Record d905a972141442168b6795aff82c4163
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.
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: 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_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: 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: 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_0 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (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.
IMPORTANT: it is possible that the goal CANNOT be achieved with the tools in this catalog. Decide for yourself whether a valid plan exists. If one does, output it. If no sequence of the available tools can satisfy the goal, output exactly [] (an empty JSON array) instead. Do not invent tools that are not listed, and do not output a partial or best-effort plan that fails to reach the goal -- an empty array is the correct answer in that case.
Response
[
{"tool":"build_art_0","args":{"artifact":"art_0"}},
{"tool":"publish_art_0","args":{"artifact":"art_0"}},
{"tool":"advance_0","args":{"service":"svc_0"}},
{"tool":"advance_1","args":{"service":"svc_0"}},
{"tool":"set_flag_0","args":{"flag":"flag_0"}},
{"tool":"advance_2","args":{"service":"svc_0"}}
]
Reasoning
Model reasoning
We need to see if we can get service cache-0 (svc_0) to deployed state.
Goal: service 'cache-0' must reach at least the 'deployed' state.
Current state:
- cache-0 is down (not yet provisioned). So svc_0 is down.
- auth-api-1 also down but irrelevant.
- Release-image artifact does not exist yet => art_0 absent? It says artifact does not exist yet. Likely means absent.
- db-migration artifact does not exist yet => art_1 absent.
- maintenance_window_open flag is off => flag_0 false.
- secrets_synced flag is off => flag_1 false.
Tools list includes:
- provision (advance_0): moves service from down to provisioned. Precondition: service must be down.
- configure (advance_1): moves service from provisioned to configured. Precondition: service must be provisioned.
- deploy (advance_2): moves service from configured to deployed. Precondition: service must be configured. Also requires flag_0 flag to be set. Requires art_0 artifact to be published.
Thus to deploy svc_0 we need:
- svc_0 down -> provision -> configured -> deployed.
Provision needs down (true). Then configure needs provisioned. Then deploy needs configured + flag_0 true + art_0 published.
Also need to have art_0 built then published.
Build artifact (build_art_0): builds art_0 from absent to built. Precondition: artifact must be absent.
Publish artifact (publish_art_0): publishes art_0 from built to published. Precondition: artifact must be built.
So steps:
1. Build art_0 (since absent now).
2. Publish art_0.
3. Provision svc_0.
4. Configure svc_0.
5. Set flag_0 (maintenance_window_open) to true (requires currently false).
6. Deploy svc_0.
Check dependencies: For deploy we need flag_0 true and art_0 published. We'll have those after step 2 and step 5.
Now check each precondition holds when called.
Start state:
- art_0 absent.
- flag_0 false.
- svc_0 down.
Step 1: build_art_0 (tool id: build_art_0). Precondition: artifact must be absent. Yes.
After building, art_0 becomes built.
Step 2: publish_art_0 (tool id: publish_art_0). Precondition: artifact must be built. Yes.
After publishing, art_0 becomes published.
Step 3: provision svc_0 (advance_0). Precondition: service must be down. Yes.
After provision, svc_0 becomes provisioned.
Step 4: configure svc_0 (advance_1). Precondition: service must be provisioned. Yes.
After configure, svc_0 becomes configured.
Step 5: set_flag_0 (set_flag_0). Precondition: flag must be false. Currently false. After set, flag_0 true.
Step 6: deploy svc_0 (advance_2). Precondition: service must be configured (yes), flag_0 set (true), art_0 published (yes). All satisfied.
Thus we achieve deployed.
All within 12 calls (we used 6). Output JSON array of objects with tool and args.
Need to use exact entity ids: artifact: art_0, service: svc_0, flag: flag_0.
Tool IDs as given: build_art_0, publish_art_0, advance_0, advance_1, set_flag_0, advance_2.
Make sure format: {"tool":"<tool id>","args":{"<param>":"<entity id>"}}.
For build_art_0: args: {"artifact":"art_0"}.
publish_art_0: same.
advance_0: args: {"service":"svc_0"}.
advance_1: same.
set_flag_0: args: {"flag":"flag_0"}.
advance_2: args: {"service":"svc_0"}.
Return JSON array.
Let's produce.
Realized dims
| dim | value |
|---|---|
| catalog_size | 8.0 |
| chain_length | 3.0 |
| decoy_count | 2.0 |
| irreversibility | 0.0 |
| parallel_goals | 1.0 |
| realized_plan_depth | 6.0 |
| state_obscurity | 0.0 |
| unsolvable | 0.0 |
Latent params
| param | value |
|---|---|
| decoy_tools | 2.0 |
| parallel_goals | 1.0 |
| plan_depth | 3.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| unsolvable | 0.0 |