Record 3f62a0a7e17b4e458f0cf3d74bbcf11c
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).
- 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 '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 (gateway-1)
Artifacts: art_0 (release-image), art_1 (db-migration)
Flags: flag_0 (maintenance_window_open), flag_1 (secrets_synced)
TOOL CATALOG:
- 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_0 | name: provision | params: service: service
Provision a service, moving it from 'down' to 'provisioned'. Precondition: the service must currently be 'down'.
- 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: 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: 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: set_flag_0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- 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 achieve goal: service billing-0 (svc_0) must reach at least deployed state.
Current state: svc_0 is down (not provisioned). Need to go through states: down -> provisioned -> configured -> deployed.
Tools:
- advance_0: provision service (down->provisioned). Precondition: service must be down. So we can run advance_0 on svc_0.
- advance_1: configure service (provisioned->configured). Precondition: service must be provisioned.
- advance_2: deploy service (configured->deployed). Precondition: service must be configured AND requires flag_0 set AND requires art_0 artifact to be published.
Thus before deploying, we need to have flag_0 set (maintenance_window_open) via set_flag_0, and need art_0 built then published.
Artifact flow: start absent. We have build_art_0 (build_artifact) moves absent->built. Then publish_art_0 (publish_artifact) moves built->published.
So steps:
1. build_art_0 (on art_0)
2. publish_art_0 (on art_0)
3. set_flag_0 (flag_0)
4. advance_0 (svc_0) // provision
5. advance_1 (svc_0) // configure
6. advance_2 (svc_0) // deploy
Check preconditions each step given prior actions.
Start: art_0 absent, flag_0 false, svc_0 down.
Step1: build_art_0 precondition: artifact absent => ok. After: art_0 built.
Step2: publish_art_0 precondition: artifact built => ok. After: art_0 published.
Step3: set_flag_0 precondition: flag false => ok. After: flag_0 true.
Step4: advance_0 precondition: service down => ok. After: svc_0 provisioned.
Step5: advance_1 precondition: service provisioned => ok. After: svc_0 configured.
Step6: advance_2 precondition: service configured, flag_0 true, art_0 published => all satisfied. After: svc_0 deployed.
Goal satisfied.
All within 12 calls (6). No other constraints like needing to also consider gateway? Not needed.
Thus produce JSON array of objects with tool IDs as per catalog: "build_art_0", "publish_art_0", "set_flag_0", "advance_0", "advance_1", "advance_2". Args: each takes param name: artifact or service or flag.
Spec format: {"tool": "<tool id>", "args": {"<param>": "<entity id>", ...}}.
For build_art_0: param 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.
Return JSON array.
Make sure 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 |