Record 84a93b93505e48c1b37c306a8cb484da
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:
- auth-api-0 is currently down (not yet provisioned).
- cache-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 'auth-api-0' must reach at least the 'deployed' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (auth-api-0), svc_1 (cache-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: 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.
- 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_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: 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: set_flag_0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
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":"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_0","args":{"service":"svc_0"}},
{"tool":"advance_1","args":{"service":"svc_0"}},
{"tool":"advance_2","args":{"service":"svc_0"}}
]
Reasoning
Model reasoning
We need to produce a sequence of tool calls leading to auth-api-0 being deployed. Let's examine initial state:
- auth-api-0 (svc_0) is down (not yet provisioned). So we can run provision (advance_0) on svc_0 -> moves from down to provisioned.
- Then configure (advance_1) on svc_0 -> requires service currently provisioned. Moves to configured.
- Then deploy (advance_2) on svc_0 -> requires service currently configured, flag_0 set, and art_0 artifact published.
Thus we need to also get flag_0 set (maintenance_window_open) via set_flag_0 (set_flag with flag flag_0). Also need to have art_0 published. Artifact initially absent? It says release-image artifact does not exist yet => absent. We need to build then publish.
Steps:
1. build_art_0 (build_artifact) on art_0: precondition artifact absent -> built.
2. publish_art_0 (publish_artifact) on art_0: precondition artifact built -> published.
3. set_flag_0 (set_flag) on flag_0: precondition false -> true.
4. provision svc_0 (advance_0): down->provisioned.
5. configure svc_0 (advance_1): provisioned->configured.
6. deploy svc_0 (advance_2): configured->deployed (requires flag_0 true and art_0 published).
That yields goal.
Check if any other dependencies: No mention of needing cache-1 or db-migration etc. Not needed.
We could optionally do extra steps but limit <=12. Our plan uses 6 calls.
Now output JSON array with each element: {"tool":"<tool id>", "args":{...}}.
Tool IDs as given: build_art_0, publish_art_0, set_flag_0, advance_0, advance_1, advance_2.
Args: For build_art_0: {"artifact":"art_0"}.
Publish_art_0: {"artifact":"art_0"}.
Set_flag_0: {"flag":"flag_0"}.
Advance_0: {"service":"svc_0"}.
Advance_1: {"service":"svc_0"}.
Advance_2: {"service":"svc_0"}.
Make sure ordering correct.
Let's double-check preconditions after each step.
Start: art_0 absent, flag_0 false, svc_0 down.
Step1 build_art_0: artifact absent -> built. OK.
State: art_0 built.
Step2 publish_art_0: artifact built -> published. OK.
State: art_0 published.
Step3 set_flag_0: flag false -> true. OK.
State: flag_0 true.
Step4 advance_0 provision svc_0: service down -> provisioned. OK.
State: svc_0 provisioned.
Step5 advance_1 configure svc_0: service provisioned -> configured. OK.
State: svc_0 configured.
Step6 advance_2 deploy svc_0: service configured -> deployed, requires flag_0 true and art_0 published. Both true. OK.
Goal achieved.
Thus answer.
Need JSON array only.
Let's craft:
[
{"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_0","args":{"service":"svc_0"}},
{"tool":"advance_1","args":{"service":"svc_0"}},
{"tool":"advance_2","args":{"service":"svc_0"}}
]
No extra whitespace? Probably fine.
Return exactly that.
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 |