Record 079a88302f594d98aede8e60f85883a6
PASSVerdict and provenance first; raw prompt/response/reasoning below, collapsed.
✓PASSanswered "[{"tool":"adva-nce_0","args":{"service":"svc_0"}},{"tool":"advance_o1","args"..."
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:
- scheduler-0 is currently down (not yet provisioned).
- search-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 'scheduler-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (scheduler-0), svc_1 (search-1)
Artifacts: art_0 (release-image), art_1 (db-migration)
Flags: flag_0 (maintenance_window_open), flag_1 (secrets_synced)
TOOL CATALOG:
- id: adva_nce_2 | name: deploy | params: service: service
Deploy a service, moving it from 'configured' to 'deployed'. Precondition: the service must currently be 'configured'.
- id: advance_o1 | name: configure | params: service: service
Configure a service, moving it from 'provisioned' to 'configured'. Precondition: the service must currently be 'provisioned'.
- id: publis-h_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_o3 | name: health-check | params: service: service
Health-check a service, moving it from 'deployed' to 'healthy'. Precondition: the service must currently be 'deployed'. Requires the flag_0 flag to be set. Requires the art_0 artifact to be published.
- id: adva-nce_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.
- id: decoy_o0 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (Has no effect on deployment state.)
- id: decoy_o1 | 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 14 tool calls.
Response
[{"tool":"adva-nce_0","args":{"service":"svc_0"}},{"tool":"advance_o1","args":{"service":"svc_0"}},{"tool":"adva_nce_2","args":{"service":"svc_0"}},{"tool":"build_art_0","args":{"artifact":"art_0"}},{"tool":"publis-h_art_0","args":{"artifact":"art_0"}},{"tool":"set_flag_0","args":{"flag":"flag_0"}},{"tool":"advance_o3","args":{"service":"svc_0"}}]
Reasoning
Model reasoning
We need to produce a sequence of tool calls leading to scheduler-0 healthy.
Current state:
- scheduler-0 (svc_0) is down (not yet provisioned)
- search-1 (svc_1) down
- release-image artifact (art_0) absent? It says does not exist yet => absent.
- db-migration artifact (art_1) absent.
- maintenance_window_open flag (flag_0) off (false)
- secrets_synced flag (flag_1) off (false)
Goal: scheduler-0 must reach at least 'healthy'.
To get healthy we need to run health-check on svc_0 with precondition: service must be deployed, flag_0 set, art_0 published.
Thus steps:
1. Provision svc_0 (from down to provisioned): tool adva-nce_0 (id: adva-nce_0) named provision.
2. Configure svc_0 (from provisioned to configured): tool advance_o1 (name: configure).
3. Deploy svc_0 (from configured to deployed): tool adva_nce_2 (name: deploy).
Now before health-check we need flag_0 set and art_0 published.
Flag_0 can be set via set_flag_0 (id: set_flag_0). No precondition other than false -> true.
Artifact art_0 needs to be built then published.
Build artifact: build_art_0 (id: build_art_0) from absent to built.
Publish artifact: publis-h_art_0 (id: publis-h_art_0) from built to published.
After those, we can health-check svc_0: advance_o3 (id: advance_o3) health-check requiring flag_0 set and art_0 published.
Thus total steps: provision, configure, deploy, build artifact, publish artifact, set flag, health-check. That's 7 calls.
Check ordering: Need flag set before health-check; artifact built/published before health-check. Could do flag earlier as well.
Also note that we might need to ensure that after building artifact, its state changes accordingly. Starting absent -> built after build_art_0. Then publish moves built->published.
All good.
Potential nuance: The health-check also requires flag_0 set. So we should set flag before health-check.
Thus final sequence:
[
{"tool":"adva-nce_0","args":{"service":"svc_0"}},
{"tool":"advance_o1","args":{"service":"svc_0"}},
{"tool":"adva_nce_2","args":{"service":"svc_0"}},
{"tool":"build_art_0","args":{"artifact":"art_0"}},
{"tool":"publis-h_art_0","args":{"artifact":"art_0"}},
{"tool":"set_flag_0","args":{"flag":"flag_0"}},
{"tool":"advance_o3","args":{"service":"svc_0"}}
]
Make sure IDs exactly match given: tool IDs list includes "adva-nce_0", "advance_o1", "adva_nce_2", "build_art_0", "publis-h_art_0", "set_flag_0", "advance_o3". Yes.
Return only JSON array.
Realized dims
| dim | value |
|---|---|
| catalog_size | 9.0 |
| chain_length | 3.0 |
| decoy_count | 2.0 |
| dishonest_decoys_on | 0.0 |
| id_collisions_on | 1.0 |
| implicit_preconditions_on | 0.0 |
| irreversibility | 0.0 |
| parallel_goals | 1.0 |
| plan_overhead | 0.0 |
| poison_traps | 0.0 |
| realized_plan_depth | 7.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |
Latent params
| param | value |
|---|---|
| decoy_tools | 2.0 |
| dishonest_decoys_on | 0.0 |
| id_collisions_on | 1.0 |
| implicit_preconditions_on | 0.0 |
| irreversibility | 0.0 |
| parallel_goals | 1.0 |
| plan_depth | 4.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |