Record a83efc1bd4a04441b2a247a6b26e3016
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:
- search-0 is currently down (not yet provisioned).
- cache-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 'search-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (search-0), svc_1 (cache-1)
Artifacts: art_0 (release-image), art_1 (db-migration)
Flags: flag_0 (maintenance_window_open), flag_1 (secrets_synced)
TOOL CATALOG:
- 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.)
- 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: 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: adva_nce_1 | name: configure | params: service: service
Configure a service, moving it from 'provisioned' to 'configured'. Precondition: the service must currently be 'provisioned'.
- 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: build_art_o0 | 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_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: set_-flag_0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- id: dec-oy_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":"build_art_o0","args":{"artifact":"art_0"}},
{"tool":"publis-h_art_0","args":{"artifact":"art_0"}},
{"tool":"set_-flag_0","args":{"flag":"flag_0"}},
{"tool":"adva_nce_0","args":{"service":"svc_0"}},
{"tool":"adva_nce_1","args":{"service":"svc_0"}},
{"tool":"adva_nce_2","args":{"service":"svc_0"}},
{"tool":"advance_o3","args":{"service":"svc_0"}}
]
Reasoning
Model reasoning
We need to produce a JSON array of tool calls that will achieve the goal: service 'search-0' must reach at least the 'healthy' state. Use exact entity IDs: services svc_0 (search-0), svc_1 (cache-1); artifacts art_0 (release-image), art_1 (db-migration); flags flag_0 (maintenance_window_open), flag_1 (secrets_synced). Tools list with IDs and names.
Current state: search-0 down, cache-1 down; release-image artifact does not exist yet; db-migration artifact does not exist yet; maintenance_window_open flag is off; secrets_synced flag is off.
Goal: service 'search-0' must reach at least the 'healthy' state. That means we need to bring it from down -> provisioned -> configured -> deployed -> healthy. To get to healthy, we need health-check tool (advance_o3) which requires service deployed, flag_0 set, and art_0 published. Also health-check moves from deployed to healthy.
Thus steps:
1. Build artifact art_0 (release-image) using build_art_o0. Precondition: artifact must be absent. It is absent, so okay.
2. Publish artifact art_0 using publis-h_art_0. Precondition: artifact must be built. After step 1, it's built, so okay.
3. Set flag_0 (maintenance_window_open) to true using set_-flag_0. Precondition: currently false. It is off, so okay.
4. Provision service svc_0 using adva_nce_1? Actually provision tool is adva_nce_0 (provision). Precondition: service must be down. It is down, so okay.
5. Configure service svc_0 using configure (adva_nce_1). Precondition: service must be provisioned. After provision, it's provisioned, so okay.
6. Deploy service svc_0 using deploy (adva_nce_2). Precondition: service must be configured. After configure, it's configured, so okay.
7. Health-check service svc_0 using health-check (advance_o3). Precondition: service must be deployed, flag_0 must be set, art_0 must be published. All satisfied after steps 2,3,6. So we can health-check.
Potentially also need to warm cache? Not required for goal. Could be optional but not needed.
We must ensure we use correct tool IDs exactly as given: build_art_o0, publis-h_art_0, set_-flag_0, adva_nce_0, adva_nce_1, adva_nce_2, advance_o3.
Check tool IDs: In catalog:
- id: decoy_o1 | name: warm_cache | params: service: service
- id: publis-h_art_0 | name: publish_artifact | params: artifact: artifact
- id: adva_nce_0 | name: provision | params: service: service
- id: adva_nce_1 | name: configure | params: service: service
- id: adva_nce_2 | name: deploy | params: service: service
- id: build_art_o0 | name: build_artifact | params: artifact: artifact
- id: advance_o3 | name: health-check | params: service: service
- id: set_-flag_0 | name: set_flag | params: flag: flag
- id: dec-oy_0 | name: audit_logs | params: service: service
Thus we need to output JSON array of objects with "tool": "<tool id>", "args": {...}. For each tool, we need to include parameters with entity ids.
Parameters:
- build_artifact: artifact: art_0 (release-image)
- publish_artifact: artifact: art_0
- set_flag: flag: flag_0
- provision: service: svc_0
- configure: service: svc_0
- deploy: service: svc_0
- health-check: service: svc_0
Make sure order is correct.
Potentially we might need to also set flag_1? Not required for goal. But maybe health-check also requires flag_0 only. It also requires art_0 published, which we will have.
Thus sequence of 7 tool calls.
Check preconditions:
- build_artifact: artifact must be absent. It is absent. Good.
- publish_artifact: artifact must be built. After build, it's built. Good.
- set_flag: flag must be false. flag_0 is off (false). Good.
- provision: service must be down. svc_0 is down. Good.
- configure: service must be provisioned. After provision, it's provisioned. Good.
- deploy: service must be configured. After configure, it's configured. Good.
- health-check: service must be deployed, flag_0 must be set, art_0 must be published. After previous steps, all satisfied.
Thus plan works.
Now output JSON array exactly, no extra text.
Array elements: each object with "tool": "<id>", "args": { ... }.
Make sure to use double quotes.
Example:
[
{"tool":"build_art_o0","args":{"artifact":"art_0"}},
{"tool":"publis-h_art_0","args":{"artifact":"art_0"}},
{"tool":"set_-flag_0","args":{"flag":"flag_0"}},
{"tool":"adva_nce_0","args":{"service":"svc_0"}},
{"tool":"adva_nce_1","args":{"service":"svc_0"}},
{"tool":"adva_nce_2","args":{"service":"svc_0"}},
{"tool":"advance_o3","args":{"service":"svc_0"}}
]
Check tool id for health-check is "advance_o3". Yes.
Make sure to escape hyphen? The tool id "set_-flag_0" includes a hyphen; but in JSON string we need to include it as is, but need to escape? In JSON, hyphen is fine, but the identifier includes underscore and hyphen. The string "set_-flag_0" includes a hyphen after underscore. It's okay as a JSON string, but we need to quote it. No need to escape hyphen. So "set_-flag_0". However, the key is "tool": "set_-flag_0". That's fine.
But note that the tool id includes a hyphen, but also an underscore before hyphen. The string is "set_-flag_0". In JSON, we can just put that as a string.
Thus final output is a JSON array.
Make sure no extra whitespace? It's okay.
Thus final answer: JSON array as above.
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 |