Record 4168c3d0aa2240a1832f7f62bbf2afd2
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:
- search-0 is currently down (not yet provisioned).
- notifier-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 '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 (notifier-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_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_flag_0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- 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_3 flag to be set. Requires the art_0 artifact to be published.
- 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_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: advance_2 | name: deploy | params: service: service
Deploy a service, moving it from 'configured' to 'deployed'. Precondition: the service must currently be 'configured'.
- 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: 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_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: 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_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 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 sequence of tool calls leading to search-0 being healthy.
Current state:
- search-0 (svc_0) is down.
- notifier-1 (svc_1) down.
- release-image artifact (art_0) absent? It says does not exist yet => absent.
- db-migration artifact (art_1) also absent but we don't need maybe.
- maintenance_window_open flag (flag_0) off.
- secrets_synced flag (flag_1) off.
- feature_gate_on flag (depth_flag_0) off.
- backup_taken flag (depth_flag_1) off.
- quota_raised flag (depth_flag_2) off.
- maintenance_window_open flag again? Actually they listed twice: one as flag_0 and then depth_flag_3 same name? They have duplicate naming confusion: there's flag_0 (maintenance_window_open) and depth_flag_3 (maintenance_window_open). So two flags with same meaning? We'll treat them separate: flag_0 = maintenance_window_open (first), depth_flag_3 = another copy? But both start off.
Goal: service 'search-0' must reach at least the 'healthy' state.
To get healthy, we need to go through states: down -> provisioned -> configured -> deployed -> healthy.
Provision uses advance_0 (provision) requires service down.
Configure uses advance_1 (configure) requires service provisioned.
Deploy uses advance_2 (deploy) requires service configured.
Health-check uses advance_3 (health-check) requires service deployed, depth_flag_3 flag set, and art_0 artifact published.
Thus steps:
1. Provision svc_0 via advance_0.
2. Configure svc_0 via advance_1.
3. Deploy svc_0 via advance_2.
4. Ensure depth_flag_3 flag set (requires depth_flag_2 etc.) Also need art_0 published.
So we need to set flags chain: flag_0 (maintenance_window_open) -> depth_flag_0 (feature_gate_on) -> depth_flag_1 (backup_taken) -> depth_flag_2 (quota_raised) -> depth_flag_3 (maintenance_window_open). Wait each set_flag tool has specific dependencies:
- set_flag_0 sets flag_0 (maintenance_window_open). No precondition except flag_0 false initially. Good.
- set_depth_flag_0 sets depth_flag_0 (feature_gate_on). Precondition: depth_flag_0 false, requires flag_0 first.
- set_depth_flag_1 sets depth_flag_1 (backup_taken). Precondition: depth_flag_1 false, requires depth_flag_0 first.
- set_depth_flag_2 sets depth_flag_2 (quota_raised). Precondition: depth_flag_2 false, requires depth_flag_1 first.
- set_depth_flag_3 sets depth_flag_3 (maintenance_window_open). Precondition: depth_flag_3 false, requires depth_flag_2 first.
Thus we need to set those sequentially.
Also need to publish art_0: need to build then publish.
Build artifact: build_art_0 (build_artifact) requires artifact absent -> built.
Publish artifact: publish_art_0 (publish_artifact) requires artifact built -> published.
Now note: There might be other constraints like needing maintenance_window_open flag for something else? Not needed.
Potential conflict: There are two flags named maintenance_window_open: flag_0 and depth_flag_3. Both start off. Setting flag_0 will set the first; setting depth_flag_3 later will set second. That's fine.
Now ensure we don't exceed 22 calls.
Let's list required calls:
1. advance_0 (provision svc_0)
2. advance_1 (configure svc_0)
3. advance_2 (deploy svc_0)
4. build_art_0
5. publish_art_0
6. set_flag_0 (flag_0)
7. set_depth_flag_0 (depth_flag_0)
8. set_depth_flag_1 (depth_flag_1)
9. set_depth_flag_2 (depth_flag_2)
10. set_depth_flag_3 (depth_flag_3)
11. advance_3 (health-check svc_0)
That's 11 calls.
Check preconditions at each step.
Start: svc_0 down, art_0 absent, flag_0 false, depth flags false.
Step1: advance_0 provision svc_0: precondition service down -> ok. After: svc_0 provisioned.
Step2: advance_1 configure svc_0: precondition service provisioned -> ok. After: configured.
Step3: advance_2 deploy svc_0: precondition service configured -> ok. After: deployed.
Step4: build_art_0: precondition artifact absent -> ok. After: built.
Step5: publish_art_0: precondition artifact built -> ok. After: published.
Step6: set_flag_0: precondition flag_0 false -> ok. After: flag_0 true.
Step7: set_depth_flag_0: precondition depth_flag_0 false, requires flag_0 true -> ok. After: depth_flag_0 true.
Step8: set_depth_flag_1: precondition depth_flag_1 false, requires depth_flag_0 true -> ok. After: depth_flag_1 true.
Step9: set_depth_flag_2: precondition depth_flag_2 false, requires depth_flag_1 true -> ok. After: depth_flag_2 true.
Step10: set_depth_flag_3: precondition depth_flag_3 false, requires depth_flag_2 true -> ok. After: depth_flag_3 true.
Step11: advance_3 health-check svc_0: precondition service deployed, depth_flag_3 true, art_0 published -> all satisfied. After: service healthy.
Goal achieved.
No need to touch notifier-1 or other artifacts/flags.
Thus output JSON array of objects with tool and args.
Need to use exact entity ids: service: svc_0, artifact: art_0, flag: flag_0 etc.
Tool IDs as given: advance_0, advance_1, advance_2, advance_3, build_art_0, publish_art_0, set_flag_0, set_depth_flag_0, set_depth_flag_1, set_depth_flag_2, set_depth_flag_3.
Check that set_depth_flag_0 etc correspond to correct tool IDs: yes.
Now produce JSON.
Make sure format: [{"tool":"advance_0","args":{"service":"svc_0"}}, ...]
No extra text.
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 |