Record c70326b04a324f85884d58327f461be0
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).
- 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.
- 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.
- The feature_gate_on flag is off.
- The backup_taken 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 (cache-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), depth_flag_5 (feature_gate_on), depth_flag_6 (backup_taken)
TOOL CATALOG:
- 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: set_dep_th_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_o1 | name: configure | params: service: service
Configure a service, moving it from 'provisioned' to 'configured'. Precondition: the service must currently be 'provisioned'.
- 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: set_dep_th_flag_6 | name: set_flag | params: flag: flag
Set the depth_flag_6 flag to true. Precondition: it must currently be false. Requires the depth_flag_5 flag first.
- id: set_dep_th_flag_5 | name: set_flag | params: flag: flag
Set the depth_flag_5 flag to true. Precondition: it must currently be false. Requires the depth_flag_4 flag first.
- 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: adva_nce_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_6 flag to be set. Requires the art_0 artifact to be published.
- id: set_depth_flag_o0 | 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_dep-th_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: publish_art_o0 | name: publish_artifact | params: artifact: artifact
Publish the art_0 artifact (moves it from 'built' to 'published'). Precondition: the artifact must be 'built'.
- id: set_flag_o0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- id: dec-oy_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: 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: set_depth_flag_o2 | 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_dep_th_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.
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 28 tool calls.
Response
[
{"tool":"set_flag_o0","args":{"flag":"flag_0"}},
{"tool":"set_depth_flag_o0","args":{"flag":"depth_flag_0"}},
{"tool":"set_dep_th_flag_1","args":{"flag":"depth_flag_1"}},
{"tool":"set_depth_flag_o2","args":{"flag":"depth_flag_2"}},
{"tool":"set_dep_th_flag_3","args":{"flag":"depth_flag_3"}},
{"tool":"set_dep-th_flag_4","args":{"flag":"depth_flag_4"}},
{"tool":"set_dep_th_flag_5","args":{"flag":"depth_flag_5"}},
{"tool":"set_dep_th_flag_6","args":{"flag":"depth_flag_6"}},
{"tool":"build_art_0","args":{"artifact":"art_0"}},
{"tool":"publish_art_o0","args":{"artifact":"art_0"}},
{"tool":"adva_nce_0","args":{"service":"svc_0"}},
{"tool":"advance_o1","args":{"service":"svc_0"}},
{"tool":"adva-nce_2","args":{"service":"svc_0"}},
{"tool":"adva_nce_3","args":{"service":"svc_0"}}
]
Reasoning
Model reasoning
We need to produce a sequence of tool calls leading to billing-0 healthy.
Goal: service billing-0 (svc_0) must be at least healthy.
From initial state:
- billing-0 is down (not yet provisioned)
- cache-1 down
- artifacts absent
- flags all off? Let's list flags: maintenance_window_open flag is off (flag_0?), also there are duplicate entries but we have specific IDs: 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), depth_flag_5 (feature_gate_on), depth_flag_6 (backup_taken).
All initially off/false.
Thus we need to get svc_0 through states: down -> provisioned -> configured -> deployed -> healthy.
Provision requires service down. So we can run provision on svc_0.
Configure requires provisioned.
Deploy requires configured.
Health-check requires deployed AND depth_flag_6 set AND art_0 artifact published.
So before health-check we need to ensure depth_flag_6 true, and art_0 built then published.
Also note health-check moves from deployed to healthy.
Now we need to see dependencies for setting depth_flag_6.
depth_flag_6 corresponds to backup_taken? Actually depth_flag_6 is backup_taken per description. Setting depth_flag_6 uses tool set_dep_th_flag_6 with precondition: depth_flag_6 false, requires depth_flag_5 first.
Depth_flag_5 is feature_gate_on? Wait mapping: 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, depth_flag_5 = feature_gate_on, depth_flag_6 = backup_taken. There seems duplication: depth_flag_0 and depth_flag_5 both feature_gate_on; depth_flag_1 and depth_flag_6 both backup_taken.
But anyway chain: To set depth_flag_6 we need depth_flag_5 true. To set depth_flag_5 we need depth_flag_4 true. To set depth_flag_4 we need depth_flag_3 true. To set depth_flag_3 we need depth_flag_2 true. To set depth_flag_2 we need depth_flag_1 true. To set depth_flag_1 we need depth_flag_0 true. And depth_flag_0 requires flag_0 (maintenance_window_open) first.
Thus we need to set flags in order: flag_0 -> depth_flag_0 -> depth_flag_1 -> depth_flag_2 -> depth_flag_3 -> depth_flag_4 -> depth_flag_5 -> depth_flag_6.
Each set_flag tool has specific IDs: let's map them.
List of set_flag tools:
- set_flag_o0: sets flag_0 (maintenance_window_open). Precondition: flag_0 false. No requirement.
- set_depth_flag_o0: sets depth_flag_0 (feature_gate_on). Precondition: depth_flag_0 false. Requires flag_0 first.
- set_dep_th_flag_1: sets depth_flag_1 (backup_taken). Precondition: depth_flag_1 false. Requires depth_flag_0 first.
- set_depth_flag_o2: sets depth_flag_2 (quota_raised). Precondition: depth_flag_2 false. Requires depth_flag_1 first.
- set_dep_th_flag_3: sets depth_flag_3 (maintenance_window_open). Precondition: depth_flag_3 false. Requires depth_flag_2 first.
- set_dep-th_flag_4: sets depth_flag_4 (secrets_synced). Precondition: depth_flag_4 false. Requires depth_flag_3 first.
- set_dep_th_flag_5: sets depth_flag_5 (feature_gate_on). Precondition: depth_flag_5 false. Requires depth_flag_4 first.
- set_dep_th_flag_6: sets depth_flag_6 (backup_taken). Precondition: depth_flag_6 false. Requires depth_flag_5 first.
Note some naming weirdness: set_dep-th_flag_4 includes hyphen? It's given as "set_dep-th_flag_4". We'll treat exactly as given.
Now artifact steps:
- build_art_0: builds art_0 (release-image) from absent to built. Precondition: artifact absent.
- publish_art_o0: publishes art_0 from built to published. Precondition: artifact built.
Now service steps:
- provision (adva_nce_0): provisions service from down to provisioned. Precondition: service down.
- configure (advance_o1): configures service from provisioned to configured. Precondition: service provisioned.
- deploy (adva-nce_2): deploys service from configured to deployed. Precondition: service configured.
- health-check (adva_nce_3): health-check service from deployed to healthy. Precondition: service deployed, depth_flag_6 true, art_0 published.
Now we need to consider other services like cache-1 maybe not needed. But we could ignore.
We need to output JSON array of tool calls in order.
Let's construct sequence:
1. set_flag_o0 (flag_0) -> maintenance_window_open true.
2. set_depth_flag_o0 (depth_flag_0) -> feature_gate_on true (requires flag_0).
3. set_dep_th_flag_1 (depth_flag_1) -> backup_taken true (requires depth_flag_0).
4. set_depth_flag_o2 (depth_flag_2) -> quota_raised true (requires depth_flag_1).
5. set_dep_th_flag_3 (depth_flag_3) -> maintenance_window_open true (requires depth_flag_2). Note this is another maintenance_window_open flag (depth_flag_3). okay.
6. set_dep-th_flag_4 (depth_flag_4) -> secrets_synced true (requires depth_flag_3).
7. set_dep_th_flag_5 (depth_flag_5) -> feature_gate_on true (requires depth_flag_4).
8. set_dep_th_flag_6 (depth_flag_6) -> backup_taken true (requires depth_flag_5).
Now after depth_flag_6 true, we can handle artifact.
9. build_art_0 (artifact art_0) -> built.
10. publish_art_o0 (artifact art_0) -> published.
Now service steps:
11. adva_nce_0 (provision) on svc_0 (billing-0) -> provisioned.
12. advance_o1 (configure) on svc_0 -> configured.
13. adva-nce_2 (deploy) on svc_0 -> deployed.
14. adva_nce_3 (health-check) on svc_0 -> healthy (requires depth_flag_6 true and art_0 published). Both satisfied.
That's 14 calls.
Check if any precondition missing: For each set_flag we need to ensure the flag is false initially. All start false, and we set them sequentially, each only once. Good.
For artifact: build_art_0 requires artifact absent (true). publish_art_o0 requires artifact built (after build). Good.
For service: provision requires service down (true). configure requires provisioned (after provision). deploy requires configured (after configure). health-check requires deployed (after deploy) and depth_flag_6 true (we set) and art_0 published (we published). Good.
Thus plan works.
Need to output JSON array with objects: {"tool": "<tool id>", "args": {"<param>": "<entity id>"}}.
Tool IDs exactly as given in catalog:
- set_flag_o0
- set_depth_flag_o0
- set_dep_th_flag_1
- set_depth_flag_o2
- set_dep_th_flag_3
- set_dep-th_flag_4
- set_dep_th_flag_5
- set_dep_th_flag_6
- build_art_0
- publish_art_o0
- adva_nce_0
- advance_o1
- adva-nce_2
- adva_nce_3
Check spelling: Some have hyphens etc. Need to match exactly.
List from catalog:
- id: set_flag_o0 | name: set_flag | params: flag: flag
- id: set_depth_flag_o0 | name: set_flag | params: flag: flag
- id: set_dep_th_flag_1 | name: set_flag | params: flag: flag
- id: set_depth_flag_o2 | name: set_flag | params: flag: flag
- id: set_dep_th_flag_3 | name: set_flag | params: flag: flag
- id: set_dep-th_flag_4 | name: set_flag | params: flag: flag
- id: set_dep_th_flag_5 | name: set_flag | params: flag: flag
- id: set_dep_th_flag_6 | name: set_flag | params: flag: flag
- id: build_art_0 | name: build_artifact | params: artifact: artifact
- id: publish_art_o0 | name: publish_artifact | params: artifact: artifact
- id: adva_nce_0 | name: provision | params: service: service
- id: advance_o1 | name: configure | params: service: service
- id: adva-nce_2 | name: deploy | params: service: service
- id: adva_nce_3 | name: health-check | params: service: service
Yes.
Now args: For set_flag tools, param is "flag": flag ID.
Flag IDs: flag_0, depth_flag_0, depth_flag_1, depth_flag_2, depth_flag_3, depth_flag_4, depth_flag_5, depth_flag_6.
Thus:
1. {"tool":"set_flag_o0","args":{"flag":"flag_0"}}
2. {"tool":"set_depth_flag_o0","args":{"flag":"depth_flag_0"}}
3. {"tool":"set_dep_th_flag_1","args":{"flag":"depth_flag_1"}}
4. {"tool":"set_depth_flag_o2","args":{"flag":"depth_flag_2"}}
5. {"tool":"set_dep_th_flag_3","args":{"flag":"depth_flag_3"}}
6. {"tool":"set_dep-th_flag_4","args":{"flag":"depth_flag_4"}}
7. {"tool":"set_dep_th_flag_5","args":{"flag":"depth_flag_5"}}
8. {"tool":"set_dep_th_flag_6","args":{"flag":"depth_flag_6"}}
9. {"tool":"build_art_0","args":{"artifact":"art_0"}}
10. {"tool":"publish_art_o0","args":{"artifact":"art_0"}}
11. {"tool":"adva_nce_0","args":{"service":"svc_0"}}
12. {"tool":"advance_o1","args":{"service":"svc_0"}}
13. {"tool":"adva-nce_2","args":{"service":"svc_0"}}
14. {"tool":"adva_nce_3","args":{"service":"svc_0"}}
Return as JSON array.
Make sure no extra text.
Realized dims
| dim | value |
|---|---|
| catalog_size | 16.0 |
| chain_length | 10.0 |
| 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 | 14.0 |
| 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 | 11.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |