Record 1746f0eebc7e4f589048320c060dda6b
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:
- reporting-0 is currently down (not yet provisioned).
- auth-api-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.
- The quota_raised flag is off.
- The maintenance_window_open flag is off.
GOAL (all conditions must hold at the end):
- service 'reporting-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (reporting-0), svc_1 (auth-api-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), depth_flag_7 (quota_raised), depth_flag_8 (maintenance_window_open)
TOOL CATALOG:
- id: build_art_o0 | 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_7 | name: set_flag | params: flag: flag
Set the depth_flag_7 flag to true. Precondition: it must currently be false. Requires the depth_flag_6 flag first.
- id: set_depth_flag_o8 | name: set_flag | params: flag: flag
Set the depth_flag_8 flag to true. Precondition: it must currently be false. Requires the depth_flag_7 flag first.
- id: set_depth_flag_o6 | 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_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: 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: 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: 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_o0 | name: provision | params: service: service
Provision a service, moving it from 'down' to 'provisioned'. Precondition: the service must currently be 'down'.
- id: advance_o2 | name: deploy | params: service: service
Deploy a service, moving it from 'configured' to 'deployed'. Precondition: the service must currently be 'configured'.
- 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: 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'.
- id: set_depth_flag_o3 | 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: 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: 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: set_flag_o0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- 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_8 flag to be set. Requires the art_0 artifact to be published.
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 32 tool calls.
Response
[
{"tool":"set_flag_o0","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_dep_th_flag_2","args":{"flag":"depth_flag_2"}},
{"tool":"set_depth_flag_o3","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_depth_flag_o6","args":{"flag":"depth_flag_6"}},
{"tool":"set_dep-th_flag_7","args":{"flag":"depth_flag_7"}},
{"tool":"set_depth_flag_o8","args":{"flag":"depth_flag_8"}},
{"tool":"build_art_o0","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":"advance_o2","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 reporting-0 healthy.
Goal: service 'reporting-0' must reach at least the 'healthy' state.
Current state: reporting-0 (svc_0) is down (not yet provisioned). So we need to go through steps:
Provision -> configured -> deployed -> healthy.
But there are dependencies: For health-check (advance_o3) requires depth_flag_8 set and artifact art_0 published.
Thus before health-check we need to have built and published release-image artifact (art_0). Also need depth_flag_8 true.
Depth flags chain: There's many depth flags with prerequisites.
Let's list all flags:
flag_0 = maintenance_window_open (top-level? Actually they gave both flag_0 and depth_flag_3 etc duplicates.)
depth_flag_0 = feature_gate_on
depth_flag_1 = backup_taken
depth_flag_2 = quota_raised
depth_flag_3 = maintenance_window_open (duplicate)
depth_flag_4 = secrets_synced
depth_flag_5 = feature_gate_on (duplicate)
depth_flag_6 = backup_taken (duplicate)
depth_flag_7 = quota_raised (duplicate)
depth_flag_8 = maintenance_window_open (duplicate again?)
It seems each duplicate corresponds to same underlying condition but separate flags used as prerequisites.
Preconditions given per tool:
- set_dep-th_flag_0: set depth_flag_0 true, precondition: flag_0 must be true first. (Requires flag_0).
- set_dep_th_flag_1: set depth_flag_1 true, precondition: depth_flag_0 must be true first.
- set_dep_th_flag_2: set depth_flag_2 true, precondition: depth_flag_1 must be true first.
- set_dep_th_flag_3? Not listed directly but we have set_depth_flag_o3 which sets depth_flag_3 true, precondition: depth_flag_2 must be true first.
- set_dep_th_flag_4: set depth_flag_4 true, precondition: depth_flag_3 must be true first.
- set_dep_th_flag_5: set depth_flag_5 true, precondition: depth_flag_4 must be true first.
- set_dep_th_flag_6: set depth_flag_6 true, precondition: depth_flag_5 must be true first.
- set_dep_th_flag_7: set depth_flag_7 true, precondition: depth_flag_6 must be true first.
- set_depth_flag_o8: set depth_flag_8 true, precondition: depth_flag_7 must be true first.
Also note there are other set_flag tools like set_flag_o0 (sets flag_0 true, precondition: flag_0 false). That's top-level maintenance_window_open.
So to get depth_flag_8 true we need to set flag_0 then depth_flag_0... up to depth_flag_8 sequentially.
Now also need artifact art_0 published. Steps: build_artifact (build_art_o0) moves art_0 from absent to built. Then publish_artifact (publis_h_art_0) moves from built to published.
Additionally maybe need db-migration artifact? Not required for health-check but could be needed? No mention.
Service flow: We need to provision svc_0, configure svc_0, deploy svc_0, health-check svc_0.
Check preconditions:
- advance_o0 (provision): service must be down. Initially svc_0 down => ok.
- adva-nce_1 (configure): service must be provisioned. After provision, svc_0 becomes provisioned.
- advance_o2 (deploy): service must be configured. After configure, svc_0 becomes configured.
- advance_o3 (health-check): service must be deployed. After deploy, svc_0 becomes deployed. Additionally requires depth_flag_8 set and art_0 published.
Thus after building/publishing artifact and setting depth_flag_8, we can do health-check.
Potential ordering: Need to ensure depth_flag_8 set before health-check. Could set flags earlier.
Also need to consider that some flag-setting tools require previous flags set. Must follow chain.
Thus overall plan:
1. set_flag_o0 (set flag_0 true) // maintenance_window_open
2. set_dep-th_flag_0 (set depth_flag_0 true) // requires flag_0
3. set_dep_th_flag_1 (set depth_flag_1 true) // requires depth_flag_0
4. set_dep_th_flag_2 (set depth_flag_2 true) // requires depth_flag_1
5. set_depth_flag_o3 (set depth_flag_3 true) // requires depth_flag_2
6. set_dep-th_flag_4 (set depth_flag_4 true) // requires depth_flag_3
7. set_dep-th_flag_5 (set depth_flag_5 true) // requires depth_flag_4
8. set_depth_flag_o6 (set depth_flag_6 true) // requires depth_flag_5
9. set_dep-th_flag_7 (set depth_flag_7 true) // requires depth_flag_6
10. set_depth_flag_o8 (set depth_flag_8 true) // requires depth_flag_7
Now artifact:
11. build_art_o0 (build artifact art_0) // precondition: artifact absent (yes)
12. publis_h_art_0 (publish artifact art_0) // precondition: built
Now service steps:
13. advance_o0 (provision svc_0) // precondition: down
14. adva-nce_1 (configure svc_0) // precondition: provisioned
15. advance_o2 (deploy svc_0) // precondition: configured
16. advance_o3 (health-check svc_0) // precondition: deployed, depth_flag_8 true, art_0 published
After step 16, svc_0 should be healthy.
Check if any other constraints: Some tools might have naming mismatches due to hyphens etc. Let's verify each tool ID exactly as given in catalog.
List them:
- build_art_o0 : name: build_artifact | params: artifact: artifact
- set_dep-th_flag_7 : name: set_flag | params: flag: flag (Set depth_flag_7 true, requires depth_flag_6)
- set_depth_flag_o8 : name: set_flag | params: flag: flag (Set depth_flag_8 true, requires depth_flag_7)
- set_depth_flag_o6 : name: set_flag | params: flag: flag (Set depth_flag_6 true, requires depth_flag_5)
- set_dep_th_flag_2 : name: set_flag | params: flag: flag (Set depth_flag_2 true, requires depth_flag_1)
- dec-oy_0 : name: audit_logs | params: service: service
- set_dep-th_flag_0 : name: set_flag | params: flag: flag (Set depth_flag_0 true, requires flag_0)
- dec-oy_1 : name: warm_cache | params: service: service
- set_dep_th_flag_1 : name: set_flag | params: flag: flag (Set depth_flag_1 true, requires depth_flag_0)
- advance_o0 : name: provision | params: service: service
- advance_o2 : name: deploy | params: service: service
- set_dep-th_flag_5 : name: set_flag | params: flag: flag (Set depth_flag_5 true, requires depth_flag_4)
- publis_h_art_0 : name: publish_artifact | params: artifact: artifact
- set_depth_flag_o3 : name: set_flag | params: flag: flag (Set depth_flag_3 true, requires depth_flag_2)
- set_dep-th_flag_4 : name: set_flag | params: flag: flag (Set depth_flag_4 true, requires depth_flag_3)
- adva-nce_1 : name: configure | params: service: service
- set_flag_o0 : name: set_flag | params: flag: flag (Set flag_0 true, precondition: flag_0 false)
- advance_o3 : name: health-check | params: service: service (Requires depth_flag_8 flag set and art_0 published)
Note: There's also set_depth_flag_o6 (we have) and set_depth_flag_o8 etc.
Make sure we use correct IDs.
Our planned sequence uses:
1. set_flag_o0
2. set_dep-th_flag_0
3. set_dep_th_flag_1
4. set_dep_th_flag_2
5. set_depth_flag_o3
6. set_dep-th_flag_4
7. set_dep-th_flag_5
8. set_depth_flag_o6
9. set_dep-th_flag_7
10. set_depth_flag_o8
11. build_art_o0
12. publis_h_art_0
13. advance_o0
14. adva-nce_1
15. advance_o2
16. advance_o3
All good.
Check that each precondition holds at time of call.
Start: flag_0 false, depth flags false, artifact absent, svc_0 down.
Step1 set_flag_o0: precondition flag_0 false -> ok. After: flag_0 true.
Step2 set_dep-th_flag_0: precondition depth_flag_0 false and requires flag_0 true -> ok. After depth_flag_0 true.
Step3 set_dep_th_flag_1: precondition depth_flag_1 false and requires depth_flag_0 true -> ok. After depth_flag_1 true.
Step4 set_dep_th_flag_2: precondition depth_flag_2 false and requires depth_flag_1 true -> ok. After depth_flag_2 true.
Step5 set_depth_flag_o3: precondition depth_flag_3 false and requires depth_flag_2 true -> ok. After depth_flag_3 true.
Step6 set_dep-th_flag_4: precondition depth_flag_4 false and requires depth_flag_3 true -> ok. After depth_flag_4 true.
Step7 set_dep-th_flag_5: precondition depth_flag_5 false and requires depth_flag_4 true -> ok. After depth_flag_5 true.
Step8 set_depth_flag_o6: precondition depth_flag_6 false and requires depth_flag_5 true -> ok. After depth_flag_6 true.
Step9 set_dep-th_flag_7: precondition depth_flag_7 false and requires depth_flag_6 true -> ok. After depth_flag_7 true.
Step10 set_depth_flag_o8: precondition depth_flag_8 false and requires depth_flag_7 true -> ok. After depth_flag_8 true.
Step11 build_art_o0: precondition artifact absent -> ok. After art_0 built.
Step12 publis_h_art_0: precondition artifact built -> ok. After art_0 published.
Step13 advance_o0: precondition svc_0 down -> ok. After svc_0 provisioned.
Step14 adva-nce_1: precondition svc_0 provisioned -> ok. After svc_0 configured.
Step15 advance_o2: precondition svc_0 configured -> ok. After svc_0 deployed.
Step16 advance_o3: precondition svc_0 deployed, depth_flag_8 true, art_0 published -> all true. After svc_0 healthy.
Thus goal satisfied.
We must output JSON array of objects with tool and args.
Args: For set_flag tools, param "flag": flag entity id. Which flag ids? They gave 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), depth_flag_4 (secrets_synced), depth_flag_5 (feature_gate_on), depth_flag_6 (backup_taken), depth_flag_7 (quota_raised), depth_flag_8 (maintenance_window_open)
Thus we need to use those exact IDs.
For set_flag_o0: flag: flag_0
set_dep-th_flag_0: flag: depth_flag_0
set_dep_th_flag_1: flag: depth_flag_1
set_dep_th_flag_2: flag: depth_flag_2
set_depth_flag_o3: flag: depth_flag_3
set_dep-th_flag_4: flag: depth_flag_4
set_dep-th_flag_5: flag: depth_flag_5
set_depth_flag_o6: flag: depth_flag_6
set_dep-th_flag_7: flag: depth_flag_7
set_depth_flag_o8: flag: depth_flag_8
For build_art_o0: artifact: art_0
publis_h_art_0: artifact: art_0
advance_o0: service: svc_0
adva-nce_1: service: svc_0
advance_o2: service: svc_0
advance_o3: service: svc_0
Check spelling of tool IDs exactly as in catalog:
- set_flag_o0 (note underscore after set? It's "set_flag_o0")
- set_dep-th_flag_0 (note hyphen after dep? It's "set_dep-th_flag_0") includes a hyphen between dep and th? Actually given: "set_dep-th_flag_0". We'll copy exactly.
- set_dep_th_flag_1 (underscore after dep? It's "set_dep_th_flag_1").
- set_dep_th_flag_2: "set_dep_th_flag_2"
- set_depth_flag_o3: "set_depth_flag_o3"
- set_dep-th_flag_4: "set_dep-th_flag_4"
- set_dep-th_flag_5: "set_dep-th_flag_5"
- set_depth_flag_o6: "set_depth_flag_o6"
- set_dep-th_flag_7: "set_dep-th_flag_7"
- set_depth_flag_o8: "set_depth_flag_o8"
- build_art_o0: "build_art_o0"
- publis_h_art_0: "publis_h_art_0"
- advance_o0: "advance_o0"
- adva-nce_1: "adva-nce_1"
- advance_o2: "advance_o2"
- advance_o3: "advance_o3"
Check for any extra spaces.
Now produce JSON array.
Let's construct:
[
{"tool":"set_flag_o0","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_dep_th_flag_2","args":{"flag":"depth_flag_2"}},
{"tool":"set_depth_flag_o3","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_depth_flag_o6","args":{"flag":"depth_flag_6"}},
{"tool":"set_dep-th_flag_7","args":{"flag":"depth_flag_7"}},
{"tool":"set_depth_flag_o8","args":{"flag":"depth_flag_8"}},
{"tool":"build_art_o0","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":"advance_o2","args":{"service":"svc_0"}},
{"tool":"advance_o3","args":{"service":"svc_0"}}
]
That's 16 calls, within limit.
Double-check that any tool requiring other flags besides those we set? For health-check, requires depth_flag_8 and art_0 published. We have both.
Thus final answer.
Realized dims
| dim | value |
|---|---|
| catalog_size | 18.0 |
| chain_length | 12.0 |
| 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 | 16.0 |
| 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 | 13.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |