Record 3a3b93c6d6c241488c4a167cb0dfe7c3
PASSVerdict and provenance first; raw prompt/response/reasoning below, collapsed.
✓PASSanswered "]"
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).
- 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.
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 (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)
TOOL CATALOG:
- id: set_depth_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: advance_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: advance_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_4 flag to be set. Requires the art_0 artifact to be published.
- id: set_depth_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: decoy_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_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_depth_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: decoy_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: advance_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_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: publish_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: advance_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 24 tool calls.
Response
[
{"tool":"set_flag_0","args":{"flag":"flag_0"}},
{"tool":"set_depth_flag_0","args":{"flag":"depth_flag_0"}},
{"tool":"set_depth_flag_1","args":{"flag":"depth_flag_1"}},
{"tool":"set_depth_flag_2","args":{"flag":"depth_flag_2"}},
{"tool":"set_depth_flag_3","args":{"flag":"depth_flag_3"}},
{"tool":"set_depth_flag_4","args":{"flag":"depth_flag_4"}},
{"tool":"build_art_0","args":{"artifact":"art_0"}},
{"tool":"publish_art_0","args":{"artifact":"art_0"}},
{"tool":"advance_0","args":{"service":"svc_0"}},
{"tool":"advance_1","args":{"service":"svc_0"}},
{"tool":"advance_2","args":{"service":"svc_0"}},
{"tool":"advance_3","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 (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). Note that depth_flag_3 and depth_flag_4 are same names as flag_0 and flag_1 but depth_ prefix; they are separate flags.
We need to consider preconditions and dependencies.
Current state summary:
- webhooks-0 is down (not provisioned). So its state is 'down'? Actually "currently down (not yet provisioned)". So it's in 'down' state.
- cache-1 is down (not provisioned). So also 'down'.
- release-image artifact does not exist yet (absent).
- db-migration artifact does not exist yet (absent).
- maintenance_window_open flag is off (false). There's also depth_flag_3 flag off (false). But they mention "maintenance_window_open flag is off" twice; maybe they refer to flag_0 and depth_flag_3 both off.
- secrets_synced flag is off (false). depth_flag_4 also off.
- feature_gate_on flag is off (depth_flag_0? Actually they list depth_flag_0 (feature_gate_on). So depth_flag_0 is off.
- backup_taken flag is off (depth_flag_1 off).
- quota_raised flag is off (depth_flag_2 off).
- The maintenance_window_open flag is off (again). So flag_0 off.
- secrets_synced flag is off (flag_1 off).
Goal: service 'webhooks-0' must reach at least the 'healthy' state.
Thus we need to bring webhooks-0 from down -> provisioned -> configured -> deployed -> healthy.
We have tools:
- advance_0: provision service (down -> provisioned). Precondition: service must be 'down'.
- advance_1: configure service (provisioned -> configured). Precondition: service must be 'provisioned'.
- advance_2: deploy service (configured -> deployed). Precondition: service must be 'configured'.
- advance_3: health-check (deployed -> healthy). Precondition: service must be 'deployed'. Also requires depth_flag_4 flag to be set, and art_0 artifact published.
Thus to get to healthy, we need to:
1. Provision svc_0 (webhooks-0) using advance_0.
2. Configure svc_0 using advance_1.
3. Deploy svc_0 using advance_2.
3a. Ensure depth_flag_4 is set (set_depth_flag_4) and art_0 published (publish_art_0). Also need art_0 built and published.
To build art_0, we need to call build_art_0 (artifact must be absent). Then publish_art_0 (artifact must be built). So sequence: build_art_0, publish_art_0.
But also need depth_flag_4 set, which requires depth_flag_3 first (set_depth_flag_3). And depth_flag_3 requires depth_flag_2 first. depth_flag_2 requires depth_flag_1 first. depth_flag_1 requires depth_flag_0 first. depth_flag_0 requires flag_0 first. flag_0 is maintenance_window_open flag.
Thus to set depth_flag_4, we need to set depth_flag_3, which needs depth_flag_2, which needs depth_flag_1, which needs depth_flag_0, which needs flag_0.
But note that depth_flag_0 is feature_gate_on flag; flag_0 is maintenance_window_open flag.
We also have set_flag_0 to set flag_0 (maintenance_window_open) to true. Precondition: it must currently be false. It is off, so we can set it.
Thus we can start setting flags.
But we need to consider that some flags may be needed for other steps? Only depth_flag_4 is required for health-check. depth_flag_4 requires depth_flag_3, which requires depth_flag_2, etc. So we need to set a chain of depth flags.
But also note that there are other flags like depth_flag_1 (backup_taken) etc. Not required for health-check but may be needed for other preconditions? Not directly.
Thus we need to set depth_flag_0 (feature_gate_on) which requires flag_0 (maintenance_window_open) first. So we need to set flag_0.
Set_flag_0 tool: set_flag_0 with flag: flag_0? Actually param is "flag": flag. The description: "Set the flag_0 flag to true." So we pass flag: flag_0? Or maybe they want the flag identifier? The param is "flag": flag. Probably they want the flag identifier string, which is "flag_0"? Actually the flag id is flag_0 (maintenance_window_open). So we set flag: "flag_0". The tool name is set_flag_0 but they also have set_depth_flag_0 etc. So to set flag_0 we use id: set_flag_0, args: {"flag":"flag_0"}.
Then we can set depth_flag_0 (feature_gate_on) using set_depth_flag_0, which requires flag_0 first. So after setting flag_0, we can set depth_flag_0.
Then set_depth_flag_1 (backup_taken) requires depth_flag_0 first.
Then set_depth_flag_2 (quota_raised) requires depth_flag_1 first.
Then set_depth_flag_3 (maintenance_window_open) requires depth_flag_2 first.
Then set_depth_flag_4 (secrets_synced) requires depth_flag_3 first.
Thus we can chain these.
But note that we also have set_depth_flag_3 tool that sets depth_flag_3 flag to true, precondition: it must currently be false, and requires depth_flag_2 flag first. So we need to set depth_flag_2 first.
Thus the chain is:
- set_flag_0 (flag_0) -> set_depth_flag_0 -> set_depth_flag_1 -> set_depth_flag_2 -> set_depth_flag_3 -> set_depth_flag_4.
All these must be done in order.
But do we need to set all of them? Only depth_flag_4 is required for health-check. However depth_flag_4's precondition requires depth_flag_3, which requires depth_flag_2, etc. So to set depth_flag_4, we must set all preceding depth flags. So we need to set depth_flag_0, depth_flag_1, depth_flag_2, depth_flag_3, then depth_flag_4.
Thus we need to call set_depth_flag_0, set_depth_flag_1, set_depth_flag_2, set_depth_flag_3, set_depth_flag_4 in that order.
But also need to set flag_0 first (maintenance_window_open). So the order is:
1. set_flag_0 (flag_0) -> sets flag_0 true.
2. set_depth_flag_0 (flag: depth_flag_0?) Actually the tool id is set_depth_flag_0, param flag: flag (the flag identifier?). It says "Set the depth_flag_0 flag to true. Precondition: it must currently be false. Requires the flag_0 flag first." So we pass "flag": "depth_flag_0"? Or maybe they want the flag identifier string "depth_flag_0"? The param is just "flag": flag. Probably they want the flag identifier string, which is "depth_flag_0". So args: {"flag":"depth_flag_0"}.
Similarly for set_depth_flag_1 etc.
Thus we need to produce tool calls for each flag setting.
Now after setting depth_flag_4, we need to build and publish artifact art_0.
- build_art_0: artifact must be absent. It is absent, so we can call it. It will move artifact from absent to built.
- publish_art_0: artifact must be built. After building, we can publish.
Now we need to provision svc_0 (advance_0). Precondition: service must be 'down'. It is down, so we can call advance_0 with service: svc_0.
Then configure svc_0 (advance_1) with service: svc_0.
Then deploy svc_0 (advance_2) with service: svc_0.
Now we need health-check (advance_3) with service: svc_0. Preconditions: service must be deployed (we will have deployed it), depth_flag_4 flag must be set (we will have set it), and art_0 artifact must be published (we will have published it). So after all those, we can call advance_3.
Thus the plan includes:
- set_flag_0 (flag_0)
- set_depth_flag_0
- set_depth_flag_1
- set_depth_flag_2
- set_depth_flag_3
- set_depth_flag_4
- build_art_0
- publish_art_0
- advance_0 (provision svc_0)
- advance_1 (configure svc_0)
- advance_2 (deploy svc_0)
- advance_3 (health-check svc_0)
Potentially also need to ensure that we don't exceed 24 calls; we have about 12 calls, fine.
But we must also consider that some flags may be required for other steps? Not needed.
But note that the flag_0 (maintenance_window_open) may be used elsewhere? Not needed for health-check.
But we must also consider that the depth_flag_3 is also named maintenance_window_open but depth version. The precondition for set_depth_flag_3 says "Requires the depth_flag_2 flag first." So we need to set depth_flag_2 before depth_flag_3. That's fine.
Thus the sequence of flag settings must be exactly in that order.
Now we need to output a JSON array of tool calls in order.
Each element: {"tool": "<tool id>", "args": {"<param>": "<entity id>", ...}}.
For flag setting tools, the args are {"flag":"<flag-id>"} where flag-id is the identifier string (e.g., "flag_0", "depth_flag_0", etc.). For build_art_0, args: {"artifact":"art_0"}.
For advance_0 etc., args: {"service":"svc_0"}.
Thus we need to produce the array.
Potential nuance: The tool id for set_depth_flag_3 is "set_depth_flag_3". It expects param "flag": flag. So we pass {"flag":"depth_flag_3"}.
Similarly for set_depth_flag_4: {"flag":"depth_flag_4"}.
Now we must ensure that we respect preconditions at each step. The order we propose respects them.
But we must also consider that the flag_0 must be set before depth_flag_0, which must be set before depth_flag_1, etc. So we need to place those calls in order.
Thus the order of tool calls:
1. set_flag_0 with flag:"flag_0"
2. set_depth_flag_0 with flag:"depth_flag_0"
3. set_depth_flag_1 with flag:"depth_flag_1"
4. set_depth_flag_2 with flag:"depth_flag_2"
5. set_depth_flag_3 with flag:"depth_flag_3"
6. set_depth_flag_4 with flag:"depth_flag_4"
7. build_art_0 with artifact:"art_0"
8. publish_art_0 with artifact:"art_0"
9. advance_0 with service:"svc_0"
10. advance_1 with service:"svc_0"
11. advance_2 with service:"svc_0"
12. advance_3 with service:"svc_0"
That's 12 calls.
But we must check if any other preconditions require something else.
- build_art_0 precondition: artifact must be absent. It is absent initially, so fine.
- publish_art_0 precondition: artifact must be built. After build_art_0, it becomes built, so fine.
- advance_0 precondition: service must be down. It is down, so fine.
- advance_1 precondition: service must be provisioned. After advance_0, it becomes provisioned, so fine.
- advance_2 precondition: service must be configured. After advance_1, it becomes configured, so fine.
- advance_3 precondition: service must be deployed (i.e., after advance_2). Also requires depth_flag_4 flag set (we will have set it earlier) and art_0 published (we will have published it). So order is fine.
Thus the plan works.
Now we must output only the JSON array, no extra text.
Thus final answer: a JSON array of 12 objects.
Let's construct them precisely.
1. {"tool":"set_flag_0","args":{"flag":"flag_0"}}
2. {"tool":"set_depth_flag_0","args":{"flag":"depth_flag_0"}}
3. {"tool":"set_depth_flag_1","args":{"flag":"depth_flag_1"}}
4. {"tool":"set_depth_flag_2","args":{"flag":"depth_flag_2"}}
5. {"tool":"set_depth_flag_3","args":{"flag":"depth_flag_3"}}
6. {"tool":"set_depth_flag_4","args":{"flag":"depth_flag_4"}}
7. {"tool":"build_art_0","args":{"artifact":"art_0"}}
8. {"tool":"publish_art_0","args":{"artifact":"art_0"}}
9. {"tool":"advance_0","args":{"service":"svc_0"}}
10. {"tool":"advance_1","args":{"service":"svc_0"}}
11. {"tool":"advance_2","args":{"service":"svc_0"}}
12. {"tool":"advance_3","args":{"service":"svc_0"}}
Check that tool ids match exactly as given: "set_flag_0", "set_depth_flag_0", "set_depth_flag_1", "set_depth_flag_2", "set_depth_flag_3", "set_depth_flag_4", "build_art_0", "publish_art_0", "advance_0", "advance_1", "advance_2", "advance_3". Yes.
Now ensure that the JSON array is valid: each object separated by commas, enclosed in [ ].
Thus final output:
[
{"tool":"set_flag_0","args":{"flag":"flag_0"}},
{"tool":"set_depth_flag_0","args":{"flag":"depth_flag_0"}},
{"tool":"set_depth_flag_1","args":{"flag":"depth_flag_1"}},
{"tool":"set_depth_flag_2","args":{"flag":"depth_flag_2"}},
{"tool":"set_depth_flag_3","args":{"flag":"depth_flag_3"}},
{"tool":"set_depth_flag_4","args":{"flag":"depth_flag_4"}},
{"tool":"build_art_0","args":{"artifact":"art_0"}},
{"tool":"publish_art_0","args":{"artifact":"art_0"}},
{"tool":"advance_0","args":{"service":"svc_0"}},
{"tool":"advance_1","args":{"service":"svc_0"}},
{"tool":"advance_2","args":{"service":"svc_0"}},
{"tool":"advance_3","args":{"service":"svc_0"}}
]
Make sure no extra whitespace? It's okay.
Thus final answer.
Realized dims
| dim | value |
|---|---|
| catalog_size | 14.0 |
| chain_length | 8.0 |
| decoy_count | 2.0 |
| dishonest_decoys_on | 0.0 |
| id_collisions_on | 0.0 |
| implicit_preconditions_on | 0.0 |
| irreversibility | 0.0 |
| parallel_goals | 1.0 |
| plan_overhead | 0.0 |
| poison_traps | 0.0 |
| realized_plan_depth | 12.0 |
| 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 | 0.0 |
| implicit_preconditions_on | 0.0 |
| irreversibility | 0.0 |
| parallel_goals | 1.0 |
| plan_depth | 9.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |