Record 63c8fcc220724dacaf7eeacdafb14521
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).
- ledger-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 (ledger-1)
Artifacts: art_0 (release-image), art_1 (db-migration)
Flags: flag_0 (maintenance_window_open), flag_1 (secrets_synced)
TOOL CATALOG:
- id: set_flag_0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- 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: 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: 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'.
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": "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"}},
{"tool": "advance_2", "args": {"service": "svc_0"}}
]
Reasoning
Model reasoning
We need to produce a sequence of tool calls leading to billing-0 being deployed. Starting state: both services down, artifacts absent, flags off.
Goal: billing-0 (svc_0) must be at least deployed. So we need to go through states: down -> provisioned -> configured -> deployed.
Provision requires service down (true). Use advance_0 (provision) with service svc_0.
Configure requires service provisioned. Use advance_1 (configure) after provisioning.
Deploy requires service configured, flag_0 true, and art_0 published.
Thus before deploying, we need to set flag_0 (set_flag_0) and have artifact art_0 published.
Artifact flow: absent -> built via build_art_0, then built -> published via publish_art_0.
So steps:
1. provision svc_0: advance_0 {service: svc_0}
2. configure svc_0: advance_1 {service: svc_0}
3. build artifact art_0: build_art_0 {artifact: art_0}
4. publish artifact art_0: publish_art_0 {artifact: art_0}
5. set flag_0: set_flag_0 {}
6. deploy svc_0: advance_2 {service: svc_0}
Check preconditions each step.
Initial: svc_0 down => ok for provision.
After provision: svc_0 becomes provisioned.
Now configure: precondition service provisioned => ok.
After configure: svc_0 becomes configured.
Build artifact: initial artifact absent => ok.
After build: artifact built.
Publish artifact: precondition artifact built => ok.
After publish: artifact published.
Set flag_0: precondition flag false => initially off, still off => ok.
After set flag: flag true.
Deploy: precondition service configured (yes), flag_0 true (yes), artifact published (yes) => ok.
Result: svc_0 deployed.
All good. No need to involve ledger-1 or other flags.
Sequence length 6 <=12.
Return JSON array objects with tool IDs as given: advance_0, advance_1, build_art_0, publish_art_0, set_flag_0, advance_2.
Make sure args keys match param names: For provision/configure/deploy: param "service". For build/publish artifact: param "artifact". For set_flag: param "flag"? Actually set_flag_0 takes flag: flag? It says params: flag: flag. Probably expects flag identifier? But they gave flag entity ids: flag_0 (maintenance_window_open). However set_flag_0 sets flag_0 to true. Likely argument is flag: flag_0? Let's read description: "Set the flag_0 flag to true." It doesn't need argument which flag because it's specific to flag_0. But they defined params: flag: flag. Might need to pass flag: flag_0. We'll include that.
Thus set_flag_0 args: {"flag": "flag_0"}.
Similarly build_art_0 args: {"artifact": "art_0"}; publish_art_0 same.
Advance_0 etc: {"service": "svc_0"}.
Let's output JSON.
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 |