Record eff6eba6495646d5b7eb9bf15c36829a
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:
- billing-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.
- The feature_gate_on flag is off.
GOAL (all conditions must hold at the end):
- service 'billing-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (billing-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), depth_flag_5 (feature_gate_on)
TOOL CATALOG:
- 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: 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: 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_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: 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: advance_1 | name: configure | params: service: service
Configure a service, moving it from 'provisioned' to 'configured'. Precondition: the service must currently be 'provisioned'.
- 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_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: 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: 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_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_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.
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 'billing-0' must reach at least the 'healthy' state. Use exact entity ids: services svc_0 (billing-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), depth_flag_5 (feature_gate_on). Note some flags repeated names but depth flags have different ids.
We need to set up preconditions and sequence to get billing-0 to healthy.
Goal: service 'billing-0' must reach at least the 'healthy' state. That means we need to move it through states: down -> provisioned -> configured -> deployed -> healthy. The health-check tool (advance_3) moves from deployed to healthy, with precondition: service must be deployed, depth_flag_5 flag must be set, and art_0 artifact must be published.
Thus we need to:
- Provision svc_0 (billing-0) using advance_0 (provision) with service: svc_0. Precondition: service must be down (it is). So call advance_0 with service: svc_0.
- Then configure svc_0 using advance_1 (configure) with service: svc_0. Precondition: service must be provisioned (after provision). So call advance_1 with service: svc_0.
- Then deploy svc_0 using advance_2 (deploy) with service: svc_0. Precondition: service must be configured. So call advance_2 with service: svc_0.
Now we need to health-check it: advance_3 (health-check) with service: svc_0. Preconditions: service must be deployed (just deployed), depth_flag_5 flag must be set, and art_0 artifact must be published.
Thus we need to set depth_flag_5 (depth_flag_5) to true. depth_flag_5 requires depth_flag_4 flag first. depth_flag_4 requires depth_flag_3 flag first. depth_flag_3 requires depth_flag_2 flag first. depth_flag_2 requires depth_flag_1 flag first. depth_flag_1 requires depth_flag_0 flag first. depth_flag_0 is set via set_depth_flag_0 (requires flag_0 flag first). Actually set_depth_flag_0 sets depth_flag_0 flag to true, precondition: it must currently be false, and requires the flag_0 flag first. Wait: set_depth_flag_0 precondition: it must currently be false. Requires the flag_0 flag first. That means we need flag_0 flag to be true before we can set depth_flag_0? Actually "Requires the flag_0 flag first." Means we must have flag_0 flag set before we can call set_depth_flag_0. So we need to set flag_0 (maintenance_window_open) to true first using set_flag_0 (id: set_flag_0). Then we can set depth_flag_0 (set_depth_flag_0). Then depth_flag_1 requires depth_flag_0 first, etc.
Thus we need to set flag_0 (maintenance_window_open) to true. The flag_0 is currently off (false). So we can call set_flag_0 with flag: flag_0? The tool set_flag_0 expects param flag: flag (the flag name?). The description: "Set the flag_0 flag to true. Precondition: it must currently be false." So we call set_flag_0 with {"flag":"flag_0"}? Actually param is "flag": flag. So we need to pass the flag identifier? Probably the flag name "flag_0". So args: {"flag":"flag_0"}.
After that, we can call set_depth_flag_0 to set depth_flag_0 to true. That requires depth_flag_0 currently false (it is) and requires flag_0 flag first (which we just set). So call set_depth_flag_0 with {"flag":"depth_flag_0"}? Actually param is "flag": flag, so we pass "depth_flag_0". So args: {"flag":"depth_flag_0"}.
Then we can set depth_flag_1 (set_depth_flag_1) which requires depth_flag_0 first. So call set_depth_flag_1 with {"flag":"depth_flag_1"}.
Then set_depth_flag_2 requires depth_flag_1 first. So call set_depth_flag_2 with {"flag":"depth_flag_2"}.
Then set_depth_flag_3 requires depth_flag_2 first. So call set_depth_flag_3 with {"flag":"depth_flag_3"}.
Then set_depth_flag_4 requires depth_flag_3 first. So call set_depth_flag_4 with {"flag":"depth_flag_4"}.
Then set_depth_flag_5 requires depth_flag_4 first. So call set_depth_flag_5 with {"flag":"depth_flag_5"}.
Now we need to publish artifact art_0. It must be built first. So build_art_0 (build_artifact) with artifact: art_0. Then publish_art_0 (publish_artifact) with artifact: art_0.
Now we can health-check svc_0: advance_3 with service: svc_0. Preconditions: service deployed (we have), depth_flag_5 flag set (we set), art_0 published (we published). So call advance_3 with {"service":"svc_0"}.
Thus total steps: 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.
We must ensure we don't exceed 26 calls; we have 13 calls, fine.
Check preconditions for each call:
- set_flag_0: precondition: flag_0 must be false. It is off. So okay.
- set_depth_flag_0: precondition: depth_flag_0 must be false (it is) and requires flag_0 flag first (we just set). So okay.
- set_depth_flag_1: precondition: depth_flag_1 must be false (it is) and requires depth_flag_0 first (we set). So okay.
- set_depth_flag_2: precondition: depth_flag_2 must be false (it is) and requires depth_flag_1 first (we set). So okay.
- set_depth_flag_3: precondition: depth_flag_3 must be false (it is) and requires depth_flag_2 first (we set). So okay.
- set_depth_flag_4: precondition: depth_flag_4 must be false (it is) and requires depth_flag_3 first (we set). So okay.
- set_depth_flag_5: precondition: depth_flag_5 must be false (it is) and requires depth_flag_4 first (we set). So okay.
- build_art_0: precondition: artifact must be absent (it is). So okay.
- publish_art_0: precondition: artifact must be built (we just built). So okay.
- advance_0 (provision): precondition: service must be down (svc_0 is down). So okay.
- advance_1 (configure): precondition: service must be provisioned (after provision). So okay.
- advance_2 (deploy): precondition: service must be configured (after configure). So okay.
- advance_3 (health-check): precondition: service must be deployed (after deploy). So okay. Also requires depth_flag_5 flag set (we set). Also requires art_0 artifact published (we published). So okay.
Thus sequence works.
Now we need to output JSON array of objects each with "tool": "<tool id>", "args": {...}. Use exact tool ids as given.
List of tool ids:
- 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
Make sure param names match tool definitions.
Tool definitions:
- set_flag_0: params: flag: flag (string). So args: {"flag":"flag_0"}.
- set_depth_flag_0: params: flag: flag. So args: {"flag":"depth_flag_0"}.
- set_depth_flag_1: args: {"flag":"depth_flag_1"}.
- set_depth_flag_2: args: {"flag":"depth_flag_2"}.
- set_depth_flag_3: args: {"flag":"depth_flag_3"}.
- set_depth_flag_4: args: {"flag":"depth_flag_4"}.
- set_depth_flag_5: args: {"flag":"depth_flag_5"}.
- build_art_0: params: artifact: artifact. So args: {"artifact":"art_0"}.
- publish_art_0: params: artifact: artifact. So args: {"artifact":"art_0"}.
- advance_0: params: service: service. So args: {"service":"svc_0"}.
- advance_1: args: {"service":"svc_0"}.
- advance_2: args: {"service":"svc_0"}.
- advance_3: args: {"service":"svc_0"}.
Thus JSON array in order:
[
{"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 we didn't need to set any other flags like maintenance_window_open flag_0 is set, but also there is a flag_0 (maintenance_window_open) and depth_flag_3 also named maintenance_window_open but separate. We set flag_0 (maintenance_window_open) via set_flag_0. That's fine.
Thus output just JSON array.
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 |