Record b9d21ef4a51a445794f512342d0039d6
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:
- billing-0 is currently down (not yet provisioned).
- registry-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 'billing-0' must reach at least the 'deployed' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (billing-0), svc_1 (registry-1)
Artifacts: art_0 (release-image), art_1 (db-migration)
Flags: flag_0 (maintenance_window_open), flag_1 (secrets_synced)
TOOL CATALOG:
- 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: 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_1 | name: configure | params: service: service
Configure a service, moving it from 'provisioned' to 'configured'. Precondition: the service must currently be 'provisioned'.
- 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_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.)
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": "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 see if we can get billing-0 (svc_0) to deployed state.
Current state:
- billing-0 is down (not yet provisioned). So svc_0 is down.
- registry-1 also down but irrelevant.
- release-image artifact absent.
- db-migration artifact absent.
- maintenance_window_open flag off (false).
- secrets_synced flag off (false).
Goal: service billing-0 must reach at least 'deployed'.
Deploy requires precondition: service must be configured, flag_0 set, art_0 published.
Thus steps needed:
1. Provision svc_0 (from down to provisioned): using advance_0 (provision) param service=svc_0. Precondition: service down -> yes.
2. Configure svc_0 (from provisioned to configured): using advance_1 (configure) param service=svc_0. Precondition: service provisioned -> after step1.
3. Need flag_0 set (maintenance_window_open) to true: using set_flag_0 (set_flag) param flag=flag_0. Precondition: flag false -> currently false.
4. Need art_0 artifact published: start from absent. Steps: build_art_0 (build_artifact) param artifact=art_0 (precondition absent). Then publish_art_0 (publish_artifact) param artifact=art_0 (precondition built). After that artifact published.
5. Deploy svc_0: using advance_2 (deploy) param service=svc_0. Precondition: service configured, flag_0 true, art_0 published.
All good.
Check other constraints: We have max 12 calls, we will have maybe 6 calls.
Let's list them in order:
- advance_0 provision svc_0
- advance_1 configure svc_0
- set_flag_0 set flag_0
- build_art_0 build artifact art_0
- publish_art_0 publish artifact art_0
- advance_2 deploy svc_0
That should achieve goal.
Need to ensure each tool's preconditions hold at moment called.
After step1: svc_0 provisioned.
Step2: svc_0 configured.
Step3: flag_0 set true.
Step4: artifact built.
Step5: artifact published.
Step6: deploy: service configured, flag true, artifact published => ok.
Thus plan works.
Return JSON array of objects with tool and args.
Tool IDs as given: advance_0, advance_1, set_flag_0, build_art_0, publish_art_0, advance_2.
Args: For provision: {"service": "svc_0"} etc.
Make sure to use exact entity ids.
Let's produce JSON.
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 |