Record 5f9915bc59dd4b4f98dfb6b0ff80a3b1
FAILVerdict and provenance first; raw prompt/response/reasoning below, collapsed.
✕FAILanswered "]"
Why did it fail?
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:
- search-0 is currently down (not yet provisioned).
- gateway-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 'search-0' must reach at least the 'deployed' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (search-0), svc_1 (gateway-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: decoy_0 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (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: 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: 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: advance_0 | name: provision | params: service: service
Provision a service, moving it from 'down' to 'provisioned'. Precondition: the service must currently be 'down'.
- 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'.
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":"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"}}
]
Reasoning
Model reasoning
We need to produce a JSON array of tool calls that achieve goal: service 'search-0' must reach at least 'deployed' state.
Current state: search-0 is down (not provisioned). gateway-1 down. release-image artifact does not exist. db-migration artifact does not exist. maintenance_window_open flag is off. secrets_synced flag is off.
We have entity IDs: services svc_0 (search-0), svc_1 (gateway-1). Artifacts: art_0 (release-image), art_1 (db-migration). Flags: flag_0 (maintenance_window_open), flag_1 (secrets_synced).
Goal: service 'search-0' must reach at least 'deployed' state.
We need to use tools to provision, configure, build artifact, publish artifact, set flag, deploy.
Sequence: start with provision search-0 (down -> provisioned). precondition: service must be down. It is down, so can provision.
After provision, we can configure it (provisioned -> configured). precondition: service must be provisioned. So configure svc_0.
Then we need to build artifact art_0 (release-image) (absent -> built). precondition: artifact must be absent. It is absent, so can build.
Then publish artifact (built -> published). precondition: artifact must be built. So publish.
We also need to set flag_0 (maintenance_window_open) to true. precondition: flag must be false. It is off (false). So set_flag_0.
Now we can deploy service search-0: precondition: service must be configured, flag_0 must be set, artifact must be published. All satisfied after above steps.
Thus sequence:
1. provision svc_0 (tool advance_0)
2. configure svc_0 (tool advance_1)
3. build_art_0 (tool build_art_0) with artifact art_0
4. publish_art_0 (tool publish_art_0) with artifact art_0
5. set_flag_0 (tool set_flag_0) with flag flag_0
Potentially also need to ensure secrets_synced flag? Not required for deployment; only flag_0 required. So we can ignore flag_1.
Thus 5 tool calls, within 12 limit.
Check preconditions:
- provision: service must be down. It is down. OK.
- configure: service must be provisioned. After provision, it becomes provisioned. OK.
- build_artifact: artifact must be absent. art_0 is absent. OK.
- publish_artifact: artifact must be built. After build, it's built. OK.
- set_flag_0: flag must be false. It is off. OK.
- deploy: service must be configured, flag_0 must be set, artifact must be published. All satisfied.
Thus plan works.
We must output JSON array of objects with tool id and args.
Tool IDs: advance_0 (provision), advance_1 (configure), build_art_0 (build_artifact), publish_art_0 (publish_artifact), set_flag_0 (set_flag).
Args: service: svc_0 for provision and configure and deploy; artifact: art_0 for build and publish; flag: flag_0 for set_flag.
Thus JSON array:
[
{"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"}}
]
Check that we didn't need to warm cache or audit logs; not needed.
Thus output exactly that JSON array, no extra text.
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 |