Record a9062e95bc7f4572997dd312d6899c8f
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:
- cache-0 is currently down (not yet provisioned).
- gateway-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 'cache-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (cache-0), svc_1 (gateway-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: decoy_0 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (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.
- 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: 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: 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: 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: 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_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: 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_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: 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'.
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":"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":"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 sequence of tool calls leading to service cache-0 reaching healthy state.
Goal: service 'cache-0' must reach at least the 'healthy' state.
Current state:
- cache-0 is down (svc_0) -> needs to go through provision, configure, deploy, then health-check.
But we have constraints: health-check requires depth_flag_3 flag set AND art_0 artifact published.
Thus before health-check we need to ensure those flags and artifact built/published.
Also note there are multiple flags with dependencies:
Flag hierarchy:
flag_0 = maintenance_window_open? Actually they gave two entries: flag_0 (maintenance_window_open) and also depth_flag_3 (maintenance_window_open)? Wait list says:
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).
So both flag_0 and depth_flag_3 correspond to maintenance_window_open? That seems odd but maybe duplicate naming due to different levels. Anyway we treat them as separate booleans.
Preconditions:
set_flag_0 sets flag_0 (requires nothing else). It can be called if flag_0 false initially (it's off). So we can do that.
set_depth_flag_0 sets depth_flag_0 (feature_gate_on) requiring flag_0 already true.
set_depth_flag_1 sets depth_flag_1 (backup_taken) requiring depth_flag_0 true.
set_depth_flag_2 sets depth_flag_2 (quota_raised) requiring depth_flag_1 true.
set_depth_flag_3 sets depth_flag_3 (maintenance_window_open again?) requiring depth_flag_2 true.
Thus chain: flag_0 -> depth_flag_0 -> depth_flag_1 -> depth_flag_2 -> depth_flag_3.
All start false.
Now artifacts:
art_0 (release-image): absent initially. Need to build (build_art_0) then publish (publish_art_0). No other prereqs.
art_1 (db-migration): Not needed for goal perhaps.
Service flow:
Provision (advance_0) moves from down->provisioned.
Configure (advance_1) moves from provisioned->configured.
Deploy (advance_2) moves from configured->deployed.
Health-check (advance_3) moves from deployed->healthy, requires depth_flag_3 true and art_0 published.
Thus steps:
1. set_flag_0 (to get flag_0 true)
2. set_depth_flag_0 (depth_flag_0)
3. set_depth_flag_1 (depth_flag_1)
4. set_depth_flag_2 (depth_flag_2)
5. set_depth_flag_3 (depth_flag_3)
6. build_art_0 (artifact abs->built)
7. publish_art_0 (built->published)
8. advance_0 (provision svc_0)
9. advance_1 (configure svc_0)
10. advance_2 (deploy svc_0)
11. advance_3 (health-check svc_0) => healthy
Check preconditions each step.
Initial states:
- flag_0 false -> ok for set_flag_0.
After set_flag_0, flag_0 true.
- set_depth_flag_0 precondition: depth_flag_0 false, requires flag_0 true. OK after step1.
- set_depth_flag_1: requires depth_flag_0 true. After step2 depth_flag_0 true.
- set_depth_flag_2: requires depth_flag_1 true. After step3 depth_flag_1 true.
- set_depth_flag_3: requires depth_flag_2 true. After step4 depth_flag_2 true.
- build_art_0: artifact absent initially. Yes.
- publish_art_0: requires artifact built. After step6 built.
- advance_0: service down initially. Yes.
- advance_1: requires service provisioned. After step8 provisioned.
- advance_2: requires configured. After step9 configured.
- advance_3: requires deployed and depth_flag_3 true and art_0 published. After step10 deployed, after step5 depth_flag_3 true, after step7 published. All good.
Thus final state: svc_0 healthy.
We used 11 tool calls (<=22). Good.
Need to output JSON array with objects containing tool and args.
Tool IDs mapping:
- set_flag_0: id: set_flag_0 (name set_flag) param flag: flag (which flag entity?). According to description: set_flag_0 sets flag_0 flag to true. Parameter flag: flag. We need to pass flag entity id: which is flag_0? They said 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). So for set_flag_0 we should pass flag: "flag_0". Similarly set_depth_flag_0 expects flag: "depth_flag_0", etc.
Let's verify each tool definition:
- id: set_flag_0 | name: set_flag | params: flag: flag
Sets flag_0 flag to true. Precondition: it must currently be false.
Thus args: {"flag": "flag_0"}.
- id: set_depth_flag_0 | name: set_flag | params: flag: flag
Sets depth_flag_0 flag to true. Precondition: it must currently be false. Requires the flag_0 flag first.
Args: {"flag": "depth_flag_0"}
- id: set_depth_flag_1 | name: set_flag | params: flag: flag
Sets depth_flag_1 flag to true. Precondition: it must currently be false. Requires the depth_flag_0 flag first.
Args: {"flag": "depth_flag_1"}
- id: set_depth_flag_2 | name: set_flag | params: flag: flag
Sets depth_flag_2 flag to true. Precondition: it must currently be false. Requires the depth_flag_1 flag first.
Args: {"flag": "depth_flag_2"}
- id: set_depth_flag_3 | name: set_flag | params: flag: flag
Sets depth_flag_3 flag to true. Precondition: it must currently be false. Requires the depth_flag_2 flag first.
Args: {"flag": "depth_flag_3"}
- 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'.
Args: {"artifact": "art_0"}
- 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'.
Args: {"artifact": "art_0"}
- id: advance_0 | name: provision | params: service: service
Provision a service, moving it from 'down' to 'provisioned'. Precondition: the service must currently be 'down'.
Args: {"service": "svc_0"} (since cache-0 is svc_0)
- id: advance_1 | name: configure | params: service: service
Configure a service, moving it from 'provisioned' to 'configured'. Precondition: the service must currently be 'provisioned'.
Args: {"service": "svc_0"}
- id: advance_2 | name: deploy | params: service: service
Deploy a service, moving it from 'configured' to 'deployed'. Precondition: the service must currently be 'configured'.
Args: {"service": "svc_0"}
- 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.
Args: {"service": "svc_0"}
Thus final JSON 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":"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"}}
]
Make sure ordering correct: all preconditions satisfied.
Double-check: after set_flag_0, flag_0 true. Then set_depth_flag_0 requires flag_0 true - ok. Then set_depth_flag_1 requires depth_flag_0 true - ok after previous. set_depth_flag_2 requires depth_flag_1 true - ok. set_depth_flag_3 requires depth_flag_2 true - ok.
Then build_art_0: artifact absent - ok. publish_art_0: requires built - ok after build.
Provision: svc_0 down - ok. configure: requires provisioned - ok after advance_0. deploy: requires configured - ok after advance_1. health-check: requires deployed and depth_flag_3 true and art_0 published. After advance_2 deployed, depth_flag_3 true after set_depth_flag_3, art_0 published after publish_art_0. All good.
Thus answer.
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 |