Record b4d4d4cd6fb442e2ac32210607816020
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:
- 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.
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)
TOOL CATALOG:
- 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_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: 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_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: 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_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_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_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: 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_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_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.
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":"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":"set_depth_flag_4","args":{"flag":"depth_flag_4"}},{"tool":"advance_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.
Current state:
- billing-0 is down (not yet provisioned). So we need to go through states: down -> provisioned -> configured -> deployed -> healthy.
Also there are flags needed for health-check: requires depth_flag_4 flag set AND art_0 artifact published.
Thus before health-check we need to have built/published artifact art_0, and set certain flags chain.
Let's list all relevant artifacts/flags:
Artifact art_0 (release-image): initially absent. Need to build then publish.
Flag dependencies:
depth_flag_0 (feature_gate_on) requires flag_0 (maintenance_window_open) first? Actually description: set_depth_flag_0 sets depth_flag_0 true, precondition: it must currently be false. Requires the flag_0 flag first. Means flag_0 must be true before setting depth_flag_0.
Similarly set_depth_flag_1 (backup_taken) requires depth_flag_0 first.
set_depth_flag_2 (quota_raised) requires depth_flag_1 first.
set_depth_flag_3 (maintenance_window_open) requires depth_flag_2 first.
set_depth_flag_4 (secrets_synced) requires depth_flag_3 first.
But note there are also original flags flag_0 (maintenance_window_open) and flag_1 (secrets_synced). Wait they gave both top-level flags and depth flags with same names but different IDs. Let's map:
Given entity IDs:
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).
So there are duplicate semantics: flag_0 and depth_flag_3 both represent maintenance_window_open? And flag_1 and depth_flag_4 both represent secrets_synced.
Preconditions: For each set_* tool, they require previous flag(s) as per descriptions.
Specifically:
- set_flag_0 (id: set_flag_0) sets flag_0 (maintenance_window_open) to true. No prereq mentioned besides being false.
- set_depth_flag_0 (id: set_depth_flag_0) sets depth_flag_0 (feature_gate_on) true, requires flag_0 first.
- set_depth_flag_1 (id: set_depth_flag_1) sets depth_flag_1 (backup_taken) true, requires depth_flag_0 first.
- set_depth_flag_2 (id: set_depth_flag_2) sets depth_flag_2 (quota_raised) true, requires depth_flag_1 first.
- set_depth_flag_3 (id: set_depth_flag_3) sets depth_flag_3 (maintenance_window_open) true, requires depth_flag_2 first.
- set_depth_flag_4 (id: set_depth_flag_4) sets depth_flag_4 (secrets_synced) true, requires depth_flag_3 first.
Thus to get depth_flag_4 true, we need to set flags in order: flag_0 -> depth_flag_0 -> depth_flag_1 -> depth_flag_2 -> depth_flag_3 -> depth_flag_4.
Now health-check also requires art_0 published.
Thus steps:
1. Provision svc_0 (billing-0) using advance_0 (provision) - moves from down to provisioned.
2. Configure svc_0 using advance_1 (configure) - provisioned -> configured.
3. Deploy svc_0 using advance_2 (deploy) - configured -> deployed.
4. Build artifact art_0 using build_art_0 (build_artifact) - absent -> built.
5. Publish artifact art_0 using publish_art_0 (publish_artifact) - built -> published.
6. Set flags chain:
a. set_flag_0 (flag_0) -> maintenance_window_open true.
b. set_depth_flag_0 (depth_flag_0) -> feature_gate_on true (requires flag_0).
c. set_depth_flag_1 (depth_flag_1) -> backup_taken true (requires depth_flag_0).
d. set_depth_flag_2 (depth_flag_2) -> quota_raised true (requires depth_flag_1).
e. set_depth_flag_3 (depth_flag_3) -> maintenance_window_open true (requires depth_flag_2). Note this duplicates flag_0 but okay.
f. set_depth_flag_4 (depth_flag_4) -> secrets_synced true (requires depth_flag_3).
7. Health-check svc_0 using advance_3 (health-check) - deployed -> healthy, requires depth_flag_4 true and art_0 published.
After that, goal satisfied.
Check if any other constraints: maybe we need to ensure that service is not already in some state interfering. Starting down, so fine.
Potential extra steps: Could also provision/cache etc but not needed.
Make sure we don't exceed 24 calls. We'll have: provision, configure, deploy, build, publish, then 6 flag sets, then health-check = 1+1+1+1+1+6+1 = 12 calls.
All good.
Now output JSON array with objects: {"tool":"advance_0","args":{"service":"svc_0"}} etc.
Need to use exact tool IDs as given.
List them:
- advance_0: provision
- advance_1: configure
- advance_2: deploy
- build_art_0: build_artifact
- publish_art_0: publish_artifact
- set_flag_0: set_flag (for flag_0)
- set_depth_flag_0: set_flag (for depth_flag_0)
- set_depth_flag_1: set_flag (for depth_flag_1)
- set_depth_flag_2: set_flag (for depth_flag_2)
- set_depth_flag_3: set_flag (for depth_flag_3)
- set_depth_flag_4: set_flag (for depth_flag_4)
- advance_3: health-check
Now construct JSON.
Order:
[
{"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":"set_depth_flag_4","args":{"flag":"depth_flag_4"}},
{"tool":"advance_3","args":{"service":"svc_0"}}
]
Double-check preconditions:
- advance_0: service down -> yes.
- advance_1: after provisioned -> yes.
- advance_2: after configured -> yes.
- build_art_0: artifact absent -> yes.
- publish_art_0: after built -> yes.
- set_flag_0: flag_0 false initially -> yes.
- set_depth_flag_0: requires flag_0 true -> after set_flag_0, ok.
- set_depth_flag_1: requires depth_flag_0 true -> after set_depth_flag_0, ok.
- set_depth_flag_2: requires depth_flag_1 true -> after set_depth_flag_1, ok.
- set_depth_flag_3: requires depth_flag_2 true -> after set_depth_flag_2, ok.
- set_depth_flag_4: requires depth_flag_3 true -> after set_depth_flag_3, ok.
- advance_3: requires depth_flag_4 true and art_0 published -> after set_depth_flag_4 and publish_art_0, ok.
Thus valid.
Return only JSON array.
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 |