Record 0212b282eb0748b79b0dc0f8ca44b35c
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:
- scheduler-0 is currently down (not yet provisioned).
- reporting-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 'scheduler-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (scheduler-0), svc_1 (reporting-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_10 | 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_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_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_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: 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_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: advance_o0 | name: provision | params: service: service
Provision a service, moving it from 'down' to 'provisioned'. Precondition: the service must currently be 'down'.
- 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: publish_art_o0 | 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_flag_0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- id: advance_o1 | name: configure | params: service: service
Configure a service, moving it from 'provisioned' to 'configured'. Precondition: the service must currently be 'provisioned'.
- 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_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: 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_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_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: 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: 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_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.
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_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_dep-th_flag_3", "args": {"flag": "depth_flag_3"}},
{"tool": "set_depth_flag_o4", "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_dep_th_flag_8", "args": {"flag": "depth_flag_8"}},
{"tool": "set_dep-th_flag_9", "args": {"flag": "depth_flag_9"}},
{"tool": "set_dep-th_flag_10", "args": {"flag": "depth_flag_10"}},
{"tool": "build_art_0", "args": {"artifact": "art_0"}},
{"tool": "publish_art_o0", "args": {"artifact": "art_0"}},
{"tool": "advance_o0", "args": {"service": "svc_0"}},
{"tool": "advance_o1", "args": {"service": "svc_0"}},
{"tool": "adva-nce_2", "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 scheduler-0 healthy.
Goal: service scheduler-0 (svc_0) must be at least healthy.
Current state: scheduler-0 is down (not yet provisioned). So we need to go through states: down -> provisioned -> configured -> deployed -> healthy.
Provision uses advance_o0 (name: provision) with precondition service down.
Configure uses advance_o1 (name: configure) precondition service provisioned.
Deploy uses adva-nce_2 (name: deploy) precondition service configured.
Health-check uses adva-nce_3 (name: health-check) precondition service deployed AND requires depth_flag_10 flag set AND requires art_0 artifact published.
Thus before health-check we need:
- depth_flag_10 = true
- art_0 published
Also note there are many flags dependencies chain: depth_flag_10 depends on depth_flag_9 etc? Let's examine each set_flag tool description.
List all set_flag entries:
- set_dep-th_flag_10: sets depth_flag_10 true, precondition false, requires depth_flag_9 first.
- set_dep_th_flag_7: sets depth_flag_7 true, precondition false, requires depth_flag_6 first.
- set_depth_flag_o4: sets depth_flag_4 true, precondition false, requires depth_flag_3 first.
- set_dep_th_flag_5: sets depth_flag_5 true, precondition false, requires depth_flag_4 first.
- set_depth_flag_o6: sets depth_flag_6 true, precondition false, requires depth_flag_5 first.
- set_flag_0: sets flag_0 true, precondition false.
- set_dep-th_flag_0: sets depth_flag_0 true, precondition false, requires flag_0 first.
- set_dep_th_flag_2: sets depth_flag_2 true, precondition false, requires depth_flag_1 first.
- set_dep-th_flag_9: sets depth_flag_9 true, precondition false, requires depth_flag_8 first.
- set_dep-th_flag_3: sets depth_flag_3 true, precondition false, requires depth_flag_2 first.
- set_dep_th_flag_8: sets depth_flag_8 true, precondition false, requires depth_flag_7 first.
- set_dep_th_flag_1: sets depth_flag_1 true, precondition false, requires depth_flag_0 first.
So we have chains:
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
Let's verify each step mapping:
set_flag_0: flag_0 true (requires nothing else).
set_dep-th_flag_0: depth_flag_0 true, requires flag_0.
set_dep_th_flag_1: depth_flag_1 true, requires depth_flag_0.
set_dep_th_flag_2: depth_flag_2 true, requires depth_flag_1.
set_dep-th_flag_3: depth_flag_3 true, requires depth_flag_2.
set_depth_flag_o4: depth_flag_4 true, requires depth_flag_3.
set_dep_th_flag_5: depth_flag_5 true, requires depth_flag_4.
set_depth_flag_o6: depth_flag_6 true, requires depth_flag_5.
set_dep_th_flag_7: depth_flag_7 true, requires depth_flag_6.
set_dep_th_flag_8: depth_flag_8 true, requires depth_flag_7.
set_dep-th_flag_9: depth_flag_9 true, requires depth_flag_8.
set_dep-th_flag_10: depth_flag_10 true, requires depth_flag_9.
Thus indeed linear chain.
Now also need art_0 published. Artifact flow: initially absent. Need to build then publish.
Tools:
- build_art_0: builds artifact from absent to built. Precondition artifact absent.
- publish_art_o0: publishes artifact from built to published. Precondition artifact built.
Thus we need to run build_art_0 then publish_art_o0.
Additionally maybe other artifacts like db-migration but not needed.
Now services: We'll need to provision scheduler-0 (svc_0): advance_o0.
Then configure: advance_o1.
Then deploy: adva-nce_2.
Then health-check: adva-nce_3 after depth_flag_10 and artifact published.
Potentially we could also do things for reporting-1 but not needed.
Check if any other constraints: There might be duplicate flag names due to repeated listing but they refer to same entity IDs? They gave list of 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). Actually they listed many duplicates but essentially each depth_flag_i corresponds to some logical flag but we treat them as separate boolean flags per tool.
Our chain uses depth_flag_0 through depth_flag_10 exactly matching those definitions. Good.
We also need flag_0 (maintenance_window_open) to start chain.
Thus steps:
1. set_flag_0 (flag_0) - sets maintenance_window_open true.
2. set_dep-th_flag_0 (depth_flag_0) - sets feature_gate_on true? Actually depth_flag_0 is feature_gate_on per list.
3. set_dep_th_flag_1 (depth_flag_1) - backup_taken.
4. set_dep_th_flag_2 (depth_flag_2) - quota_raised.
5. set_dep-th_flag_3 (depth_flag_3) - maintenance_window_open (again but different instance).
6. set_depth_flag_o4 (depth_flag_4) - secrets_synced.
7. set_dep_th_flag_5 (depth_flag_5) - feature_gate_on.
8. set_depth_flag_o6 (depth_flag_6) - backup_taken.
9. set_dep_th_flag_7 (depth_flag_7) - quota_raised.
10. set_dep_th_flag_8 (depth_flag_8) - maintenance_window_open.
11. set_dep-th_flag_9 (depth_flag_9) - secrets_synced.
12. set_dep-th_flag_10 (depth_flag_10) - feature_gate_on.
After that depth_flag_10 true.
Parallel we can build/publish artifact.
But note that building artifact may be independent; we can do anytime as long as precondition satisfied (artifact absent initially). After building, artifact becomes built; after publishing becomes published.
We need artifact published before health-check.
Thus we can do build_art_0 then publish_art_o0 at any point before health-check.
Now service steps:
- advance_o0 (provision) for svc_0: precondition down (true initially).
- advance_o1 (configure) for svc_0: precondition provisioned.
- adva-nce_2 (deploy) for svc_0: precondition configured.
- adva-nce_3 (health-check) for svc_0: precondition deployed, depth_flag_10 true, art_0 published.
Thus final step health-check.
Now ensure we don't violate any precondition like trying to set a flag that's already true. We'll follow order.
We also need to ensure we don't call any tool that requires a flag that hasn't been set yet. For depth_flag chain we need to follow order.
Thus overall sequence:
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_dep_th_flag_2 (depth_flag_2)
5. set_dep-th_flag_3 (depth_flag_3)
6. set_depth_flag_o4 (depth_flag_4)
7. set_dep_th_flag_5 (depth_flag_5)
8. set_depth_flag_o6 (depth_flag_6)
9. set_dep_th_flag_7 (depth_flag_7)
10. set_dep_th_flag_8 (depth_flag_8)
11. set_dep-th_flag_9 (depth_flag_9)
12. set_dep-th_flag_10 (depth_flag_10)
Now artifact:
13. build_art_0 (artifact art_0)
14. publish_art_o0 (artifact art_0)
Service provisioning:
15. advance_o0 (service svc_0)
16. advance_o1 (service svc_0)
17. adva-nce_2 (service svc_0)
18. adva-nce_3 (service svc_0) // health-check
Total 18 steps, within limit 36.
Check preconditions:
- Initially flag_0 false -> set_flag_0 ok.
- depth_flag_0 false, requires flag_0 true now -> ok.
- depth_flag_1 false, requires depth_flag_0 true -> ok.
- depth_flag_2 false, requires depth_flag_1 true -> ok.
- depth_flag_3 false, requires depth_flag_2 true -> ok.
- depth_flag_4 false, requires depth_flag_3 true -> ok.
- depth_flag_5 false, requires depth_flag_4 true -> ok.
- depth_flag_6 false, requires depth_flag_5 true -> ok.
- depth_flag_7 false, requires depth_flag_6 true -> ok.
- depth_flag_8 false, requires depth_flag_7 true -> ok.
- depth_flag_9 false, requires depth_flag_8 true -> ok.
- depth_flag_10 false, requires depth_flag_9 true -> ok.
- art_0 absent initially -> build_art_0 ok (makes built).
- art_0 built after step13 -> publish_art_o0 ok (makes published).
- svc_0 down initially -> advance_o0 ok (makes provisioned).
- svc_0 provisioned after step15 -> advance_o1 ok (makes configured).
- svc_0 configured after step16 -> adva-nce_2 ok (makes deployed).
- svc_0 deployed after step17, depth_flag_10 true after step12, art_0 published after step14 -> adva-nce_3 ok (makes healthy).
All good.
Now output JSON array of objects with tool and args.
Tool IDs exactly as given in catalog:
- set_flag_0
- set_dep-th_flag_0
- set_dep_th_flag_1
- set_dep_th_flag_2
- set_dep-th_flag_3
- set_depth_flag_o4
- set_dep_th_flag_5
- set_depth_flag_o6
- set_dep_th_flag_7
- set_dep_th_flag_8
- set_dep-th_flag_9
- set_dep-th_flag_10
- build_art_0
- publish_art_o0
- advance_o0
- advance_o1
- adva-nce_2
- adva-nce_3
Note some IDs have hyphens and underscores; need to copy exactly.
Check each:
From list:
- set_flag_0 | name: set_flag | params: flag: flag
- set_dep-th_flag_0 | name: set_flag | params: flag: flag
- set_dep_th_flag_1 | name: set_flag | params: flag: flag
- set_dep_th_flag_2 | name: set_flag | params: flag: flag
- set_dep-th_flag_3 | name: set_flag | params: flag: flag
- set_depth_flag_o4 | name: set_flag | params: flag: flag
- set_dep_th_flag_5 | name: set_flag | params: flag: flag
- set_depth_flag_o6 | name: set_flag | params: flag: flag
- set_dep_th_flag_7 | name: set_flag | params: flag: flag
- set_dep_th_flag_8 | name: set_flag | params: flag: flag
- set_dep-th_flag_9 | name: set_flag | params: flag: flag
- set_dep-th_flag_10 | name: set_flag | params: flag: flag
- build_art_0 | name: build_artifact | params: artifact: artifact
- publish_art_o0 | name: publish_artifact | params: artifact: artifact
- advance_o0 | name: provision | params: service: service
- advance_o1 | name: configure | params: service: service
- adva-nce_2 | name: deploy | params: service: service
- adva-nce_3 | name: health-check | params: service: service
Yes.
Now construct JSON array.
Each element: {"tool": "<tool id>", "args": {"flag": "<entity id>"} or {"artifact": "<entity id>"} or {"service": "<entity id>"}}.
Entity IDs:
Flags: 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.
Artifacts: art_0.
Services: svc_0.
Thus:
Step1: {"tool": "set_flag_0", "args": {"flag": "flag_0"}}
Step2: {"tool": "set_dep-th_flag_0", "args": {"flag": "depth_flag_0"}}
Step3: {"tool": "set_dep_th_flag_1", "args": {"flag": "depth_flag_1"}}
Step4: {"tool": "set_dep_th_flag_2", "args": {"flag": "depth_flag_2"}}
Step5: {"tool": "set_dep-th_flag_3", "args": {"flag": "depth_flag_3"}}
Step6: {"tool": "set_depth_flag_o4", "args": {"flag": "depth_flag_4"}}
Step7: {"tool": "set_dep_th_flag_5", "args": {"flag": "depth_flag_5"}}
Step8: {"tool": "set_depth_flag_o6", "args": {"flag": "depth_flag_6"}}
Step9: {"tool": "set_dep_th_flag_7", "args": {"flag": "depth_flag_7"}}
Step10: {"tool": "set_dep_th_flag_8", "args": {"flag": "depth_flag_8"}}
Step11: {"tool": "set_dep-th_flag_9", "args": {"flag": "depth_flag_9"}}
Step12: {"tool": "set_dep-th_flag_10", "args": {"flag": "depth_flag_10"}}
Step13: {"tool": "build_art_0", "args": {"artifact": "art_0"}}
Step14: {"tool": "publish_art_o0", "args": {"artifact": "art_0"}}
Step15: {"tool": "advance_o0", "args": {"service": "svc_0"}}
Step16: {"tool": "advance_o1", "args": {"service": "svc_0"}}
Step17: {"tool": "adva-nce_2", "args": {"service": "svc_0"}}
Step18: {"tool": "adva-nce_3", "args": {"service": "svc_0"}}
Return as JSON array.
Make sure no extra whitespace? It's fine.
Now 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 |