Record 4999a7790a7c4b1cbc0b11c7c9275dfe
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:
- cache-0 is currently down (not yet provisioned).
- ingest-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 (ingest-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: 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: 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: 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_flag_0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- 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_2 | 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_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_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: 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_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_5 flag to be set. Requires the art_0 artifact to be published.
- 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_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: advance_0 | name: provision | params: service: service
Provision a service, moving it from 'down' to 'provisioned'. Precondition: the service must currently be 'down'.
- 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_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.
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":"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":"set_depth_flag_5","args":{"flag":"depth_flag_5"}},
{"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 'cache-0' must reach at least the 'healthy' state. Use exact entity IDs: services svc_0 (cache-0), svc_1 (ingest-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 and depth_flag_4 etc. But we have tool IDs: set_depth_flag_3, set_depth_flag_1, set_flag_0, advance_2, decoy_0, warm_cache, advance_3, publish_art_0, build_art_0, set_depth_flag_5, set_depth_flag_0, set_depth_flag_2, advance_0, configure, set_depth_flag_4.
We need to plan steps to get cache-0 to healthy. The health-check tool (advance_3) moves a service from deployed to healthy, precondition: service must be deployed, requires depth_flag_5 flag set, requires art_0 artifact published.
To get service deployed, we need to provision and configure it. Provision moves from down to provisioned (advance_0). Configure moves from provisioned to configured (advance_1). Then deploy moves from configured to deployed (advance_2). Then health-check moves to healthy (advance_3). So we need to go through those steps.
Preconditions: provision requires service down (which is true). configure requires provisioned (will be after provision). deploy requires configured (after configure). health-check requires deployed and depth_flag_5 and art_0 published.
Also need art_0 artifact built and published. Build_artifact (build_art_0) builds from absent to built. Publish_artifact (publish_art_0) moves built to published. Precondition for publish: artifact must be built.
Also need depth_flag_5 set, which requires depth_flag_4 set, which requires depth_flag_3 set. depth_flag_3 requires flag_0 flag first? Actually set_depth_flag_3 precondition: it must currently be false. Requires the depth_flag_2 flag first. Wait reading: "set_depth_flag_3 | name: set_flag | params: flag: flag Precondition: it must currently be false. Requires the depth_flag_2 flag first." So to set depth_flag_3, we need depth_flag_2 already true. depth_flag_2 is set via set_depth_flag_2, which requires depth_flag_1 first. depth_flag_1 requires depth_flag_0 first. depth_flag_0 requires flag_0 flag first. flag_0 is set via set_flag_0, precondition: it must currently be false.
Thus chain: set_flag_0 -> set_depth_flag_0 -> set_depth_flag_2 -> set_depth_flag_3 -> set_depth_flag_4 -> set_depth_flag_5. Actually depth_flag_4 requires depth_flag_3 first. depth_flag_5 requires depth_flag_4 first.
Goal: set depth_flag_5 true (for health-check). Also need art_0 published.
Also need to ensure other flags maybe not required? The health-check precondition only mentions depth_flag_5 and art_0 published. It does not require other flags. So we need to set depth_flag_5 true.
But also there are other flags that may need to be set due to preconditions of other tools? Not needed for health-check.
However there may be constraints about using set_depth_flag_3 etc. We need to set depth_flag_5, which requires depth_flag_4, which requires depth_flag_3, which requires depth_flag_2, which requires depth_flag_1, which requires depth_flag_0, which requires flag_0. So we need to set flag_0, then depth_flag_0, then depth_flag_2, then depth_flag_3, then depth_flag_4, then depth_flag_5. That's 6 set_flag calls.
But also we need to ensure that each set_flag call's precondition holds: they must currently be false. Initially all depth flags are off (false). flag_0 is off. So we can set them in order.
Now we also need to provision, configure, deploy, health-check cache-0 (svc_0). That's 4 steps: advance_0 (provision), advance_1 (configure), advance_2 (deploy), advance_3 (health-check). That's 4 tool calls.
We also need to build and publish artifact art_0: build_art_0 then publish_art_0. That's 2 calls.
We also may need to set other flags? Not required for health-check. But maybe there are other preconditions for other steps that we might need to satisfy to allow provisioning? Provision only requires service down, which is true. Configure only requires provisioned, which we will achieve after provision. Deploy only requires configured, which we will achieve after configure. Health-check only requires deployed, depth_flag_5, and art_0 published. So we need to ensure depth_flag_5 is true before health-check, and art_0 published before health-check.
Thus overall plan: set flag_0, set_depth_flag_0, set_depth_flag_2, set_depth_flag_3, set_depth_flag_4, set_depth_flag_5 (in order). Then build_art_0, publish_art_0. Then provision svc_0, configure svc_0, deploy svc_0, health-check svc_0.
We must ensure that we don't exceed 26 calls. Let's count: 6 set_flag calls (set_flag_0, set_depth_flag_0, set_depth_flag_2, set_depth_flag_3, set_depth_flag_4, set_depth_flag_5) = 6. Build_art_0 (1), publish_art_0 (1) = 2 => total 8. Provision (1), configure (1), deploy (1), health-check (1) = 4 => total 12. That's within 26.
But we must also consider that set_depth_flag_1 and set_depth_flag_5 etc are not needed? Actually we need set_depth_flag_5, which 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. depth_flag_0 requires flag_0. So we need to set depth_flag_1 and depth_flag_2 as intermediate steps, even though they are not directly used later. So we need to call set_depth_flag_1 and set_depth_flag_2. Also set_depth_flag_3 and set_depth_flag_4. So the chain is: set_flag_0 -> set_depth_flag_0 -> set_depth_flag_1 -> set_depth_flag_2 -> set_depth_flag_3 -> set_depth_flag_4 -> set_depth_flag_5. That's 7 calls? Let's list:
- set_flag_0 (sets flag_0)
- set_depth_flag_0 (sets depth_flag_0)
- set_depth_flag_1 (sets depth_flag_1)
- set_depth_flag_2 (sets depth_flag_2)
- set_depth_flag_3 (sets depth_flag_3)
- set_depth_flag_4 (sets depth_flag_4)
- set_depth_flag_5 (sets depth_flag_5)
Yes 7 calls. Did we miss any? The tool list includes set_depth_flag_1, set_depth_flag_2, set_depth_flag_3, set_depth_flag_4, set_depth_flag_5. So we need to call all of them in order, plus set_flag_0. That's 6? Wait set_flag_0 is separate. So total 6? Let's count: set_flag_0 (1), set_depth_flag_0 (2), set_depth_flag_1 (3), set_depth_flag_2 (4), set_depth_flag_3 (5), set_depth_flag_4 (6), set_depth_flag_5 (7). That's 7 calls.
But earlier we counted 6 set_flag calls; we missed set_depth_flag_1. So total calls will be 7 + 2 (build/publish) + 4 (provision, configure, deploy, health-check) = 13 calls. That's fine.
Now we must ensure that each tool call's precondition is satisfied at the moment we call it. Let's simulate.
Initial state:
- flag_0: off (false)
- depth_flag_0: off (false)
- depth_flag_1: off (false)
- depth_flag_2: off (false)
- depth_flag_3: off (false)
- depth_flag_4: off (false)
- depth_flag_5: off (false)
- flag_1 etc not relevant.
- artifact art_0: absent (not built)
- artifact art_1: not relevant.
- service svc_0: down (not provisioned)
- service svc_1: down.
Now we can call set_flag_0: precondition: flag_0 must be false. It is false, so okay.
After set_flag_0, flag_0 becomes true.
Now we can call set_depth_flag_0: precondition: depth_flag_0 must be false (it is), and requires flag_0 flag first. The tool description: "Requires the flag_0 flag first." Means that flag_0 must be true before we can set depth_flag_0. So after set_flag_0, we can set depth_flag_0.
Call set_depth_flag_0: sets depth_flag_0 true.
Now we can call set_depth_flag_1: precondition: depth_flag_1 must be false (it is), and requires depth_flag_0 first. So we can call set_depth_flag_1 now.
After that, depth_flag_1 true.
Now call set_depth_flag_2: precondition: depth_flag_2 false, requires depth_flag_1 first. So call set_depth_flag_2.
Now depth_flag_2 true.
Now call set_depth_flag_3: precondition: depth_flag_3 false, requires depth_flag_2 first. So call set_depth_flag_3.
Now depth_flag_3 true.
Now call set_depth_flag_4: precondition: depth_flag_4 false, requires depth_flag_3 first. So call set_depth_flag_4.
Now depth_flag_4 true.
Now call set_depth_flag_5: precondition: depth_flag_5 false, requires depth_flag_4 first. So call set_depth_flag_5.
Now depth_flag_5 true.
Now we can build artifact art_0: precondition: artifact must be absent. It is absent, so okay.
Call build_art_0: moves to built.
Now publish_art_0: precondition: artifact must be built. It is built, so okay.
Now we can provision svc_0: precondition: service must be down. It is down, so okay.
Call advance_0 (provision) with service svc_0.
Now svc_0 becomes provisioned.
Now configure svc_0: precondition: service must be provisioned. It is provisioned, so okay.
Call advance_1 (configure) with service svc_0.
Now svc_0 becomes configured.
Now deploy svc_0: precondition: service must be configured. It is configured, so okay.
Call advance_2 (deploy) with service svc_0.
Now svc_0 becomes deployed.
Now health-check svc_0: precondition: service must be deployed, requires depth_flag_5 flag set, requires art_0 artifact published. Both are true now. So call advance_3 (health-check) with service svc_0.
Now svc_0 becomes healthy, achieving goal.
Thus the sequence of tool calls is:
1. set_flag_0 with flag: flag_0? Actually param is flag: flag (the flag name?). The tool set_flag_0 expects param: flag: flag. The description: "Set the flag_0 flag to true. Precondition: it must currently be false." So we need to pass flag: flag_0? The param is "flag: flag". Probably the value is the flag identifier? The tool name is set_flag_0, and param is flag: flag. So we need to set flag parameter to "flag_0"? Or maybe just "flag"? The description says "Set the flag_0 flag to true." So the param likely is "flag": "flag_0". The tool id is set_flag_0, and args: {"flag": "flag_0"}.
Similarly, set_depth_flag_0 expects param: flag: flag (the depth_flag_0?). So we need to pass "flag": "depth_flag_0". So each set_flag tool expects param "flag": "<flag-id>". So we need to specify the flag id.
Thus the calls:
- {"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":"set_depth_flag_5","args":{"flag":"depth_flag_5"}}
- {"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"}}
Check that each tool id exists: set_flag_0, set_depth_flag_0, set_depth_flag_1, set_depth_flag_2, set_depth_flag_3, set_depth_flag_4, set_depth_flag_5, build_art_0, publish_art_0, advance_0, advance_1, advance_2, advance_3. Yes.
Now ensure that we are not exceeding 26 calls; we have 13 calls.
Now output only JSON array of objects with "tool" and "args". No extra text.
Thus final answer is JSON array with those 13 objects in order.
Let's construct JSON array:
[
{"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":"set_depth_flag_5","args":{"flag":"depth_flag_5"}},
{"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 JSON is valid, no trailing commas. Output only that.
Realized dims
| dim | value |
|---|---|
| catalog_size | 15.0 |
| chain_length | 9.0 |
| 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 | 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 | 0.0 |
| 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 |