Record ae2c210620694ba487b6c4a43e7b067b
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).
- webhooks-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 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (billing-0), svc_1 (webhooks-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'.
- 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_3 | 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: 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_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: 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_0 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (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":"advance_0","args":{"service":"svc_0"}},
{"tool":"advance_1","args":{"service":"svc_0"}},
{"tool":"advance_2","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_3","args":{"service":"svc_0"}}
]
Reasoning
Model reasoning
We need to produce a JSON array of tool calls that will achieve the goal: service 'billing-0' must reach at least the 'healthy' state. Entity IDs: services svc_0 (billing-0), svc_1 (webhooks-1). Artifacts: art_0 (release-image), art_1 (db-migration). Flags: flag_0 (maintenance_window_open), flag_1 (secrets_synced).
Current state:
- billing-0 is currently down (not yet provisioned). So service svc_0 is down.
- webhooks-1 is currently down (not yet provisioned). So svc_1 is down.
- release-image artifact does not exist yet (i.e., artifact art_0 is absent).
- db-migration artifact does not exist yet (artifact art_1 absent).
- maintenance_window_open flag is off (i.e., flag_0 is false).
- secrets_synced flag is off (flag_1 is false).
Goal: service 'billing-0' must reach at least the 'healthy' state. That means we need to get svc_0 to healthy. To get healthy, we need to deploy, then health-check. Health-check precondition: service must be deployed, flag_0 must be set, and art_0 artifact must be published. Also health-check moves from deployed to healthy.
Thus we need to:
1. Provision svc_0 (down -> provisioned). Use advance_0 tool with service: svc_0.
2. Configure svc_0 (provisioned -> configured). Use advance_1 tool with service: svc_0.
3. Deploy svc_0 (configured -> deployed). Use advance_2 tool with service: svc_0.
4. Build artifact art_0 (absent -> built). Use build_art_0 with artifact: art_0.
5. Publish artifact art_0 (built -> published). Use publish_art_0 with artifact: art_0.
6. Set flag_0 to true (must be false currently). Use set_flag_0 with flag: flag_0.
7. Health-check svc_0 (deployed -> healthy). Use advance_3 with service: svc_0. Preconditions: service deployed, flag_0 true, artifact_0 published. We'll have satisfied those.
Potentially also need to ensure other flags? Not required for health-check; only flag_0 required. So we can set flag_0.
We also may need to handle webhooks-1? Not required for goal, but maybe we need to ensure we don't break anything? The goal only cares about billing-0 healthy. No constraints about other services. So we can ignore webhooks-1.
We must not exceed 14 tool calls. We'll use 7 calls as above. Let's list them in order:
1. advance_0 with service: svc_0 (provision)
2. advance_1 with service: svc_0 (configure)
3. advance_2 with service: svc_0 (deploy)
4. build_art_0 with artifact: art_0 (build artifact)
5. publish_art_0 with artifact: art_0 (publish artifact)
6. set_flag_0 with flag: flag_0 (set flag)
7. advance_3 with service: svc_0 (health-check)
Check preconditions at each step:
- Initially svc_0 is down. advance_0 precondition: service must be down. Yes.
- After provision, svc_0 becomes provisioned. Next advance_1 precondition: service must be provisioned. Yes.
- After configure, svc_0 becomes configured. Next advance_2 precondition: service must be configured. Yes.
- At this point, artifact art_0 is absent. build_art_0 precondition: artifact must be absent. Yes.
- After build, artifact becomes built. publish_art_0 precondition: artifact must be built. Yes.
- flag_0 is currently false. set_flag_0 precondition: must be false. Yes.
- After setting flag, flag_0 true. health-check precondition: service must be deployed (yes), flag_0 must be set (true), art_0 must be published (yes). So health-check can be executed.
Thus sequence works.
We must output JSON array of objects each with "tool": "<tool id>", "args": {...}. No extra text.
Make sure to use exact tool IDs: advance_0, advance_1, advance_2, build_art_0, publish_art_0, set_flag_0, advance_3.
Parameter names: for advance_0, param is service. For advance_1, param is service. For advance_2, param is service. For build_art_0, param is artifact. For publish_art_0, param is artifact. For set_flag_0, param is flag. For advance_3, param is service.
Thus JSON array:
[
{"tool":"advance_0","args":{"service":"svc_0"}},
{"tool":"advance_1","args":{"service":"svc_0"}},
{"tool":"advance_2","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_3","args":{"service":"svc_0"}}
]
Check that we didn't exceed 14 calls; we have 7.
Make sure no extra whitespace? It's okay.
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 | 0.0 |
| 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 | 0.0 |
| 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 |