Record 49843170cb3349858e4c68738e7926b9
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:
- search-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 '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 (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_o3 | 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_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: dec-oy_0 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (Has no effect on deployment state.)
- id: adva_nce_1 | name: configure | params: service: service
Configure a service, moving it from 'provisioned' to 'configured'. Precondition: the service must currently be 'provisioned'.
- id: advance_o0 | 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_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: 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: 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_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.
- 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_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_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: publis-h_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_dep-th_flag_0","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":"build-_art_0","args":{"artifact":"art_0"}},
{"tool":"publis-h_art_0","args":{"artifact":"art_0"}},
{"tool":"advance_o0","args":{"service":"svc_0"}},
{"tool":"adva_nce_1","args":{"service":"svc_0"}},
{"tool":"adva_nce_2","args":{"service":"svc_0"}},
{"tool":"advance_o3","args":{"service":"svc_0"}}
]
Reasoning
Model reasoning
We need to produce a sequence of tool calls leading to service search-0 being healthy. Let's map out dependencies:
Goal: service svc_0 (search-0) must be healthy.
Healthy can only be achieved via health-check tool (advance_o3) which moves service from deployed to healthy. Precondition: service must be currently deployed. Also requires depth_flag_3 flag set, and art_0 artifact published.
Thus we need to get svc_0 to deployed state, have depth_flag_3 true, and art_0 published.
Now let's see how to get svc_0 to deployed.
Provisioning flow: start from down -> provisioned (via provision tool advance_o0) then configured (adva_nce_1) then deployed (adva_nce_2).
So steps: provision svc_0, configure svc_0, deploy svc_0.
But note there might also be other services? Not needed but maybe some flags require certain things like setting depth flags etc.
Depth flags chain: We need depth_flag_3 true. To set depth_flag_3 we need depth_flag_2 true (precondition). Depth_flag_2 needs depth_flag_1 true. Depth_flag_1 needs depth_flag_0 true. Depth_flag_0 needs flag_0 true. So we need to set flags in order: flag_0, depth_flag_0, depth_flag_1, depth_flag_2, depth_flag_3.
Flag definitions: There are multiple set_flag tools with different names but they all seem similar: each sets a specific flag if precondition satisfied.
List them:
- set_dep-th_flag_0: set depth_flag_0 flag to true. Precondition: it must currently be false. Requires the flag_0 flag first.
- set_flag_0: set flag_0 flag to true. Precondition: it must currently be false.
- set_dep-th_flag_1: set depth_flag_1 flag to true. Precondition: it must currently be false. Requires the depth_flag_0 flag first.
- set_depth_flag_o2: set depth_flag_2 flag to true. Precondition: it must currently be false. Requires the depth_flag_1 flag first.
- set_dep-th_flag_3: set depth_flag_3 flag to true. Precondition: it must currently be false. Requires the depth_flag_2 flag first.
Also there is set_flag_0 (maybe same as above?). Actually we have both set_flag_0 and set_dep-th_flag_0 etc. They differ by naming.
Thus we need to call set_flag_0 (to set flag_0), then set_dep-th_flag_0 (depth_flag_0), then set_dep-th_flag_1 (depth_flag_1), then set_depth_flag_o2 (depth_flag_2), then set_dep-th_flag_3 (depth_flag_3).
Check spelling: In list: "set_dep-th_flag_0", "set_dep-th_flag_1", "set_dep-th_flag_3". For depth_flag_2: "set_depth_flag_o2" (note letter o vs zero? It says set_depth_flag_o2). We'll assume correct.
Now artifacts: Need art_0 published. Steps: build artifact (build-_art_0) then publish artifact (publis-h_art_0). Preconditions: build requires artifact absent (currently absent). Publish requires artifact built.
Thus we need to call build-_art_0 then publis-h_art_0.
Additionally, health-check requires art_0 published (so after publish). Good.
Now check any other constraints: The health-check also requires depth_flag_3 flag set (we will set). No other prerequisites.
Potential conflict: Some tools may affect other services inadvertently? Only health-check affects service state; provision/configure/deploy affect given service. Others are flags or artifacts.
Thus overall plan:
1. set_flag_0 (flag_0)
2. set_dep-th_flag_0 (depth_flag_0)
3. set_dep-th_flag_1 (depth_flag_1)
4. set_depth_flag_o2 (depth_flag_2)
5. set_dep-th_flag_3 (depth_flag_3)
6. build-_art_0 (artifact art_0)
7. publis-h_art_0 (artifact art_0)
8. advance_o0 (provision svc_0)
9. adva_nce_1 (configure svc_0)
10. adva_nce_2 (deploy svc_0)
11. advance_o3 (health-check svc_0) => healthy
That's 11 tool calls within limit.
Need to ensure preconditions hold at each step.
Let's simulate initial state:
- All services down.
- Flags all off (false).
- Artifacts absent.
- Maintenance window open flag off (but we don't need it? Might be used elsewhere but not required.)
Step1: set_flag_0: precondition flag_0 false (true). No other requirements. After: flag_0 true.
Step2: set_dep-th_flag_0: precondition depth_flag_0 false, requires flag_0 true. flag_0 true now, ok. After depth_flag_0 true.
Step3: set_dep-th_flag_1: precondition depth_flag_1 false, requires depth_flag_0 true. ok.
Step4: set_depth_flag_o2: precondition depth_flag_2 false, requires depth_flag_1 true. ok.
Step5: set_dep-th_flag_3: precondition depth_flag_3 false, requires depth_flag_2 true. ok.
Step6: build-_art_0: precondition artifact art_0 absent. Initially absent. After: built.
Step7: publis-h_art_0: precondition artifact built. After: published.
Step8: advance_o0 provision svc_0: precondition service down. svc_0 down initially. After: provisioned.
Step9: adva_nce_1 configure svc_0: precondition service provisioned. After: configured.
Step10: adva_nce_2 deploy svc_0: precondition service configured. After: deployed.
Step11: advance_o3 health-check svc_0: precondition service deployed, depth_flag_3 true, art_0 published. All satisfied. After: healthy.
Goal achieved.
Check duplicate flag names: There's also depth_flag_3 appears twice? Actually we have depth_flag_3 flag and also maintenance_window_open flag appears twice as flag_0 and depth_flag_3? Wait list: 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). Interesting: both flag_0 and depth_flag_3 correspond to maintenance_window_open? That seems odd but okay. We need depth_flag_3 true for health-check. Setting depth_flag_3 will also set maintenance_window_open? But we don't need to worry about other flags.
Our plan uses set_flag_0 to set flag_0 (maintenance_window_open). Then later set depth_flag_3 (also maintenance_window_open). Might be redundant but fine.
Check if any precondition conflicts: Setting depth_flag_3 requires depth_flag_2 true, which we have. No requirement about flag_0.
Thus plan valid.
Now output JSON array with objects: {"tool": "<tool id>", "args": {"<param>": "<entity id>"}}.
Need to use exact entity ids: services: svc_0, svc_1. Artifacts: art_0, art_1. Flags: flag_0, flag_1, depth_flag_0, depth_flag_1, depth_flag_2, depth_flag_3.
Tool IDs as given:
- set_flag_0
- set_dep-th_flag_0
- set_dep-th_flag_1
- set_depth_flag_o2
- set_dep-th_flag_3
- build-_art_0
- publis-h_art_0
- advance_o0
- adva_nce_1
- adva_nce_2
- advance_o3
Check spelling of tools: In catalog:
- id: set_flag_0 | name: set_flag | params: flag: flag
- id: set_dep-th_flag_0 | 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: build-_art_0 | name: build_artifact | params: artifact: artifact
- id: publis-h_art_0 | name: publish_artifact | params: artifact: artifact
- id: advance_o0 | name: provision | params: service: service
- id: adva_nce_1 | name: configure | params: service: service
- id: adva_nce_2 | name: deploy | params: service: service
- id: advance_o3 | name: health-check | params: service: service
Yes.
Now construct JSON.
Make sure to use double quotes, no trailing commas.
Array:
[
{"tool":"set_flag_0","args":{"flag":"flag_0"}},
{"tool":"set_dep-th_flag_0","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":"build-_art_0","args":{"artifact":"art_0"}},
{"tool":"publis-h_art_0","args":{"artifact":"art_0"}},
{"tool":"advance_o0","args":{"service":"svc_0"}},
{"tool":"adva_nce_1","args":{"service":"svc_0"}},
{"tool":"adva_nce_2","args":{"service":"svc_0"}},
{"tool":"advance_o3","args":{"service":"svc_0"}}
]
Check that we didn't exceed 22 calls: 11.
All good.
Return only 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 | 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 | 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 | 1.0 |
| 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 |