Record b369a291045849ecab1cb21a7fd44569
PASSVerdict and provenance first; raw prompt/response/reasoning below, collapsed.
✓PASSanswered "[{"tool":"advance_0","args":{"service":"svc_0"}},{"tool":"advance_1","args":{..."
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.
GOAL (all conditions must hold at the end):
- service 'cache-0' must reach at least the 'deployed' 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)
TOOL CATALOG:
- 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_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: 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.
- 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_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: 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_0 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (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 12 tool calls.
Response
[{"tool":"advance_0","args":{"service":"svc_0"}},{"tool":"advance_1","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":"advance_2","args":{"service":"svc_0"}}]
Reasoning
Model reasoning
We need to produce a sequence of tool calls leading to service cache-0 reaching deployed state.
Current state:
- cache-0 (svc_0) is down.
- 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: service 'cache-0' must reach at least the 'deployed' state.
Thus we need to get svc_0 from down -> provisioned -> configured -> deployed.
Provision requires service down => can call provision (advance_0) with service=svc_0.
Configure requires service provisioned => after provisioning, we can call configure (advance_1) with service=svc_0.
Deploy requires service configured AND flag_0 set AND art_0 artifact published.
So before deploying, we need to set flag_0 (set_flag_0) and also have artifact built and published.
Build artifact: build_art_0 (build_artifact) with artifact=art_0 (requires absent). Then publish_art_0 (publish_artifact) with artifact=art_0 (requires built). After publishing, artifact becomes published.
Then we can deploy using advance_2 (deploy) with service=svc_0, requiring flag_0 set and artifact published.
Also note there's a requirement: deploy requires flag_0 flag to be set. So we need to run set_flag_0 before deploy.
Potential ordering: start by building/publishing artifact while service still down? There's no dependency between artifact and service states except deploy step needs both. We can do them in any order as long as preconditions satisfied.
Let's list steps:
1. provision svc_0: advance_0 {service: svc_0}
- precondition: svc_0 down (true)
Result: svc_0 now provisioned.
2. configure svc_0: advance_1 {service: svc_0}
- precondition: svc_0 provisioned (now true)
Result: svc_0 configured.
3. build artifact art_0: build_art_0 {artifact: art_0}
- precondition: artifact absent (true)
Result: artifact built.
4. publish artifact art_0: publish_art_0 {artifact: art_0}
- precondition: artifact built (now true)
Result: artifact published.
5. set flag_0: set_flag_0 {flag: flag_0}
- precondition: flag false (true)
Result: flag set true.
6. deploy svc_0: advance_2 {service: svc_0}
- precondition: svc_0 configured (still true), flag_0 true, artifact published true.
Result: svc_0 deployed.
That yields goal.
Check if any other constraints: At most 12 tool calls, we used 6.
No extra needed.
Now output JSON array of objects with keys "tool" and "args". Tool IDs correspond to given IDs: advance_0, advance_1, build_art_0, publish_art_0, set_flag_0, advance_2.
Make sure args match param names exactly: For provision/configure/deploy they expect "service": service id. For build_artifact/publish_artifact they expect "artifact": artifact id. For set_flag expects "flag": flag id.
Thus:
[
{"tool":"advance_0","args":{"service":"svc_0"}},
{"tool":"advance_1","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":"advance_2","args":{"service":"svc_0"}}
]
Return only JSON array.
Realized dims
| dim | value |
|---|---|
| catalog_size | 8.0 |
| chain_length | 3.0 |
| decoy_count | 2.0 |
| irreversibility | 0.0 |
| parallel_goals | 1.0 |
| plan_overhead | 0.0 |
| realized_plan_depth | 6.0 |
| state_obscurity | 0.0 |
Latent params
| param | value |
|---|---|
| decoy_tools | 2.0 |
| irreversibility | 0.0 |
| parallel_goals | 1.0 |
| plan_depth | 3.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |