flag_5. Precondition: depth_flag_4 true.
Now we can health-check svc_0: advance_o3 with service: svc_0. Preconditions: service deployed (yes), depth_flag_5 set (yes), art_0 published (yes). So health-check will move it to healthy.
Thus we have a sequence of tool calls.
We must ensure we do not exceed 26 calls. Let's count:
1. adva-nce_0 (provision) - 1
2. adva-nce_1 (configure) - 2
3. adva-nce_2 (deploy) - 3
4. build_art_0 (build artifact) - 4
5. publish_art_o0 (publish artifact) - 5
6. set_depth_flag_o0 (set depth_flag_0) - 6
7. set_depth_flag_o1 (set depth_flag_1) - 7
8. set_depth_flag_o2 (set depth_flag_2) - 8
9. set_depth_flag_o3 (set depth_flag_3) - 9
10. set_depth_flag_o4 (set depth_flag_4) - 10
11. set_depth_flag_o5 (set depth_flag_5) - 11
12. advance_o3 (health-check) - 12
That's 12 calls, well under 26.
But we must ensure the precondition for each flag setting is satisfied at the time of call. Let's verify:
- Initially, all depth flags are off (false). Also flag_0 (maintenance_window_open) is off. But we are not using set_dep-th_flag_0 which requires flag_0. We are using set_depth_flag_o0 which has no prerequisite. So we can set depth_flag_0 directly.
- After setting depth_flag_0, we can set depth_flag_1 (requires depth_flag_0). So okay.
- After depth_flag_1, we can set depth_flag_2 (requires depth_flag_1). So okay.
- After depth_flag_2, we can set depth_flag_3 (requires depth_flag_2). So okay.
- After depth_flag_3, we can set depth_flag_4 (requires depth_flag_3). So okay.
- After depth_flag_4, we can set depth_flag_5 (requires depth_flag_4). So okay.
Thus the order is correct.
Now we need to ensure that the artifact build and publish steps are valid: build_artifact precondition: artifact must be absent. Initially it's absent. So we can build it. Then publish_artifact precondition: artifact must be built. After build, it's built. So we can publish.
Now health-check precondition: service must be deployed (we deployed it). depth_flag_5 must be set (we will set it before health-check). art_0 must be published (we will publish before health-check). So order: we need to set depth_flag_5 before health-check. So the sequence should be: after publishing artifact, we can start setting flags, then health-check at the end.
Thus final order:
1. adva-nce_0 (provision svc_0)
2. adva-nce_1 (configure svc_0)
3. adva-nce_2 (deploy svc_0)
4. build_art_0 (build artifact art_0)
5. publish_art_o0 (publish artifact art_0)
6. set_depth_flag_o0 (set depth_flag_0)
7. set_depth_flag_o1 (set depth_flag_1)
8. set_depth_flag_o2 (set depth_flag_2)
9. set_depth_flag_o3 (set depth_flag_3)
10. set_depth_flag_o4 (set depth_flag_4)
11. set_depth_flag_o5 (set depth_flag_5)
12. advance_o3 (health-check svc_0)
Check that each tool id matches exactly as given:
- adva-nce_0 is "adva-nce_0" (name: provision). Yes.
- adva-nce_1 is "adva-nce_1" (name: configure). Yes.
- adva-nce_2 is "adva-nce_2" (name: deploy). Yes.
- build_art_0 is "build_art_0" (name: build_artifact). Yes.
- publish_art_o0 is "publish_art_o0" (name: publish_artifact). Yes.
- set_depth_flag_o0 is "set_depth_flag_o0" (name: set_flag). Yes.
- set_depth_flag_o1 is "set_depth_flag_o1". Yes.
- set_depth_flag_o2 is "set_depth_flag_o2". Yes.
- set_depth_flag_o3 is "set_depth_flag_o3". Yes.
- set_depth_flag_o4 is "set_depth_flag_o4". Yes.
- set_depth_flag_o5 is "set_depth_flag_o5". Yes.
- advance_o3 is "advance_o3" (name: health-check). Yes.
Now we need to output JSON array of objects with "tool" and "args". The args are key-value pairs of parameters. For each tool, we need to include the parameters as specified.
Let's map each tool's parameters:
- adva-nce_0: params: service: service. So args: {"service": "svc_0"}.
- adva-nce_1: same: {"service": "svc_0"}.
- adva-nce_2: {"service": "svc_0"}.
- build_art_0: params: artifact: artifact. So args: {"artifact": "art_0"}.
- publish_art_o0: {"artifact": "art_0"}.
- set_depth_flag_o0: {"flag": "depth_flag_0"}.
- set_depth_flag_o1: {"flag": "depth_flag_1"}.
- set_depth_flag_o2: {"flag": "depth_flag_2"}.
- set_depth_flag_o3: {"flag": "depth_flag_3"}.
- set_depth_flag_o4: {"flag": "depth_flag_4"}.
- set_depth_flag_o5: {"flag": "depth_flag_5"}.
- advance_o3: {"service": "svc_0"}.
Thus the JSON array will be:
[
{"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": "build_art_0", "args": {"artifact": "art_0"}},
{"tool": "publish_art_o0", "args": {"artifact": "art_0"}},
{"tool": "set_depth_flag_o0", "args": {"flag": "depth_flag_0"}},
{"tool": "set_depth_flag_o1", "args": {"flag": "depth_flag_1"}},
{"tool": "set_depth_flag_o2", "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_depth_flag_o5", "args": {"flag": "depth_flag_5"}},
{"tool": "advance_o3", "args": {"service": "svc_0"}}
]
Make sure the tool ids are exactly as given: "advance_o3" not "advance_o3"? The tool id is "advance_o3". Yes.
Check that "set_depth_flag_o0" etc are correct ids.
Now ensure that we are not missing any required flags like flag_0 (maintenance_window_open) or flag_1 (secrets_synced). The goal does not require them to be true, but they might be required for other preconditions? Let's double-check: The health-check precondition requires depth_flag_5 and art_0 published. It does not require flag_0 or flag_1. However, there might be other preconditions for some steps we used that require flag_0 or flag_1. For example, set_dep-th_flag_0 requires flag_0 first, but we are not using that tool. So fine.
Thus the plan is valid.
Now output only the JSON array, no extra text.
Realized dims
| dim | value |
|---|---|
| catalog_size | 15.0 |
| chain_length | 9.0 |
| 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 |
| poison_traps | 0.0 |
| realized_plan_depth | 13.0 |
| 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 | 10.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |