Record 99f2be069c10487aa75bb3f6a1660b37
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:
- billing-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.
- The secrets_synced flag is off.
- The feature_gate_on 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 (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), depth_flag_9 (secrets_synced), depth_flag_10 (feature_gate_on)
TOOL CATALOG:
- id: set_dep-th_flag_8 | 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_flag_o0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- 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: adva-nce_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_10 flag to be set. Requires the art_0 artifact to be published.
- 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: advance_o2 | name: deploy | params: service: service
Deploy a service, moving it from 'configured' to 'deployed'. Precondition: the service must currently be 'configured'.
- 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_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: decoy_o0 | 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_o10 | name: set_flag | params: flag: flag
Set the depth_flag_10 flag to true. Precondition: it must currently be false. Requires the depth_flag_9 flag first.
- 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_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: 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_o5 | 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: set_depth_flag_o9 | name: set_flag | params: flag: flag
Set the depth_flag_9 flag to true. Precondition: it must currently be false. Requires the depth_flag_8 flag first.
- 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: set_depth_flag_o4 | 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: set_dep-th_flag_6 | 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: advance_o0 | name: provision | params: service: service
Provision a service, moving it from 'down' to 'provisioned'. Precondition: the service must currently be 'down'.
- 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'.
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 36 tool calls.
Response
[
{"tool":"advance_o0","args":{"service":"svc_0"}},
{"tool":"adva-nce_1","args":{"service":"svc_0"}},
{"tool":"advance_o2","args":{"service":"svc_0"}},
{"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_depth_flag_o4","args":{"flag":"depth_flag_4"}},
{"tool":"set_depth_flag_o5","args":{"flag":"depth_flag_5"}},
{"tool":"set_dep-th_flag_6","args":{"flag":"depth_flag_6"}},
{"tool":"set_dep_th_flag_7","args":{"flag":"depth_flag_7"}},
{"tool":"set_dep-th_flag_8","args":{"flag":"depth_flag_8"}},
{"tool":"set_depth_flag_o9","args":{"flag":"depth_flag_9"}},
{"tool":"set_depth_flag_o10","args":{"flag":"depth_flag_10"}},
{"tool":"build_art_0","args":{"artifact":"art_0"}},
{"tool":"publis_h_art_0","args":{"artifact":"art_0"}},
{"tool":"adva-nce_3","args":{"service":"svc_0"}}
]
Reasoning
Model reasoning
We need to produce a sequence of tool calls leading to billing-0 reaching healthy state.
Goal: service 'billing-0' (svc_0) must be at least healthy.
Current state: all services down? It says billing-0 is down (not yet provisioned); auth-api-1 also down. No artifacts built/published. Flags all off (false).
To get service healthy we need:
Provision -> configured -> deployed -> healthy via health-check.
Health-check requires: service currently 'deployed', depth_flag_10 flag set, and art_0 artifact published.
Thus steps:
1. Provision svc_0 (advance_o0 with service: svc_0)
2. Configure svc_0 (adva-nce_1 with service: svc_0)
3. Deploy svc_0 (advance_o2 with service: svc_0)
- Wait: there's a tool named "advance_o2" which is deploy. Yes.
But before health-check we need depth_flag_10 set and art_0 published.
So after deploying, we need to ensure depth_flag_10 true and art_0 published then run health-check (adva-nce_3) on svc_0.
Now building flags chain: many depth flags dependencies.
Let's list flags:
flag_0 = maintenance_window_open (top-level)
depth_flag_0 = feature_gate_on
depth_flag_1 = ??? Actually they gave mapping but let's trust names: depth_flag_0 corresponds to feature_gate_on per description earlier: "The feature_gate_on flag is off." They have depth_flag_0 as feature_gate_on. Then depth_flag_1 maybe something else? Not needed except for chain.
They gave many depth flags duplicates due to weird naming. We'll need to set depth_flag_10 eventually.
Depth_flag_10 depends on depth_flag_9 (requires depth_flag_9 first). Depth_flag_9 depends on depth_flag_8. Depth_flag_8 depends on depth_flag_7. Depth_flag_7 depends on depth_flag_6. Depth_flag_6 depends on depth_flag_5. Depth_flag_5 depends on depth_flag_4. Depth_flag_4 depends on depth_flag_3. Depth_flag_3 depends on depth_flag_2. Depth_flag_2 depends on depth_flag_1. Depth_flag_1 depends on depth_flag_0. Depth_flag_0 requires flag_0 first.
Thus chain: flag_0 -> depth_flag_0 -> depth_flag_1 -> depth_flag_2 -> depth_flag_3 -> depth_flag_4 -> depth_flag_5 -> depth_flag_6 -> depth_flag_7 -> depth_flag_8 -> depth_flag_9 -> depth_flag_10.
All start false. So we need to set them sequentially.
Also note some duplicate flag IDs like depth_flag_3 etc appear multiple times but same underlying flag? Probably each depth_flag_x is unique. We'll follow given tool IDs.
List of set_flag tools:
- set_flag_o0: sets flag_0 (maintenance_window_open). Precondition: flag_0 false.
- set_dep-th_flag_0: sets depth_flag_0. Precondition: depth_flag_0 false. Requires flag_0 first.
- set_dep_th_flag_1: sets depth_flag_1. Requires depth_flag_0 first.
- set_dep_th_flag_2: sets depth_flag_2. Requires depth_flag_1 first.
- set_depth_flag_o3: sets depth_flag_3. Requires depth_flag_2 first.
- set_depth_flag_o4: sets depth_flag_4. Requires depth_flag_3 first.
- set_depth_flag_o5: sets depth_flag_5. Requires depth_flag_4 first.
- set_dep-th_flag_6: sets depth_flag_6. Requires depth_flag_5 first.
- set_dep_th_flag_7: sets depth_flag_7. Requires depth_flag_6 first.
- set_dep-th_flag_8: sets depth_flag_8. Requires depth_flag_7 first.
- set_depth_flag_o9: sets depth_flag_9. Requires depth_flag_8 first.
- set_depth_flag_o10: sets depth_flag_10. Requires depth_flag_9 first.
Note: Some tool IDs have hyphens etc. Need to use exactly as given.
Check each tool ID string:
From list:
- id: set_dep-th_flag_8 | name: set_flag | params: flag: flag
=> tool id: "set_dep-th_flag_8"
- id: set_flag_o0 | name: set_flag | params: flag: flag
=> tool id: "set_flag_o0"
- id: set_dep-th_flag_0 | name: set_flag | params: flag: flag
=> tool id: "set_dep-th_flag_0"
- id: set_depth_flag_o3 | name: set_flag | params: flag: flag
=> tool id: "set_depth_flag_o3"
- id: set_dep_th_flag_2 | name: set_flag | params: flag: flag
=> tool id: "set_dep_th_flag_2"
- id: set_depth_flag_o10 | name: set_flag | params: flag: flag
=> tool id: "set_depth_flag_o10"
- id: set_depth_flag_o5 | name: set_flag | params: flag: flag
=> tool id: "set_depth_flag_o5"
- id: set_depth_flag_o9 | name: set_flag | params: flag: flag
=> tool id: "set_depth_flag_o9"
- id: set_dep_th_flag_1 | name: set_flag | params: flag: flag
=> tool id: "set_dep_th_flag_1"
- id: set_depth_flag_o4 | name: set_flag | params: flag: flag
=> tool id: "set_depth_flag_o4"
- id: set_dep-th_flag_6 | name: set_flag | params: flag: flag
=> tool id: "set_dep-th_flag_6"
- id: set_dep_th_flag_7 | name: set_flag | params: flag: flag
=> tool id: "set_dep_th_flag_7"
Ok.
Now artifact steps:
- build_art_0: builds art_0 (release-image) from absent to built. Precondition: artifact absent.
- publis_h_art_0: publishes art_0 from built to published. Precondition: artifact built.
Note tool IDs: "build_art_0", "publis_h_art_0". Ensure correct spelling.
Now health-check tool: "adva-nce_3" (note hyphen). Params: service: service.
Deploy tool: "advance_o2". Configure: "adva-nce_1". Provision: "advance_o0".
Now we need to ensure we don't exceed 36 calls.
Sequence:
1. Provision svc_0: advance_o0 {service: svc_0}
2. Configure svc_0: adva-nce_1 {service: svc_0}
3. Deploy svc_0: advance_o2 {service: svc_0}
(At this point svc_0 is deployed.)
Now need to set flags chain and build/publish artifact before health-check.
We could interleave but easier: after deploy, do flag chain then artifact then health-check.
Flag chain steps (12 steps):
4. set_flag_o0 {flag: flag_0} // set maintenance_window_open
5. set_dep-th_flag_0 {flag: flag} // depth_flag_0 (feature_gate_on) requires flag_0
6. set_dep_th_flag_1 {flag: flag} // depth_flag_1 requires depth_flag_0
7. set_dep_th_flag_2 {flag: flag} // depth_flag_2 requires depth_flag_1
8. set_depth_flag_o3 {flag: flag} // depth_flag_3 requires depth_flag_2
9. set_depth_flag_o4 {flag: flag} // depth_flag_4 requires depth_flag_3
10. set_depth_flag_o5 {flag: flag} // depth_flag_5 requires depth_flag_4
11. set_dep-th_flag_6 {flag: flag} // depth_flag_6 requires depth_flag_5
12. set_dep_th_flag_7 {flag: flag} // depth_flag_7 requires depth_flag_6
13. set_dep-th_flag_8 {flag: flag} // depth_flag_8 requires depth_flag_7
14. set_depth_flag_o9 {flag: flag} // depth_flag_9 requires depth_flag_8
15. set_depth_flag_o10 {flag: flag} // depth_flag_10 requires depth_flag_9
Now artifact:
16. build_art_0 {artifact: art_0}
17. publis_h_art_0 {artifact: art_0}
Now health-check:
18. adva-nce_3 {service: svc_0}
After health-check, svc_0 moves from deployed to healthy.
Goal satisfied.
Total calls: 18.
Check preconditions:
- Provision: svc_0 down initially => ok.
- Configure: after provision, svc_0 provisioned => ok.
- Deploy: after configure, svc_0 configured => ok.
- Flag chain: each precondition requires previous flag false and required flag true. We'll set them in order ensuring each required flag is true before setting next. Starting all false.
Step4: set flag_0 (maintenance_window_open) precondition flag_0 false => ok.
Step5: set depth_flag_0 requires flag_0 true (we just set) and depth_flag_0 false => ok.
Step6: set depth_flag_1 requires depth_flag_0 true (now true) and depth_flag_1 false => ok.
Step7: set depth_flag_2 requires depth_flag_1 true (now true) and depth_flag_2 false => ok.
Step8: set depth_flag_3 requires depth_flag_2 true (now true) and depth_flag_3 false => ok.
Step9: set depth_flag_4 requires depth_flag_3 true (now true) and depth_flag_4 false => ok.
Step10: set depth_flag_5 requires depth_flag_4 true (now true) and depth_flag_5 false => ok.
Step11: set depth_flag_6 requires depth_flag_5 true (now true) and depth_flag_6 false => ok.
Step12: set depth_flag_7 requires depth_flag_6 true (now true) and depth_flag_7 false => ok.
Step13: set depth_flag_8 requires depth_flag_7 true (now true) and depth_flag_8 false => ok.
Step14: set depth_flag_9 requires depth_flag_8 true (now true) and depth_flag_9 false => ok.
Step15: set depth_flag_10 requires depth_flag_9 true (now true) and depth_flag_10 false => ok.
Artifact: build_art_0 precondition artifact absent => ok. After build, artifact built.
Publish: publis_h_art_0 precondition artifact built => ok.
Health-check: adva-nce_3 precondition service deployed (yes), depth_flag_10 set (yes), art_0 published (yes). So ok.
Thus plan works.
Need to output JSON array of objects with tool and args.
Make sure to use exact entity IDs: service ids: svc_0, svc_1 (but we only use svc_0). artifact ids: art_0, art_1. flag ids: flag_0, depth_flag_0,... etc. In tool args, param name is "flag": we need to pass the flag entity id. For set_flag tools, param is "flag": flag. So we provide e.g., {"flag": "flag_0"}.
Similarly for build_artifact: param "artifact": artifact.
For health-check, deploy, configure, provision: param "service": service.
Thus produce JSON.
Let's list calls in order.
Will output:
[
{"tool":"advance_o0","args":{"service":"svc_0"}},
{"tool":"adva-nce_1","args":{"service":"svc_0"}},
{"tool":"advance_o2","args":{"service":"svc_0"}},
{"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_depth_flag_o4","args":{"flag":"depth_flag_4"}},
{"tool":"set_depth_flag_o5","args":{"flag":"depth_flag_5"}},
{"tool":"set_dep-th_flag_6","args":{"flag":"depth_flag_6"}},
{"tool":"set_dep_th_flag_7","args":{"flag":"depth_flag_7"}},
{"tool":"set_dep-th_flag_8","args":{"flag":"depth_flag_8"}},
{"tool":"set_depth_flag_o9","args":{"flag":"depth_flag_9"}},
{"tool":"set_depth_flag_o10","args":{"flag":"depth_flag_10"}},
{"tool":"build_art_0","args":{"artifact":"art_0"}},
{"tool":"publis_h_art_0","args":{"artifact":"art_0"}},
{"tool":"adva-nce_3","args":{"service":"svc_0"}}
]
Check count: 18.
Double-check tool IDs spelling exactly as given:
- advance_o0 (yes)
- adva-nce_1 (yes)
- advance_o2 (yes)
- set_flag_o0 (yes)
- set_dep-th_flag_0 (yes)
- set_dep_th_flag_1 (yes)
- set_dep_th_flag_2 (yes)
- set_depth_flag_o3 (yes)
- set_depth_flag_o4 (yes)
- set_depth_flag_o5 (yes)
- set_dep-th_flag_6 (yes)
- set_dep_th_flag_7 (yes)
- set_dep-th_flag_8 (yes)
- set_depth_flag_o9 (yes)
- set_depth_flag_o10 (yes)
- build_art_0 (yes)
- publis_h_art_0 (yes)
- adva-nce_3 (yes)
All good.
Return JSON array.
Realized dims
| dim | value |
|---|---|
| catalog_size | 20.0 |
| chain_length | 14.0 |
| 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 | 18.0 |
| 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 | 15.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |