Record 4919270c30e248649444fc1fa6c37911
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).
- registry-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.
GOAL (all conditions must hold at the end):
- service 'billing-0' must reach at least the 'deployed' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (billing-0), svc_1 (registry-1)
Artifacts: art_0 (release-image), art_1 (db-migration)
Flags: flag_0 (maintenance_window_open), flag_1 (secrets_synced)
TOOL CATALOG:
- 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_7 | name: warm_cache | params: service: service
Warm the cache for a service (best-effort, no state change). (Has no effect on deployment state.)
- 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: decoy_16 | name: tag_release | params: service: service
Attach a cosmetic release tag to a service (no effect on state). (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: decoy_24 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (Has no effect on deployment state.)
- id: decoy_11 | name: notify_oncall | params: service: service
Notify the on-call engineer about a service (informational). (Has no effect on deployment state.)
- id: decoy_3 | name: rotate_metrics | params: service: service
Rotate the metrics buffer for a service (housekeeping). (Has no effect on deployment state.)
- id: decoy_20 | name: ping_healthcheck | params: service: service
Ping a service's healthcheck endpoint (diagnostic only). (Has no effect on deployment state.)
- id: decoy_27 | name: rotate_metrics | params: service: service
Rotate the metrics buffer for a service (housekeeping). (Has no effect on deployment state.)
- id: decoy_8 | name: ping_healthcheck | params: service: service
Ping a service's healthcheck endpoint (diagnostic only). (Has no effect on deployment state.)
- id: decoy_14 | name: ping_healthcheck | params: service: service
Ping a service's healthcheck endpoint (diagnostic only). (Has no effect on deployment state.)
- id: decoy_2 | name: ping_healthcheck | params: service: service
Ping a service's healthcheck endpoint (diagnostic only). (Has no effect on deployment state.)
- id: decoy_15 | name: rotate_metrics | params: service: service
Rotate the metrics buffer for a service (housekeeping). (Has no effect on deployment state.)
- id: decoy_6 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (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: decoy_23 | name: notify_oncall | params: service: service
Notify the on-call engineer about a service (informational). (Has no effect on deployment state.)
- id: decoy_25 | name: warm_cache | params: service: service
Warm the cache for a service (best-effort, no state change). (Has no effect on deployment state.)
- id: decoy_5 | name: notify_oncall | params: service: service
Notify the on-call engineer about a service (informational). (Has no effect on deployment state.)
- id: decoy_12 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (Has no effect on deployment state.)
- 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: decoy_10 | name: tag_release | params: service: service
Attach a cosmetic release tag to a service (no effect on state). (Has no effect on deployment state.)
- id: decoy_17 | name: notify_oncall | params: service: service
Notify the on-call engineer about a service (informational). (Has no effect on deployment state.)
- id: decoy_9 | name: rotate_metrics | params: service: service
Rotate the metrics buffer for a service (housekeeping). (Has no effect on deployment state.)
- id: decoy_21 | name: rotate_metrics | params: service: service
Rotate the metrics buffer for a service (housekeeping). (Has no effect on deployment state.)
- id: decoy_19 | 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_flag_0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- 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_4 | name: tag_release | params: service: service
Attach a cosmetic release tag to a service (no effect on state). (Has no effect on deployment state.)
- id: decoy_26 | name: ping_healthcheck | params: service: service
Ping a service's healthcheck endpoint (diagnostic only). (Has no effect on deployment state.)
- id: decoy_22 | name: tag_release | params: service: service
Attach a cosmetic release tag to a service (no effect on state). (Has no effect on deployment state.)
- id: decoy_18 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (Has no effect on deployment state.)
- id: decoy_13 | 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'. Requires the flag_0 flag to be set. Requires the art_0 artifact to be published.
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 12 tool calls.
Response
[
{"tool":"advance_0","args":{"service":"svc_0"}},
{"tool":"advance_1","args":{"service":"svc_0"}},
{"tool":"set_flag_0","args":{"flag":"flag_0"}},
{"tool":"build_art_0","args":{"artifact":"art_0"}},
{"tool":"publish_art_0","args":{"artifact":"art_0"}},
{"tool":"advance_2","args":{"service":"svc_0"}}
]
Reasoning
Model reasoning
We need to produce a sequence of tool calls leading to billing-0 being deployed. We have services: svc_0 = billing-0, svc_1 = registry-1. Artifacts: art_0 = release-image, art_1 = db-migration. Flags: flag_0 = maintenance_window_open, flag_1 = secrets_synced.
Goal: service 'billing-0' must reach at least the 'deployed' state.
We need to get svc_0 through states: down -> provisioned -> configured -> deployed.
Preconditions:
- provision (advance_0): requires service currently down. Currently both services are down (not yet provisioned). So we can call provision on svc_0.
- configure (advance_1): requires service currently provisioned.
- deploy (advance_2): requires service currently configured, flag_0 set, and art_0 artifact published.
Thus steps:
1. Provision svc_0 via advance_0 with service=svc_0.
Now svc_0 becomes provisioned.
2. Configure svc_0 via advance_1 with service=svc_0.
Now svc_0 becomes configured.
But before deploying, we need flag_0 set (maintenance_window_open) and art_0 published.
Flag_0 initially off (false). Need to set flag using set_flag_0 (set_flag) with flag=flag_0. Precondition: flag must be false. It is false now.
So step: set_flag_0.
Also need art_0 published. Initially artifact absent? Actually says release-image artifact does not exist yet. That means absent. To publish, we need it built first then published. There's build_art_0 (build_artifact) which moves from absent to built. Then publish_art_0 (publish_artifact) moves from built to published. Both require precondition: artifact must be absent for build, built for publish.
Thus steps:
- build_art_0 (build_artifact) with artifact=art_0.
- publish_art_0 (publish_artifact) with artifact=art_0.
After that, artifact is published.
Then finally deploy svc_0 via advance_2 (deploy) with service=svc_0, requiring flag_0 set and art_0 published.
All good.
Check ordering: after provisioning and configuring, we could do other steps in any order as long as preconditions satisfied when called.
Potential conflict: Does setting flag affect anything else? No.
Do we need to consider any other constraints like max 12 calls? We'll have: provision, configure, set_flag, build_artifact, publish_artifact, deploy = 6 calls. Within limit.
We should ensure we don't accidentally call any tool on wrong entity IDs.
List:
- advance_0: service svc_0
- advance_1: service svc_0
- set_flag_0: flag flag_0
- build_art_0: artifact art_0
- publish_art_0: artifact art_0
- advance_2: service svc_0
That's it.
Make sure each tool's precondition holds at moment of call.
Let's simulate:
Initial state:
svc_0: down
svc_1: down
art_0: absent
art_1: absent (irrelevant)
flag_0: false
flag_1: false
Step1: advance_0 (provision) svc_0: precondition down true => ok. After: svc_0 provisioned.
Step2: advance_1 (configure) svc_0: precondition provisioned true => ok. After: svc_0 configured.
Step3: set_flag_0: precondition flag false => ok. After flag_0 true.
Step4: build_art_0: precondition artifact absent => ok. After art_0 built.
Step5: publish_art_0: precondition artifact built => ok. After art_0 published.
Step6: advance_2 (deploy) svc_0: precondition configured true, flag_0 true, art_0 published => ok. After svc_0 deployed.
Goal satisfied.
No need to involve svc_1 or other artifacts/flags.
Thus output JSON array.
Each element: {"tool":"<tool id>", "args":{"<param>":"<entity id>"}}.
Tool IDs as given: advance_0, advance_1, set_flag_0, build_art_0, publish_art_0, advance_2.
Args keys: for advance_0 etc param is "service". For set_flag_0 param is "flag". For build_art_0 and publish_art_0 param is "artifact".
Thus:
[
{"tool":"advance_0","args":{"service":"svc_0"}},
{"tool":"advance_1","args":{"service":"svc_0"}},
{"tool":"set_flag_0","args":{"flag":"flag_0"}},
{"tool":"build_art_0","args":{"artifact":"art_0"}},
{"tool":"publish_art_0","args":{"artifact":"art_0"}},
{"tool":"advance_2","args":{"service":"svc_0"}}
]
Make sure no extra whitespace? Probably fine.
Return exactly that.
Realized dims
| dim | value |
|---|---|
| catalog_size | 34.0 |
| chain_length | 3.0 |
| decoy_count | 28.0 |
| 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 | 6.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |
Latent params
| param | value |
|---|---|
| decoy_tools | 28.0 |
| dishonest_decoys_on | 0.0 |
| id_collisions_on | 0.0 |
| implicit_preconditions_on | 0.0 |
| irreversibility | 0.0 |
| parallel_goals | 1.0 |
| plan_depth | 3.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |