Record f66c1439437043f897ce629d2bdde3f4
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:
- webhooks-0 is currently down (not yet provisioned).
- search-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 'webhooks-0' must reach at least the 'deployed' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (webhooks-0), svc_1 (search-1)
Artifacts: art_0 (release-image), art_1 (db-migration)
Flags: flag_0 (maintenance_window_open), flag_1 (secrets_synced)
TOOL CATALOG:
- 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_0 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (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: 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: advance_1 | name: configure | params: service: service
Configure a service, moving it from 'provisioned' to 'configured'. Precondition: the service must currently be 'provisioned'.
- 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.)
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 webhooks-0 being deployed. Let's examine states:
Current:
- webhooks-0 (svc_0) is down.
- search-1 (svc_1) down.
- release-image artifact (art_0) absent? Actually says does not exist yet => absent.
- db-migration artifact (art_1) absent.
- maintenance_window_open flag (flag_0) off (false).
- secrets_synced flag (flag_1) off.
Goal: service webhooks-0 must reach at least 'deployed'.
To get a service to deployed we need steps: down -> provisioned via provision (advance_0); then configured via configure (advance_1); then deployed via deploy (advance_2). Deploy requires flag_0 set (maintenance_window_open true) and artifact art_0 published.
Thus we need to:
- Provision svc_0.
- Configure svc_0.
- Ensure flag_0 set.
- Build artifact art_0 (from absent to built).
- Publish artifact art_0 (built to published).
- Then deploy svc_0.
Also note we might need to ensure other services? Not required but could cause issues if they interfere? No constraints about them interfering. We can ignore them.
Check each tool precondition:
- provision (advance_0): service must be down. Initially svc_0 down, ok.
- configure (advance_1): service must be provisioned. After provision, will be provisioned.
- set_flag_0: flag must be false initially, ok.
- build_art_0: artifact must be absent. Initially absent, ok.
- publish_art_0: artifact must be built. After build, yes.
- deploy (advance_2): service must be configured, flag_0 set, artifact art_0 published. All satisfied after above.
Thus sequence length = 6.
But also maybe we need to consider that there is also a db-migration artifact? Not needed for this service. Could ignore.
Potential nuance: The deploy tool requires flag_0 set AND artifact art_0 published. It doesn't require anything else like secrets synced. So fine.
Now check IDs: Tools list includes:
- advance_0 (provision)
- advance_1 (configure)
- advance_2 (deploy)
- set_flag_0 (set_flag)
- build_art_0 (build_artifact)
- publish_art_0 (publish_artifact)
All good.
Now output JSON array with objects: {"tool":"advance_0","args":{"service":"svc_0"}} etc.
Make sure correct ordering.
Let's construct:
[
{"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"}}
]
That's 6 calls <=12.
Double-check preconditions at each step:
Step1: svc_0 down -> provision ok.
After step1: svc_0 provisioned.
Step2: svc_0 provisioned -> configure ok.
After step2: svc_0 configured.
Step3: flag_0 false -> set_flag ok.
After step3: flag_0 true.
Step4: art_0 absent -> build ok.
After step4: art_0 built.
Step5: art_0 built -> publish ok.
After step5: art_0 published.
Step6: svc_0 configured, flag_0 true, art_0 published -> deploy ok.
After step6: svc_0 deployed.
Goal satisfied.
No other constraints.
Thus answer.
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 |