Record f0c9345064194e3d83c1157f117102e9
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:
- scheduler-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.
GOAL (all conditions must hold at the end):
- service 'scheduler-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (scheduler-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)
TOOL CATALOG:
- 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: decoy_0 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (Has no effect on deployment state.)
- 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_0 | name: provision | params: service: service
Provision a service, moving it from 'down' to 'provisioned'. Precondition: the service must currently be 'down'.
- 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_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_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_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_1 flag to be set. Requires the art_0 artifact to be published.
- 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: 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: 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.)
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 18 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":"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 'scheduler-0' must reach at least the 'healthy' state. Use exact entity IDs: services svc_0 (scheduler-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). Tools list with IDs and names and parameters.
We need to respect preconditions. Let's outline steps.
Current state:
- scheduler-0 is down (not provisioned). So service svc_0 is down.
- search-1 is down (not provisioned). So svc_1 is down.
- release-image artifact does not exist yet (absent).
- db-migration artifact does not exist yet (absent).
- maintenance_window_open flag is off (false).
- secrets_synced flag is off (false).
- feature_gate_on flag is off (false).
- backup_taken flag is off (false).
Goal: service 'scheduler-0' must reach at least the 'healthy' state.
To get to healthy, we need to go through states: down -> provisioned -> configured -> deployed -> healthy. Actually the tool "advance_3 health-check" moves from deployed to healthy, precondition: service must be deployed, requires depth_flag_1 flag set, requires art_0 artifact published.
Thus we need to get svc_0 to deployed, then health-check.
But also need to satisfy preconditions: depth_flag_1 flag must be set, and art_0 artifact must be published.
depth_flag_1 requires depth_flag_0 flag first (set_flag_0? Actually set_depth_flag_0 sets flag_0? Let's parse: set_depth_flag_0 name: set_flag params: flag: flag. It sets depth_flag_0 flag to true, precondition: it must currently be false. Requires the flag_0 flag first. So to set depth_flag_0, we need flag_0 flag already set? Actually "Requires the flag_0 flag first." Means we must have set flag_0 true before we can set depth_flag_0? Or we need flag_0 flag to be true? The precondition: "Requires the flag_0 flag first." Probably means flag_0 must be true before we can set depth_flag_0. So we need to set flag_0 (maintenance_window_open) to true first.
Then set_depth_flag_0 sets depth_flag_0 (feature_gate_on) to true.
Then set_depth_flag_1 sets depth_flag_1 (backup_taken) to true, precondition: it must currently be false. Requires the depth_flag_0 flag first. So we need depth_flag_0 true before we can set depth_flag_1.
Thus to get depth_flag_1 true, we need to set flag_0 true, then set_depth_flag_0 true, then set_depth_flag_1 true.
Now art_0 artifact must be built and published. Build_artifact (build_art_0) builds artifact from absent to built. Then publish_artifact (publish_art_0) publishes from built to published.
Thus we need to call build_art_0, then publish_art_0.
Now health-check (advance_3) requires service deployed and depth_flag_1 set and art_0 published.
Thus we need to provision svc_0 (advance_0 provision) from down to provisioned. Then configure (advance_1 configure) from provisioned to configured. Then deploy (advance_2 deploy) from configured to deployed. Then health-check (advance_3 health-check) from deployed to healthy.
But we also need to ensure that the preconditions for each step are satisfied.
Let's list needed steps in order:
1. Set flag_0 (maintenance_window_open) to true. Tool: set_flag_0 (id: set_flag_0) with flag: flag_0. Precondition: flag_0 must be false currently. It is off, so okay.
2. Set depth_flag_0 (feature_gate_on) to true. Tool: set_depth_flag_0 (id: set_depth_flag_0) with flag: flag (presumably depth_flag_0?). The param is "flag: flag". The description: "Set the depth_flag_0 flag to true. Precondition: it must currently be false. Requires the flag_0 flag first." So we need to pass flag: flag_0? Actually the param is "flag: flag". The tool expects a param named flag with value being the flag ID? The description says "Set the depth_flag_0 flag to true." So we pass flag: flag_0? Or maybe the param name is "flag" and we give the flag identifier (depth_flag_0). The tool spec: "set_depth_flag_0 | name: set_flag | params: flag: flag". So the param is "flag" and we provide the flag identifier (presumably depth_flag_0). So we will call set_depth_flag_0 with args {"flag": "depth_flag_0"}? But the instruction says "Use these exact ids in your tool args". The entity IDs for flags are: flag_0 (maintenance_window_open), flag_1 (secrets_synced), depth_flag_0 (feature_gate_on), depth_flag_1 (backup_taken). So we need to refer to them as "depth_flag_0". So the param "flag" should be "depth_flag_0". So the call is {"tool":"set_depth_flag_0","args":{"flag":"depth_flag_0"}}.
But precondition: it must currently be false. It is off, so okay. Also requires the flag_0 flag first. So we must have set flag_0 true before this.
3. Set depth_flag_1 (backup_taken) to true. Tool: set_depth_flag_1 (id: set_depth_flag_1) with flag: depth_flag_1. Precondition: it must currently be false, and requires depth_flag_0 flag first (which we just set). So after step 2, we can call set_depth_flag_1 with {"flag":"depth_flag_1"}.
Now artifact building:
4. Build artifact art_0 (release-image). Tool: build_art_0 (id: build_art_0) with artifact: art_0. Precondition: artifact must be absent. It is absent, so okay.
5. Publish artifact art_0. Tool: publish_art_0 (id: publish_art_0) with artifact: art_0. Precondition: artifact must be built. After step 4, it is built, so okay.
Now service provisioning and configuration:
6. Provision svc_0 (scheduler-0). Tool: advance_0 provision with service: svc_0. Precondition: service must be down. It is down, so okay.
7. Configure svc_0. Tool: advance_1 configure with service: svc_0. Precondition: service must be provisioned. After step 6, it is provisioned, so okay.
8. Deploy svc_0. Tool: advance_2 deploy with service: svc_0. Precondition: service must be configured. After step 7, it is configured, so okay.
Now health-check:
9. Health-check svc_0. Tool: advance_3 health-check with service: svc_0. Precondition: service must be deployed, requires depth_flag_1 flag set, requires art_0 artifact published. We have set depth_flag_1 true (step 3) and published artifact (step 5). So we can call health-check.
Thus total steps: 9 tool calls.
But we must ensure we also consider any other constraints: maybe we need to set flag_0 before any other steps? The only requirement is that set_depth_flag_0 requires flag_0 flag first. So we must set flag_0 first. Also set_depth_flag_1 requires depth_flag_0 first, which we will have after step 2.
Now we also have other services and flags that may be irrelevant but we might need to set them? The goal only cares about scheduler-0 healthy. No other constraints.
But we must also ensure that we do not exceed 18 tool calls; we have 9, fine.
Now we need to output JSON array of tool calls with exact IDs and args.
Let's list each tool call with its ID and args.
Tool IDs:
- set_flag_0 (id: set_flag_0) name: set_flag params: flag: flag. So we call with {"tool":"set_flag_0","args":{"flag":"flag_0"}}? Wait the param name is "flag". The description: "Set the flag_0 flag to true." So we need to set flag_0. The param "flag" should be the flag identifier? The tool spec says "params: flag: flag". That suggests the parameter name is "flag" and we provide the flag identifier. So we pass {"flag":"flag_0"}.
Thus first call: {"tool":"set_flag_0","args":{"flag":"flag_0"}}
- set_depth_flag_0 (id: set_depth_flag_0) name: set_flag params: flag: flag. So we call with {"tool":"set_depth_flag_0","args":{"flag":"depth_flag_0"}}
- set_depth_flag_1 (id: set_depth_flag_1) name: set_flag params: flag: flag. So call with {"tool":"set_depth_flag_1","args":{"flag":"depth_flag_1"}}
- build_art_0 (id: build_art_0) name: build_artifact params: artifact: artifact. So call with {"tool":"build_art_0","args":{"artifact":"art_0"}}
- publish_art_0 (id: publish_art_0) name: publish_artifact params: artifact: artifact. So call with {"tool":"publish_art_0","args":{"artifact":"art_0"}}
- advance_0 provision (id: advance_0) name: provision params: service: service. So call with {"tool":"advance_0","args":{"service":"svc_0"}}
- advance_1 configure (id: advance_1) name: configure params: service: service. So call with {"tool":"advance_1","args":{"service":"svc_0"}}
- advance_2 deploy (id: advance_2) name: deploy params: service: service. So call with {"tool":"advance_2","args":{"service":"svc_0"}}
- advance_3 health-check (id: advance_3) name: health-check params: service: service. So call with {"tool":"advance_3","args":{"service":"svc_0"}}
We need to ensure ordering: set_flag_0, set_depth_flag_0, set_depth_flag_1, build_art_0, publish_art_0, advance_0 provision, advance_1 configure, advance_2 deploy, advance_3 health-check.
But note that set_depth_flag_1 requires depth_flag_0 flag first, which we set in step 2. So order is correct.
Now check preconditions for each step:
1. set_flag_0: flag_0 currently false, so okay.
2. set_depth_flag_0: requires flag_0 flag first (i.e., flag_0 must be true). After step 1, it is true, so okay. Also must be currently false, which it is (depth_flag_0 is off). So okay.
3. set_depth_flag_1: requires depth_flag_0 flag first (i.e., depth_flag_0 must be true). After step 2, it is true. Also must be currently false, which it is. So okay.
4. build_art_0: artifact must be absent. It is absent. So okay.
5. publish_art_0: artifact must be built. After step 4, it is built. So okay.
6. advance_0 provision: service must be down. svc_0 is down. So okay.
7. advance_1 configure: service must be provisioned. After step 6, it is provisioned. So okay.
8. advance_2 deploy: service must be configured. After step 7, it is configured. So okay.
9. advance_3 health-check: service must be deployed, requires depth_flag_1 flag set, requires art_0 artifact published. After steps 3 and 5, depth_flag_1 is true and art_0 is published. Also after step 8, service is deployed. So okay.
Thus the plan works.
Now we must output only a JSON array of tool calls, each as {"tool":"<id>","args":{...}}.
Make sure no extra whitespace? Probably fine.
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":"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 we used correct IDs: set_flag_0, set_depth_flag_0, set_depth_flag_1, build_art_0, publish_art_0, advance_0, advance_1, advance_2, advance_3.
All good.
Now output exactly that JSON array, no extra text.
Realized dims
| dim | value |
|---|---|
| catalog_size | 11.0 |
| chain_length | 5.0 |
| 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 | 9.0 |
| 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 | 6.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |