Record 1365e3f715cd40959d2a5c5e4a7088d7
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).
- auth-api-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 '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 (auth-api-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: 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: 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: advance_0 | name: provision | params: service: service
Provision a service, moving it from 'down' to 'provisioned'. Precondition: the service must currently be 'down'.
- 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_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: 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'.
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":"advance_0","args":{"service":"svc_0"}},
{"tool":"advance_1","args":{"service":"svc_0"}},
{"tool":"advance_2","args":{"service":"svc_0"}},
{"tool":"build_art_0","args":{"artifact":"art_0"}},
{"tool":"publish_art_0","args":{"artifact":"art_0"}},
{"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":"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. Entity IDs: services svc_0 (cache-0), svc_1 (auth-api-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 includes many with IDs: advance_2, publish_art_0, set_flag_0, set_depth_flag_0, decoy_0, advance_0, build_art_0, set_depth_flag_1, advance_3, decoy_1, advance_1.
We need to plan steps to get cache-0 to healthy. Let's examine preconditions and effects.
Goal: service 'cache-0' must reach at least the 'healthy' state. That means we need to get it to healthy state via health-check (advance_3). Health-check precondition: service must be 'deployed', and requires depth_flag_1 flag to be set, and requires the art_0 artifact to be published.
So to get cache-0 healthy, we need:
- cache-0 must be deployed.
- depth_flag_1 must be true.
- art_0 must be published.
Now, what states are currently? Provided current state:
- cache-0 is currently down (not yet provisioned). So it's down.
- auth-api-1 is currently down (not yet provisioned). So both services are 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).
Thus we need to provision services, configure them, deploy them, build and publish artifact, set flags, etc.
We have tools:
- advance_1: configure service (provisioned -> configured). Precondition: service must be provisioned.
- advance_0: provision service (down -> provisioned). Precondition: service must be down.
- advance_2: deploy service (configured -> deployed). Precondition: service must be configured.
- advance_3: health-check (deployed -> healthy). Precondition: service must be deployed, requires depth_flag_1 flag set, requires art_0 artifact published.
- build_art_0: build artifact (absent -> built). Precondition: artifact must be absent.
- publish_art_0: publish artifact (built -> published). Precondition: artifact must be built.
- set_flag_0: set flag_0 to true. Precondition: flag_0 must be false.
- set_depth_flag_0: set depth_flag_0 to true. Precondition: depth_flag_0 must be false, and requires flag_0 first. So we need to set flag_0 first, then set_depth_flag_0.
- set_depth_flag_1: set depth_flag_1 to true. Precondition: depth_flag_1 must be false, and requires depth_flag_0 first. So we need depth_flag_0 set, then depth_flag_1.
Thus to get depth_flag_1 true, we need to set flag_0, then set_depth_flag_0, then set_depth_flag_1.
Goal: we need depth_flag_1 true for health-check.
Also need art_0 published.
Thus plan:
1. Provision cache-0 (svc_0) from down to provisioned. Use advance_0 with service: svc_0.
2. Configure cache-0 (provisioned -> configured). Use advance_1 with service: svc_0.
3. Deploy cache-0 (configured -> deployed). Use advance_2 with service: svc_0.
Now cache-0 is deployed.
But health-check also requires depth_flag_1 and art_0 published.
We also need to build artifact art_0 (release-image). It is currently absent. Use build_art_0 with artifact: art_0.
Then publish_art_0 with artifact: art_0.
Now artifact is published.
Now we need to set flags.
We need flag_0 (maintenance_window_open) to be set to true. Currently false. Use set_flag_0 with flag: flag_0.
Then set_depth_flag_0 (feature_gate_on) to true. Use set_depth_flag_0 with flag: depth_flag_0. Precondition: depth_flag_0 false and flag_0 set (which we just did). So okay.
Then set_depth_flag_1 (backup_taken) to true. Use set_depth_flag_1 with flag: depth_flag_1. Precondition: depth_flag_1 false and depth_flag_0 set (which we just did). So okay.
Now depth_flag_1 is true.
Now we can health-check cache-0: advance_3 with service: svc_0. Preconditions: service deployed (yes), depth_flag_1 set (yes), art_0 published (yes). So we can call advance_3.
Thus total steps: 1 provision, 2 configure, 3 deploy, 4 build artifact, 5 publish artifact, 6 set_flag_0, 7 set_depth_flag_0, 8 set_depth_flag_1, 9 health-check.
That's 9 tool calls, within 18 limit.
We must output JSON array of objects each with "tool": "<tool id>", "args": {...}. The args must include parameters as per tool definitions.
Let's map each tool ID to its name and required parameters.
Tool catalog:
- id: advance_2 | name: deploy | params: service: service
- id: publish_art_0 | name: publish_artifact | params: artifact: artifact
- id: set_flag_0 | name: set_flag | params: flag: flag
- id: set_depth_flag_0 | name: set_flag | params: flag: flag
- id: decoy_0 | name: audit_logs | params: service: service
- id: advance_0 | name: provision | params: service: service
- id: build_art_0 | name: build_artifact | params: artifact: artifact
- id: set_depth_flag_1 | name: set_flag | params: flag: flag
- id: advance_3 | name: health-check | params: service: service
- id: decoy_1 | name: warm_cache | params: service: service
- id: advance_1 | name: configure | params: service: service
Thus we need to call:
1. advance_0 with service: svc_0
2. advance_1 with service: svc_0
3. advance_2 with service: svc_0
4. build_art_0 with artifact: art_0
5. publish_art_0 with artifact: art_0
6. set_flag_0 with flag: flag_0
7. set_depth_flag_0 with flag: depth_flag_0
8. set_depth_flag_1 with flag: depth_flag_1
9. advance_3 with service: svc_0
Check preconditions for each step in order:
- Step1: advance_0 precondition: service must be down. cache-0 is down. OK.
- Step2: advance_1 precondition: service must be provisioned. After step1, it's provisioned. OK.
- Step3: advance_2 precondition: service must be configured. After step2, it's configured. OK.
- Step4: build_art_0 precondition: artifact must be absent. art_0 is absent. OK.
- Step5: publish_art_0 precondition: artifact must be built. After step4, it's built. OK.
- Step6: set_flag_0 precondition: flag_0 must be false. It is false initially. OK.
- Step7: set_depth_flag_0 precondition: depth_flag_0 must be false and requires flag_0 first. depth_flag_0 is false, flag_0 we just set to true, so OK.
- Step8: set_depth_flag_1 precondition: depth_flag_1 must be false and requires depth_flag_0 first. depth_flag_1 is false, depth_flag_0 we just set to true, so OK.
- Step9: advance_3 precondition: service must be deployed (yes), requires depth_flag_1 flag to be set (yes), requires art_0 artifact to be published (yes). So OK.
Thus sequence works.
Now produce JSON array of objects. Each object: {"tool": "<tool id>", "args": {"<param>": "<entity id>", ...}}.
Parameters names: For advance_0, param is service. So args: {"service":"svc_0"}.
For advance_1, param is service. So args: {"service":"svc_0"}.
For advance_2, param is service. So args: {"service":"svc_0"}.
For build_art_0, param is artifact. So args: {"artifact":"art_0"}.
For publish_art_0, param is artifact. So args: {"artifact":"art_0"}.
For set_flag_0, param is flag. So args: {"flag":"flag_0"}.
For set_depth_flag_0, param is flag. So args: {"flag":"depth_flag_0"}.
For set_depth_flag_1, param is flag. So args: {"flag":"depth_flag_1"}.
For advance_3, param is service. So args: {"service":"svc_0"}.
Thus JSON array:
[
{"tool":"advance_0","args":{"service":"svc_0"}},
{"tool":"advance_1","args":{"service":"svc_0"}},
{"tool":"advance_2","args":{"service":"svc_0"}},
{"tool":"build_art_0","args":{"artifact":"art_0"}},
{"tool":"publish_art_0","args":{"artifact":"art_0"}},
{"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":"advance_3","args":{"service":"svc_0"}}
]
Make sure no extra whitespace? It's okay. Output only JSON array, no extra text.
Check that we used at most 18 calls: we used 9.
Thus final answer.
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 |