Record bf4b4194d3aa4ba4bc91b736bd634ed8
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).
- ingest-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 (ingest-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_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: set_flag_0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- 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_0 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (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: advance_1 | name: configure | params: service: service
Configure a service, moving it from 'provisioned' to 'configured'. Precondition: the service must currently be 'provisioned'.
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": "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 see if we can get service cache-0 (svc_0) to deployed state.
Current state: services both down. Artifacts absent? It says release-image artifact does not exist yet => absent. db-migration also absent. Flags: maintenance_window_open off (false), secrets_synced off (false).
Goal: service cache-0 must reach at least 'deployed' state.
To get to deployed, we need:
- Service must go through states: down -> provisioned (via provision) -> configured (via configure) -> deployed (via deploy). So we need to run provision, configure, deploy sequentially.
Preconditions for each:
- provision: service must be down. OK initially.
- configure: service must be provisioned.
- deploy: service must be configured, requires flag_0 flag set (maintenance_window_open) and requires art_0 artifact published.
Thus before deploy we need to have flag_0 set true, and artifact art_0 published.
Publishing artifact requires artifact built first then publish.
Build artifact precondition: artifact must be absent. Currently absent, so we can build.
Publish artifact precondition: artifact must be built.
So steps:
1. build_art_0 (build artifact) using tool id: build_art_0? Actually tool list includes build_art_0 named build_artifact. Yes.
2. publish_art_0 (publish artifact) using publish_art_0.
3. set_flag_0 (set flag) using set_flag_0.
4. provision svc_0 via advance_0 (provision).
5. configure svc_0 via advance_1 (configure).
6. deploy svc_0 via advance_2 (deploy).
Check dependencies: For deploy we need flag_0 set and art_0 published. We'll have done those earlier.
Now check other constraints: No other needed flags like secrets_synced? Not required.
Also note there is a decoy tool warm_cache etc but irrelevant.
We must ensure we don't violate any preconditions inadvertently by ordering incorrectly.
Let's simulate:
Initial: svc_0 down, svc_1 down. art_0 absent, art_1 absent. flag_0 false, flag_1 false.
Step1: build_art_0 (artifact: art_0). Precondition: artifact absent -> true. After: art_0 built.
Step2: publish_art_0 (artifact: art_0). Precondition: artifact built -> true. After: art_0 published.
Step3: set_flag_0 (flag: flag_0). Precondition: flag false -> true. After: flag_0 true.
Step4: advance_0 provision svc_0. Precondition: service down -> true. After: svc_0 provisioned.
Step5: advance_1 configure svc_0. Precondition: service provisioned -> true. After: svc_0 configured.
Step6: advance_2 deploy svc_0. Precondition: service configured -> true. Also requires flag_0 set (true) and art_0 published (true). All satisfied. After: svc_0 deployed.
Goal satisfied.
We used 6 tool calls, within limit 12.
Need to output JSON array of objects with tool and args.
Tool IDs as given: build_art_0, publish_art_0, set_flag_0, advance_0, advance_1, advance_2.
Args: each takes a param named service or artifact or flag.
Spec format: {"tool": "<tool id>", "args": {"<param>": "<entity id>", ...}}.
Entity IDs: service: svc_0 or svc_1; artifact: art_0 or art_1; flag: flag_0 or flag_1.
Thus:
- build_art_0: args {"artifact": "art_0"}
- publish_art_0: args {"artifact": "art_0"}
- set_flag_0: args {"flag": "flag_0"}
- advance_0: args {"service": "svc_0"}
- advance_1: args {"service": "svc_0"}
- advance_2: args {"service": "svc_0"}
Return JSON array.
Make sure no extra whitespace? Probably fine.
Let's output.
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 |