Record 130d6739208f4df19b1240c42af64763
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:
- gateway-0 is currently down (not yet provisioned).
- scheduler-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 'gateway-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (gateway-0), svc_1 (scheduler-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: 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: 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: 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'.
- 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_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: 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_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: 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_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: 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: 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: set_depth_flag_o0 | 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_o1 | name: warm_cache | params: service: service
Warm the cache for a service (best-effort, no state change). (Has no effect on deployment state.)
- 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_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_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: set_depth_flag_o7 | 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_dep_th_flag_9 | 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_-flag_0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
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":"set_-flag_0","args":{"flag":"flag_0"}},
{"tool":"set_depth_flag_o0","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_dep-th_flag_3","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_dep_th_flag_6","args":{"flag":"depth_flag_6"}},
{"tool":"set_depth_flag_o7","args":{"flag":"depth_flag_7"}},
{"tool":"set_dep_th_flag_8","args":{"flag":"depth_flag_8"}},
{"tool":"set_dep_th_flag_9","args":{"flag":"depth_flag_9"}},
{"tool":"set_depth_flag_o10","args":{"flag":"depth_flag_10"}},
{"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":"adva_nce_3","args":{"service":"svc_0"}}
]
Reasoning
Model reasoning
We need to produce a sequence of tool calls leading to gateway-0 being healthy.
Goal: service 'gateway-0' (svc_0) must reach at least 'healthy'.
To get healthy we need to run health-check tool (id: adva_nce_3) which moves service from deployed to healthy. Precondition: service must be 'deployed', requires depth_flag_10 flag set, requires art_0 artifact published.
Thus steps:
- Ensure svc_0 goes through provision -> configured -> deployed -> then health-check.
Provision: tool advance_o0 (name: provision) with service param.
Configure: adva_nce_1 (configure).
Deploy: advance_o2 (deploy).
Health-check: adva_nce_3.
But before health-check we need depth_flag_10 set and art_0 published.
Also note there are many flags duplicates due to weird naming but they correspond to actual flag IDs? Let's list all flags defined:
From entity IDs section:
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)
So each flag corresponds to some logical condition repeated multiple times maybe as part of chain dependencies.
Preconditions for setting flags often require previous flag.
Specifically:
set_depth_flag_o0 sets depth_flag_0, requires flag_0.
set_dep_th_flag_1 sets depth_flag_1, requires depth_flag_0.
set_dep_th_flag_2 sets depth_flag_2, requires depth_flag_1.
set_dep_th_flag_3 sets depth_flag_3, requires depth_flag_2.
set_dep_th_flag_4 sets depth_flag_4, requires depth_flag_3.
set_dep_th_flag_5 sets depth_flag_5, requires depth_flag_4.
set_dep_th_flag_6 sets depth_flag_6, requires depth_flag_5.
set_depth_flag_o7 sets depth_flag_7, requires depth_flag_6.
set_dep_th_flag_8 sets depth_flag_8, requires depth_flag_7.
set_dep_th_flag_9 sets depth_flag_9, requires depth_flag_8.
set_depth_flag_o10 sets depth_flag_10, requires depth_flag_9.
Thus to set depth_flag_10 we need to set all preceding flags in chain starting from flag_0 up through depth_flag_9.
Additionally, we have other set_flag tools like set_-flag_0 (sets flag_0). There's also possibly others for flag_1 etc? Not listed. Only set_-flag_0 appears. So only way to set flag_0 is via set_-flag_0. No tool to set flag_1 directly? Actually flag_1 is secrets_synced; there is no set_flag for flag_1 given. But perhaps we don't need to set flag_1 because chain starts at flag_0 only. However after flag_0 we need depth_flag_0 requiring flag_0. Then depth_flag_1 requiring depth_flag_0, etc. So we can ignore flag_1.
Thus to get depth_flag_10 true we need to execute:
set_-flag_0 (sets flag_0)
set_depth_flag_o0 (sets depth_flag_0) requires flag_0
set_dep_th_flag_1 (sets depth_flag_1) requires depth_flag_0
set_dep_th_flag_2 (sets depth_flag_2) requires depth_flag_1
set_dep_th_flag_3 (sets depth_flag_3) requires depth_flag_2
set_dep_th_flag_4 (sets depth_flag_4) requires depth_flag_3
set_dep_th_flag_5 (sets depth_flag_5) requires depth_flag_4
set_dep_th_flag_6 (sets depth_flag_6) requires depth_flag_5
set_depth_flag_o7 (sets depth_flag_7) requires depth_flag_6
set_dep_th_flag_8 (sets depth_flag_8) requires depth_flag_7
set_dep_th_flag_9 (sets depth_flag_9) requires depth_flag_8
set_depth_flag_o10 (sets depth_flag_10) requires depth_flag_9
Now also need art_0 published. Artifact states: initially absent. Need to build then publish.
Tools:
build_art_o0 builds art_0 (absent -> built). Precondition: artifact absent.
publis_h_art_0 publishes art_0 (built -> published). Precondition: artifact built.
Thus we need to run build_art_o0 then publis_h_art_0.
Now service provisioning: We need to provision svc_0 (gateway-0) from down to provisioned using advance_o0. Precondition: service down (true initially). Then configure using adva_nce_1 (requires provisioned). Then deploy using advance_o2 (requires configured). Then health-check using adva_nce_3 (requires deployed, depth_flag_10 true, art_0 published).
We might also need to consider svc_1? Not needed for goal but could be used if any precondition requires it? No.
Thus overall sequence:
1. set_-flag_0 (flag_0)
2. set_depth_flag_o0 (depth_flag_0)
3. set_dep_th_flag_1 (depth_flag_1)
4. set_dep_th_flag_2 (depth_flag_2)
5. set_dep_th_flag_3 (depth_flag_3)
6. set_dep_th_flag_4 (depth_flag_4)
7. set_dep_th_flag_5 (depth_flag_5)
8. set_dep_th_flag_6 (depth_flag_6)
9. set_depth_flag_o7 (depth_flag_7)
10. set_dep_th_flag_8 (depth_flag_8)
11. set_dep_th_flag_9 (depth_flag_9)
12. set_depth_flag_o10 (depth_flag_10)
13. build_art_o0 (build art_0)
14. publis_h_art_0 (publish art_0)
15. advance_o0 (provision svc_0)
16. adva_nce_1 (configure svc_0)
17. advance_o2 (deploy svc_0)
18. adva_nce_3 (health-check svc_0) -> healthy
Check preconditions each step:
- set_-flag_0: precondition flag_0 false initially (yes). No other requirements.
- set_depth_flag_o0: precondition depth_flag_0 false, requires flag_0 true (we just set). OK.
- set_dep_th_flag_1: precondition depth_flag_1 false, requires depth_flag_0 true (set). OK.
... continue similarly.
After step 12 depth_flag_10 true.
- build_art_o0: precondition art_0 absent (yes). No other requirement.
- publis_h_art_0: precondition art_0 built (after build). OK.
- advance_o0: precondition svc_0 down (yes). No other requirement.
- adva_nce_1: precondition svc_0 provisioned (after provision). OK.
- advance_o2: precondition svc_0 configured (after configure). OK.
- adva_nce_3: precondition svc_0 deployed (after deploy), depth_flag_10 true (we have), art_0 published (we have). OK.
Thus final state: svc_0 healthy.
We should ensure we didn't miss any duplicate flag names causing confusion. The tool IDs have weird hyphens and underscores but we must use exact IDs as given.
List of tool IDs exactly:
- adva_nce_3
- publis_h_art_0
- advance_o0
- adva_nce_1
- advance_o2
- set_dep-th_flag_3
- build_art_o0
- set_dep_th_flag_2
- set_dep_th_flag_8
- set_dep_th_flag_5
- set_dep_th_flag_4
- set_dep_th_flag_6
- set_depth_flag_o0
- decoy_o1
- decoy_o0
- set_dep-th_flag_1
- set_depth_flag_o10
- set_depth_flag_o7
- set_dep_th_flag_9
- set_-flag_0
Note there are two set_-flag_0? Actually only one: set_-flag_0.
Also there is set_dep-th_flag_3 etc. Some have hyphen after set_dep? Eg set_dep-th_flag_3 (note hyphen between p and t?). We need to match exactly.
Let's list them precisely as given:
From catalog:
- id: adva_nce_3 | name: health-check | params: service: service
- 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: advance_o2 | name: deploy | params: service: service
- id: set_dep-th_flag_3 | name: set_flag | params: flag: flag
- id: build_art_o0 | name: build_artifact | params: artifact: artifact
- id: set_dep_th_flag_2 | name: set_flag | params: flag: flag
- id: set_dep_th_flag_8 | name: set_flag | params: flag: flag
- id: set_dep_th_flag_5 | name: set_flag | params: flag: flag
- id: set_dep_th_flag_4 | name: set_flag | params: flag: flag
- id: set_dep_th_flag_6 | name: set_flag | params: flag: flag
- id: set_depth_flag_o0 | name: set_flag | params: flag: flag
- id: decoy_o1 | name: warm_cache | params: service: service
- id: decoy_o0 | name: audit_logs | params: service: service
- id: set_dep-th_flag_1 | name: set_flag | params: flag: flag
- id: set_depth_flag_o10 | name: set_flag | params: flag: flag
- id: set_depth_flag_o7 | name: set_flag | params: flag: flag
- id: set_dep_th_flag_9 | name: set_flag | params: flag: flag
- id: set_-flag_0 | name: set_flag | params: flag: flag
Thus we need to map our planned steps to these IDs.
Our chain:
set_-flag_0 -> ID: set_-flag_0
set_depth_flag_o0 -> ID: set_depth_flag_o0
set_dep_th_flag_1 -> ID: set_dep-th_flag_1 (note hyphen after dep? Actually it's set_dep-th_flag_1)
set_dep_th_flag_2 -> ID: set_dep_th_flag_2
set_dep_th_flag_3 -> ID: set_dep-th_flag_3
set_dep_th_flag_4 -> ID: set_dep_th_flag_4
set_dep_th_flag_5 -> ID: set_dep_th_flag_5
set_dep_th_flag_6 -> ID: set_dep_th_flag_6
set_depth_flag_o7 -> ID: set_depth_flag_o7
set_dep_th_flag_8 -> ID: set_dep_th_flag_8
set_dep_th_flag_9 -> ID: set_dep_th_flag_9
set_depth_flag_o10 -> ID: set_depth_flag_o10
Now check each precondition: For set_dep-th_flag_3 requires depth_flag_2 flag first. That matches our ordering: after we set depth_flag_2 (set_dep_th_flag_2) we can do set_dep-th_flag_3.
Similarly set_dep-th_flag_1 requires depth_flag_0 first.
All good.
Now build_art_o0 -> ID: build_art_o0
publis_h_art_0 -> ID: publis_h_art_0
advance_o0 -> ID: advance_o0
adva_nce_1 -> ID: adva_nce_1
advance_o2 -> ID: advance_o2
adva_nce_3 -> ID: adva_nce_3
Now verify that we haven't missed any tool that might be needed for other flags like flag_1 etc. Not needed.
Now count steps: 18 steps.
We must output JSON array of objects with tool and args.
Args: For set_flag tools, param "flag": flag ID (entity ID). For health-check etc, param "service": service ID. For provision etc same. For build/publish artifact: param "artifact": artifact ID.
Thus we need to map flag IDs:
flag_0 entity ID: flag_0
depth_flag_0 entity ID: depth_flag_0
depth_flag_1: depth_flag_1
depth_flag_2: depth_flag_2
depth_flag_3: depth_flag_3
depth_flag_4: depth_flag_4
depth_flag_5: depth_flag_5
depth_flag_6: depth_flag_6
depth_flag_7: depth_flag_7
depth_flag_8: depth_flag_8
depth_flag_9: depth_flag_9
depth_flag_10: depth_flag_10
Service IDs: svc_0 (gateway-0), svc_1 (scheduler-1). We'll use svc_0.
Artifact IDs: art_0 (release-image), art_1 (db-migration). We'll use art_0.
Now construct JSON.
Order:
1. {"tool":"set_-flag_0","args":{"flag":"flag_0"}}
2. {"tool":"set_depth_flag_o0","args":{"flag":"depth_flag_0"}}
3. {"tool":"set_dep-th_flag_1","args":{"flag":"depth_flag_1"}}
4. {"tool":"set_dep_th_flag_2","args":{"flag":"depth_flag_2"}}
5. {"tool":"set_dep-th_flag_3","args":{"flag":"depth_flag_3"}}
6. {"tool":"set_dep_th_flag_4","args":{"flag":"depth_flag_4"}}
7. {"tool":"set_dep_th_flag_5","args":{"flag":"depth_flag_5"}}
8. {"tool":"set_dep_th_flag_6","args":{"flag":"depth_flag_6"}}
9. {"tool":"set_depth_flag_o7","args":{"flag":"depth_flag_7"}}
10. {"tool":"set_dep_th_flag_8","args":{"flag":"depth_flag_8"}}
11. {"tool":"set_dep_th_flag_9","args":{"flag":"depth_flag_9"}}
12. {"tool":"set_depth_flag_o10","args":{"flag":"depth_flag_10"}}
13. {"tool":"build_art_o0","args":{"artifact":"art_0"}}
14. {"tool":"publis_h_art_0","args":{"artifact":"art_0"}}
15. {"tool":"advance_o0","args":{"service":"svc_0"}}
16. {"tool":"adva_nce_1","args":{"service":"svc_0"}}
17. {"tool":"advance_o2","args":{"service":"svc_0"}}
18. {"tool":"adva_nce_3","args":{"service":"svc_0"}}
Check that all preconditions hold at each step given prior steps.
Step1: flag_0 false -> ok.
Step2: depth_flag_0 false, requires flag_0 true (now true) -> ok.
Step3: depth_flag_1 false, requires depth_flag_0 true (now true) -> ok.
Step4: depth_flag_2 false, requires depth_flag_1 true (now true) -> ok.
Step5: depth_flag_3 false, requires depth_flag_2 true (now true) -> ok.
Step6: depth_flag_4 false, requires depth_flag_3 true (now true) -> ok.
Step7: depth_flag_5 false, requires depth_flag_4 true (now true) -> ok.
Step8: depth_flag_6 false, requires depth_flag_5 true (now true) -> ok.
Step9: depth_flag_7 false, requires depth_flag_6 true (now true) -> ok.
Step10: depth_flag_8 false, requires depth_flag_7 true (now true) -> ok.
Step11: depth_flag_9 false, requires depth_flag_8 true (now true) -> ok.
Step12: depth_flag_10 false, requires depth_flag_9 true (now true) -> ok.
Step13: art_0 absent -> ok.
Step14: art_0 built (after step13) -> ok.
Step15: svc_0 down -> ok.
Step16: svc_0 provisioned (after step15) -> ok.
Step17: svc_0 configured (after step16) -> ok.
Step18: svc_0 deployed (after step17), depth_flag_10 true (step12), art_0 published (step14) -> ok.
Thus final state: svc_0 healthy.
We should also ensure we didn't accidentally violate any other precondition like maybe health-check requires depth_flag_10 flag to be set AND art_0 artifact to be published. Yes.
Thus answer is JSON array of 18 objects.
Make sure no extra text.
Let's output.
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 |