Record e4a5eecdbbb142dfbf5b2b61939f59c5
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:
- auth-api-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.
- The feature_gate_on flag is off.
- The backup_taken flag is off.
- The quota_raised flag is off.
- The maintenance_window_open flag is off.
- The secrets_synced flag is off.
GOAL (all conditions must hold at the end):
- service 'auth-api-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (auth-api-0), svc_1 (webhooks-1)
Artifacts: art_0 (release-image), art_1 (db-migration)
Flags: flag_0 (maintenance_window_open), flag_1 (secrets_synced), depth_flag_0 (feature_gate_on), depth_flag_1 (backup_taken), depth_flag_2 (quota_raised), depth_flag_3 (maintenance_window_open), depth_flag_4 (secrets_synced)
TOOL CATALOG:
- 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: set_depth_flag_1 | name: set_flag | params: flag: flag
Set the depth_flag_1 flag to true. Precondition: it must currently be false. Requires the depth_flag_0 flag first.
- 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_depth_flag_4 | name: set_flag | params: flag: flag
Set the depth_flag_4 flag to true. Precondition: it must currently be false. Requires the depth_flag_3 flag first.
- id: set_depth_flag_3 | name: set_flag | params: flag: flag
Set the depth_flag_3 flag to true. Precondition: it must currently be false. Requires the depth_flag_2 flag first.
- 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: 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_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 depth_flag_4 flag to be set. Requires the art_0 artifact to be published.
- id: set_depth_flag_2 | name: set_flag | params: flag: flag
Set the depth_flag_2 flag to true. Precondition: it must currently be false. Requires the depth_flag_1 flag first.
- id: set_depth_flag_0 | name: set_flag | params: flag: flag
Set the depth_flag_0 flag to true. Precondition: it must currently be false. Requires the flag_0 flag first.
- 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 24 tool calls.
Response
[
{"tool":"set_flag_0","args":{"flag":"flag_0"}},
{"tool":"set_depth_flag_0","args":{"flag":"depth_flag_0"}},
{"tool":"set_depth_flag_1","args":{"flag":"depth_flag_1"}},
{"tool":"set_depth_flag_2","args":{"flag":"depth_flag_2"}},
{"tool":"set_depth_flag_3","args":{"flag":"depth_flag_3"}},
{"tool":"set_depth_flag_4","args":{"flag":"depth_flag_4"}},
{"tool":"build_art_0","args":{"artifact":"art_0"}},
{"tool":"publish_art_0","args":{"artifact":"art_0"}},
{"tool":"advance_0","args":{"service":"svc_0"}},
{"tool":"advance_1","args":{"service":"svc_0"}},
{"tool":"advance_2","args":{"service":"svc_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 'auth-api-0' must reach at least the 'healthy' state. Use exact entity IDs: services svc_0 (auth-api-0), svc_1 (webhooks-1); artifacts art_0 (release-image), art_1 (db-migration); flags: flag_0 (maintenance_window_open), flag_1 (secrets_synced), depth_flag_0 (feature_gate_on), depth_flag_1 (backup_taken), depth_flag_2 (quota_raised), depth_flag_3 (maintenance_window_open), depth_flag_4 (secrets_synced). Note that depth_flag_3 and depth_flag_4 are also named same as flag_0 and flag_1? Actually they are depth_flag_3 (maintenance_window_open) and depth_flag_4 (secrets_synced). So we have flags: flag_0, flag_1, depth_flag_0, depth_flag_1, depth_flag_2, depth_flag_3, depth_flag_4.
Goal: service auth-api-0 must reach at least 'healthy' state. That means we need to get it to healthy via health-check tool (advance_3) which requires service to be 'deployed' and depth_flag_4 flag set, and art_0 artifact published. Also health-check moves from deployed to healthy.
Thus we need to provision auth-api-0 (down -> provisioned) via advance_0. Then configure it (provisioned -> configured) via advance_1. Then deploy it (configured -> deployed) via advance_2. Then health-check (deployed -> healthy) via advance_3, which requires depth_flag_4 set and art_0 published.
To set depth_flag_4, we need depth_flag_3 set first (requires depth_flag_2). depth_flag_2 requires depth_flag_1, which requires depth_flag_0. depth_flag_0 requires flag_0. flag_0 can be set via set_flag_0 (no precondition besides being false). Actually set_flag_0 sets flag_0 flag to true, precondition: it must currently be false. So we can set flag_0.
Then depth_flag_0 can be set (requires flag_0 first). Then depth_flag_1 can be set (requires depth_flag_0). Then depth_flag_2 can be set (requires depth_flag_1). Then depth_flag_3 can be set (requires depth_flag_2). Then depth_flag_4 can be set (requires depth_flag_3). So we need to set a chain of depth flags.
Also need to publish artifact art_0 (release-image). To publish, artifact must be built. So we need to build_artifact (build_art_0) then publish_artifact (publish_art_0). Build_artifact requires artifact to be absent (which it is). Publish_artifact requires artifact to be built.
Thus plan:
1. set_flag_0 (set flag_0 to true) - precondition: flag_0 currently false. It is off, so okay.
2. set_depth_flag_0 (set depth_flag_0 to true) - precondition: depth_flag_0 currently false, and requires flag_0 first (which we just set). So okay.
3. set_depth_flag_1 (set depth_flag_1 to true) - precondition: depth_flag_1 currently false, requires depth_flag_0 (set). So okay.
4. set_depth_flag_2 (set depth_flag_2 to true) - precondition: depth_flag_2 currently false, requires depth_flag_1 (set). So okay.
5. set_depth_flag_3 (set depth_flag_3 to true) - precondition: depth_flag_3 currently false, requires depth_flag_2 (set). So okay.
6. set_depth_flag_4 (set depth_flag_4 to true) - precondition: depth_flag_4 currently false, requires depth_flag_3 (set). So okay.
Now artifact build/publish:
7. build_art_0 (build artifact release-image) - precondition: artifact must be absent (it is). So okay.
8. publish_art_0 (publish artifact release-image) - precondition: artifact must be built (just built). So okay.
Now service provisioning and configuration and deployment:
9. advance_0 (provision service svc_0) - precondition: service must be down (auth-api-0 is down). So okay.
10. set_flag_0? Actually we already set flag_0 earlier; but we might need to set flag_0 again? Not needed.
11. advance_1 (configure service svc_0) - precondition: service must be provisioned (just provisioned). So okay.
12. advance_2 (deploy service svc_0) - precondition: service must be configured (just configured). So okay.
Now health-check:
13. advance_3 (health-check service svc_0) - precondition: service must be deployed (just deployed) and depth_flag_4 flag set (we set it) and art_0 artifact published (we published). So okay.
Thus we have 13 tool calls. Ensure we use correct tool IDs: advance_0, set_flag_0, set_depth_flag_0, set_depth_flag_1, set_depth_flag_2, set_depth_flag_3, set_depth_flag_4, build_art_0, publish_art_0, advance_1, advance_2, advance_3. That's 11? Let's count: 1 set_flag_0, 2 set_depth_flag_0, 3 set_depth_flag_1, 4 set_depth_flag_2, 5 set_depth_flag_3, 6 set_depth_flag_4, 7 build_art_0, 8 publish_art_0, 9 advance_0, 10 advance_1, 11 advance_2, 12 advance_3. That's 12 calls. Wait we also might need to set depth_flag_0 before depth_flag_1 etc. That's included.
Check preconditions for each:
- set_flag_0: flag_0 currently false, okay.
- set_depth_flag_0: requires flag_0 first (which we set). Also depth_flag_0 currently false, okay.
- set_depth_flag_1: requires depth_flag_0 (set). Also depth_flag_1 currently false, okay.
- set_depth_flag_2: requires depth_flag_1 (set). Also depth_flag_2 currently false, okay.
- set_depth_flag_3: requires depth_flag_2 (set). Also depth_flag_3 currently false, okay.
- set_depth_flag_4: requires depth_flag_3 (set). Also depth_flag_4 currently false, okay.
- build_art_0: artifact must be absent (it is). So okay.
- publish_art_0: artifact must be built (just built). So okay.
- advance_0: service must be down (auth-api-0 is down). So okay.
- advance_1: service must be provisioned (just provisioned). So okay.
- advance_2: service must be configured (just configured). So okay.
- advance_3: service must be deployed (just deployed) and depth_flag_4 flag set (yes) and art_0 artifact published (yes). So okay.
Thus order is correct.
Now we must output JSON array of objects each with "tool": "<tool id>", "args": { ... }. For each tool, we need to pass parameters as per tool spec.
Tool specs:
- advance_0: params: service: service -> we pass {"service":"svc_0"}
- set_flag_0: params: flag: flag -> we pass {"flag":"flag_0"}
- set_depth_flag_0: params: flag: flag -> {"flag":"depth_flag_0"}
- set_depth_flag_1: {"flag":"depth_flag_1"}
- set_depth_flag_2: {"flag":"depth_flag_2"}
- set_depth_flag_3: {"flag":"depth_flag_3"}
- set_depth_flag_4: {"flag":"depth_flag_4"}
- build_art_0: params: artifact: artifact -> {"artifact":"art_0"}
- publish_art_0: {"artifact":"art_0"}
- advance_1: {"service":"svc_0"}
- advance_2: {"service":"svc_0"}
- advance_3: {"service":"svc_0"}
Check that we didn't need to set any other flags like maintenance_window_open etc. Not needed.
Thus final JSON array with 12 objects in order.
Make sure no extra whitespace? Probably fine.
Let's construct array:
[
{"tool":"set_flag_0","args":{"flag":"flag_0"}},
{"tool":"set_depth_flag_0","args":{"flag":"depth_flag_0"}},
{"tool":"set_depth_flag_1","args":{"flag":"depth_flag_1"}},
{"tool":"set_depth_flag_2","args":{"flag":"depth_flag_2"}},
{"tool":"set_depth_flag_3","args":{"flag":"depth_flag_3"}},
{"tool":"set_depth_flag_4","args":{"flag":"depth_flag_4"}},
{"tool":"build_art_0","args":{"artifact":"art_0"}},
{"tool":"publish_art_0","args":{"artifact":"art_0"}},
{"tool":"advance_0","args":{"service":"svc_0"}},
{"tool":"advance_1","args":{"service":"svc_0"}},
{"tool":"advance_2","args":{"service":"svc_0"}},
{"tool":"advance_3","args":{"service":"svc_0"}}
]
Check that tool IDs are exactly as given: "set_flag_0" is correct? In catalog: id: set_flag_0 | name: set_flag | params: flag: flag. Yes.
"set_depth_flag_0" etc.
"advance_0" etc.
All good.
Now output only JSON array, no extra text.
Realized dims
| dim | value |
|---|---|
| catalog_size | 14.0 |
| chain_length | 8.0 |
| 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 | 12.0 |
| 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 | 9.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |