Record 5a9dde13376d47adb7d86294f7e8a1bb
PASSVerdict and provenance first; raw prompt/response/reasoning below, collapsed.
✓PASSanswered "[{"tool":"advance_0","args":{"service":"svc_0"}},{"tool":"advance_1","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:
- notifier-0 is currently down (not yet provisioned).
- billing-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.
GOAL (all conditions must hold at the end):
- service 'notifier-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (notifier-0), svc_1 (billing-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)
TOOL CATALOG:
- 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: 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: decoy_0 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (Has no effect on deployment state.)
- 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: 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_3 flag to be set. Requires the art_0 artifact to be published.
- 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: 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_flag_0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- 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: 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: 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_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.
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 22 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":"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":"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 'notifier-0' must reach at least the 'healthy' state.
We have current state: notifier-0 is down (not yet provisioned). billing-1 is 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. feature_gate_on flag is off. backup_taken flag is off. quota_raised flag is off. maintenance_window_open flag is off (duplicate). So many flags are off.
We have entity IDs: Services: svc_0 (notifier-0), svc_1 (billing-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). Note that depth_flag_3 is also called maintenance_window_open? Actually flag_0 is maintenance_window_open, depth_flag_3 is also maintenance_window_open? The description says depth_flag_3 (maintenance_window_open). So there are two flags referencing same concept but different depth? Anyway.
Goal: service 'notifier-0' must reach at least the 'healthy' state. To get to healthy, we need to health-check it, which requires it to be deployed, which requires it to be configured, which requires it to be provisioned. Also health-check requires depth_flag_3 flag to be set, and art_0 artifact to be published.
Thus we need to:
1. Provision svc_0 (notifier-0) using advance_0 tool (provision service). Precondition: service must be down. It is down, so okay.
2. Configure svc_0 using advance_1 configure tool. Precondition: service must be provisioned. After step 1, it's provisioned, so okay.
3. Deploy svc_0 using advance_2 deploy tool. Precondition: service must be configured. After step 2, it's configured, so okay.
Now we need to have art_0 artifact built and published. Currently release-image artifact does not exist. So we need to build_art_0 (build artifact) then publish_art_0 (publish artifact). Build requires artifact be absent, which it is. So:
4. build_art_0 with artifact art_0.
5. publish_art_0 with artifact art_0.
Now we need to set depth_flag_3 (maintenance_window_open) to true. This flag requires depth_flag_2 first, which requires depth_flag_1, which requires depth_flag_0. Also depth_flag_0 requires flag_0 first? Actually set_depth_flag_0 precondition: it must currently be false. Requires the flag_0 flag first. So we need to set flag_0 (maintenance_window_open) to true? Wait flag_0 is maintenance_window_open flag. The precondition for set_depth_flag_0 is that it must currently be false, and requires the flag_0 flag first. That suggests we need to set flag_0 (maintenance_window_open) to true before we can set depth_flag_0? Actually set_depth_flag_0 is "Set the depth_flag_0 flag to true. Precondition: it must currently be false. Requires the flag_0 flag first." So to set depth_flag_0, we must have previously set flag_0 (i.e., set the flag_0 flag to true). So we need to set flag_0 first.
But flag_0 is currently off (maintenance_window_open flag is off). There's a tool "set_flag_0" which sets flag_0 to true, precondition: it must currently be false. So we can set flag_0.
Thus steps:
6. set_flag_0 with flag flag_0 (maintenance_window_open). This sets flag_0 to true.
Now we can set depth_flag_0 (feature_gate_on) using set_depth_flag_0 with flag depth_flag_0. Precondition: it must be false (it is), and requires flag_0 first (we just set it). So okay.
7. set_depth_flag_0 with flag depth_flag_0.
Then set_depth_flag_1 (backup_taken) using set_depth_flag_1 with flag depth_flag_1. Precondition: it must be false, requires depth_flag_0 first (we have). So:
8. set_depth_flag_1 with flag depth_flag_1.
Then set_depth_flag_2 (quota_raised) using set_depth_flag_2 with flag depth_flag_2. Precondition: it must be false, requires depth_flag_1 first (we have). So:
9. set_depth_flag_2 with flag depth_flag_2.
Then set_depth_flag_3 (maintenance_window_open) using set_depth_flag_3 with flag depth_flag_3. Precondition: it must be false, requires depth_flag_2 first (we have). So:
10. set_depth_flag_3 with flag depth_flag_3.
Now we have depth_flag_3 true.
Now we need to health-check svc_0 using advance_3 health-check. Precondition: service must be deployed (we have deployed it), requires depth_flag_3 flag to be set (we set it), requires art_0 artifact to be published (we published it). So we can:
11. advance_3 with service svc_0.
That should move it to healthy state, achieving goal.
We also might need to ensure other flags like secrets_synced etc. Not required for goal, but maybe they are preconditions for other steps? Not needed.
We also need to ensure we don't exceed 22 calls; we have 11 calls, fine.
But we must check that we used correct tool IDs and parameter names.
Tool catalog:
- advance_0: name provision, params: service: service
- advance_1: name configure, params: service: service
- advance_2: name deploy, params: service: service
- advance_3: name health-check, params: service: service
- build_art_0: name build_artifact, params: artifact: artifact
- publish_art_0: name publish_artifact, params: artifact: artifact
- set_flag_0: name set_flag, params: flag: flag
- set_depth_flag_0: name set_flag, params: flag: flag
- set_depth_flag_1: name set_flag, params: flag: flag
- set_depth_flag_2: name set_flag, params: flag: flag
- set_depth_flag_3: name set_flag, params: flag: flag
We also have decoy tools but not needed.
Now we need to output JSON array of objects with "tool": "<tool id>", "args": { "<param>": "<entity id>", ... }.
Parameter names: For advance_0 etc, param is "service". For build_art_0 and publish_art_0, param is "artifact". For set_flag_0 etc, param is "flag". So we need to use exactly those param names.
Thus the sequence:
1. {"tool":"advance_0","args":{"service":"svc_0"}}
2. {"tool":"advance_1","args":{"service":"svc_0"}}
3. {"tool":"advance_2","args":{"service":"svc_0"}}
4. {"tool":"build_art_0","args":{"artifact":"art_0"}}
5. {"tool":"publish_art_0","args":{"artifact":"art_0"}}
6. {"tool":"set_flag_0","args":{"flag":"flag_0"}}
7. {"tool":"set_depth_flag_0","args":{"flag":"depth_flag_0"}}
8. {"tool":"set_depth_flag_1","args":{"flag":"depth_flag_1"}}
9. {"tool":"set_depth_flag_2","args":{"flag":"depth_flag_2"}}
10. {"tool":"set_depth_flag_3","args":{"flag":"depth_flag_3"}}
11. {"tool":"advance_3","args":{"service":"svc_0"}}
Check preconditions: after step 1, svc_0 is provisioned. Step 2 requires provisioned, okay. Step 3 requires configured, after step 2 it's configured, okay. Step 4 builds artifact, artifact was absent, okay. Step 5 publishes artifact, artifact was built, okay. Step 6 sets flag_0, it was false, okay. Step 7 sets depth_flag_0, precondition: it must be false (it is) and requires flag_0 first (we set it), okay. Step 8 sets depth_flag_1, precondition: false and requires depth_flag_0 first, okay. Step 9 sets depth_flag_2, precondition: false and requires depth_flag_1 first, okay. Step 10 sets depth_flag_3, precondition: false and requires depth_flag_2 first, okay. Step 11 health-check requires service deployed (yes), depth_flag_3 set (yes), art_0 published (yes). So all good.
We must output only JSON array, no extra text. Ensure proper JSON formatting: an array of objects.
Thus final answer is:
[
{"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":"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":"advance_3","args":{"service":"svc_0"}}
]
Make sure no extra whitespace? It's okay. Provide as plain JSON array.
Realized dims
| dim | value |
|---|---|
| catalog_size | 13.0 |
| chain_length | 7.0 |
| 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 | 11.0 |
| 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 | 8.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |