Record 44a6131e657849139d35b795c69f2af9
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).
- 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.
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 (auth-api-1)
Artifacts: art_0 (release-image), art_1 (db-migration)
Flags: flag_0 (maintenance_window_open), flag_1 (secrets_synced)
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: 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_flag_0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- 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_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: 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: 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_0 | name: provision | params: service: service
Provision a service, moving it from 'down' to 'provisioned'. Precondition: the service must currently be 'down'.
- 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 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 14 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":"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_3","args":{"service":"svc_0"}}
]
Reasoning
Model reasoning
We need to produce a sequence of tool calls leading to billing-0 healthy.
Current state:
- billing-0 (svc_0) is down (not yet provisioned)
- auth-api-1 (svc_1) down
- release-image artifact (art_0) absent
- db-migration artifact (art_1) absent
- maintenance_window_open flag (flag_0) off (false)
- secrets_synced flag (flag_1) off (false)
Goal: billing-0 must be at least healthy.
To get healthy we need to go through states: down -> provisioned -> configured -> deployed -> healthy.
Provision uses advance_0 (provision): requires service down.
Configure uses advance_1 (configure): requires service provisioned.
Deploy uses advance_2 (deploy): requires service configured.
Health-check uses advance_3 (health-check): requires service deployed AND flag_0 true AND art_0 published.
Thus we also need to set flag_0 true via set_flag_0 (set_flag with flag flag_0). And need to build and publish artifact art_0.
Build artifact: build_art_0 (build_artifact) requires artifact absent => moves to built.
Publish artifact: publish_art_0 (publish_artifact) requires artifact built => moves to published.
Also note there's another artifact art_1 but not needed.
We can ignore other services/decoys.
Sequence:
1. provision billing-0: advance_0 with service svc_0.
Now svc_0 becomes provisioned.
2. configure billing-0: advance_1 with service svc_0.
Now svc_0 becomes configured.
3. deploy billing-0: advance_2 with service svc_0.
Now svc_0 becomes deployed.
But before health-check we need flag_0 true and artifact published.
So after step 3 maybe do those prerequisites then health-check.
Let's schedule:
After deploy, we could set flag, build artifact, publish artifact, then health-check.
Set flag: set_flag_0 with flag flag_0 (requires false currently). It's false now.
Build artifact: build_art_0 with artifact art_0 (currently absent).
Publish artifact: publish_art_0 with artifact art_0 (after built).
Then health-check: advance_3 with service svc_0 (requires deployed, flag true, artifact published).
All good.
Check if any ordering constraints: health-check requires flag_0 true and art_0 published. So we must have done set_flag and publish before health-check.
Thus final sequence length = 6 steps.
Make sure each precondition holds when called.
Let's simulate:
Initial:
svc_0 down
svc_1 down
art_0 absent
art_1 absent
flag_0 false
flag_1 false
Step1: advance_0 (provision) svc_0: precondition down satisfied. After: svc_0 provisioned.
Step2: advance_1 (configure) svc_0: precondition provisioned satisfied. After: svc_0 configured.
Step3: advance_2 (deploy) svc_0: precondition configured satisfied. After: svc_0 deployed.
Step4: set_flag_0 flag flag_0: precondition flag false satisfied. After: flag_0 true.
Step5: build_art_0 artifact art_0: precondition absent satisfied. After: art_0 built.
Step6: publish_art_0 artifact art_0: precondition built satisfied. After: art_0 published.
Step7: advance_3 (health-check) svc_0: precondition deployed true, flag_0 true, art_0 published satisfied. After: svc_0 healthy.
Thus 7 steps.
We used only needed tools. No need for decoys.
Return JSON array of objects with tool and args.
Tool IDs as given: advance_0, advance_1, advance_2, set_flag_0, build_art_0, publish_art_0, advance_3.
Args: service: svc_0 etc. For set_flag_0: flag: flag_0. For build_art_0: artifact: art_0. For publish_art_0: artifact: art_0.
Make sure correct field names: they said params: service: service etc. So key is exactly param name.
Thus output:
[
{"tool":"advance_0","args":{"service":"svc_0"}},
{"tool":"advance_1","args":{"service":"svc_0"}},
{"tool":"advance_2","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_3","args":{"service":"svc_0"}}
]
That's 7 calls <=14.
No extra text.
Realized dims
| dim | value |
|---|---|
| catalog_size | 9.0 |
| chain_length | 3.0 |
| 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 | 7.0 |
| 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 | 4.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |