Record 8698ff197ae34d41878000d0eddd5e32
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).
- gateway-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.
- 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.
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 (gateway-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), depth_flag_11 (backup_taken), depth_flag_12 (quota_raised), depth_flag_13 (maintenance_window_open), depth_flag_14 (secrets_synced), depth_flag_15 (feature_gate_on), depth_flag_16 (backup_taken)
TOOL CATALOG:
- 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: 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: 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_15 | name: set_flag | params: flag: flag
Set the depth_flag_15 flag to true. Precondition: it must currently be false. Requires the depth_flag_14 flag first.
- id: set_depth_flag_o1 | 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_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_16 flag to be set. Requires the art_0 artifact to be published.
- 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: 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_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_depth_flag_o13 | name: set_flag | params: flag: flag
Set the depth_flag_13 flag to true. Precondition: it must currently be false. Requires the depth_flag_12 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: set_-flag_0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- 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_dep-th_flag_11 | name: set_flag | params: flag: flag
Set the depth_flag_11 flag to true. Precondition: it must currently be false. Requires the depth_flag_10 flag first.
- 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: set_dep_th_flag_14 | name: set_flag | params: flag: flag
Set the depth_flag_14 flag to true. Precondition: it must currently be false. Requires the depth_flag_13 flag first.
- id: adva-nce_0 | 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: 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_dep_th_flag_12 | name: set_flag | params: flag: flag
Set the depth_flag_12 flag to true. Precondition: it must currently be false. Requires the depth_flag_11 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_16 | name: set_flag | params: flag: flag
Set the depth_flag_16 flag to true. Precondition: it must currently be false. Requires the depth_flag_15 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_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.
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 48 tool calls.
Response
[
{"tool": "set_-flag_0", "args": {"flag": "flag_0"}},
{"tool": "set_depth_flag_o0", "args": {"flag": "depth_flag_0"}},
{"tool": "set_depth_flag_o1", "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": "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_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_depth_flag_o10", "args": {"flag": "depth_flag_10"}},
{"tool": "set_dep-th_flag_11", "args": {"flag": "depth_flag_11"}},
{"tool": "set_dep_th_flag_12", "args": {"flag": "depth_flag_12"}},
{"tool": "set_depth_flag_o13", "args": {"flag": "depth_flag_13"}},
{"tool": "set_dep_th_flag_14", "args": {"flag": "depth_flag_14"}},
{"tool": "set_dep_th_flag_15", "args": {"flag": "depth_flag_15"}},
{"tool": "set_dep_th_flag_16", "args": {"flag": "depth_flag_16"}},
{"tool": "build-_art_0", "args": {"artifact": "art_0"}},
{"tool": "publish_art_o0", "args": {"artifact": "art_0"}},
{"tool": "adva-nce_0", "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 scheduler-0 being healthy.
Goal: service 'scheduler-0' must reach at least the 'healthy' state.
Current state: scheduler-0 is down (svc_0). Need to go through states: down -> provisioned -> configured -> deployed -> healthy.
Provision requires service down. So we can run adva-nce_0 with service=svc_0.
Configure after provisioned: adva-nce_1 with service=svc_0.
Deploy after configured: adva_nce_2 with service=svc_0.
Health-check after deployed: advance_o3 with service=svc_0, but this has precondition: service must be deployed, also requires depth_flag_16 flag to be set, and requires art_0 artifact to be published.
Thus before health-check we need:
- depth_flag_16 = true.
- art_0 published.
Also note there are many flags duplicates etc. We'll need to satisfy dependencies for setting depth_flag_16.
Let's examine flag hierarchy.
Depth flags naming seems weird: they have depth_flag_0 .. depth_flag_16? Actually list includes depth_flag_0 up to depth_flag_16 plus some others like flag_0 etc.
But each set_flag tool sets a specific depth_flag_i to true, requiring previous flag(s) as per description.
List of set_flag entries:
- set_dep-th_flag_7 : set depth_flag_7 true, precondition: currently false, requires depth_flag_6 first.
- set_dep_th_flag_15 : set depth_flag_15 true, requires depth_flag_14 first.
- set_depth_flag_o1 : set depth_flag_1 true, requires depth_flag_0 first.
- set_depth_flag_o0 : set depth_flag_0 true, requires flag_0 first.
- set_dep-th_flag_9 : set depth_flag_9 true, requires depth_flag_8 first.
- set_depth_flag_o13 : set depth_flag_13 true, requires depth_flag_12 first.
- set_-flag_0 : set flag_0 true, precondition: currently false. No requirement listed.
- set_dep-th_flag_11 : set depth_flag_11 true, requires depth_flag_10 first.
- set_depth_flag_o2 : set depth_flag_2 true, requires depth_flag_1 first.
- set_dep_th_flag_14 : set depth_flag_14 true, requires depth_flag_13 first.
- set_dep_th_flag_6 : set depth_flag_6 true, requires depth_flag_5 first.
- set_dep_th_flag_12 : set depth_flag_12 true, requires depth_flag_11 first.
- set_dep-th_flag_8 : set depth_flag_8 true, requires depth_flag_7 first.
- set_dep-th_flag_5 : set depth_flag_5 true, requires depth_flag_4 first.
- set_dep_th_flag_4 : set depth_flag_4 true, requires depth_flag_3 first.
- set_dep_th_flag_16 : set depth_flag_16 true, requires depth_flag_15 first.
- set_dep-th_flag_3 : set depth_flag_3 true, requires depth_flag_2 first.
- set_depth_flag_o10 : set depth_flag_10 true, requires depth_flag_9 first.
Additionally there might be other set_flag entries missing? Let's see all lines:
From catalog:
- set_dep-th_flag_7
- adva_nce_2
- build-_art_0
- set_dep_th_flag_15
- set_depth_flag_o1
- advance_o3
- set_depth_flag_o0
- dec_oy_0
- set_dep-th_flag_9
- set_depth_flag_o13
- decoy_o1
- set_-flag_0
- publish_art_o0
- set_dep-th_flag_11
- set_depth_flag_o2
- set_dep_th_flag_14
- adva-nce_0
- adva-nce_1
- set_dep_th_flag_6
- set_dep_th_flag_12
- set_dep-th_flag_8
- set_dep-th_flag_5
- set_dep_th_flag_4
- set_dep_th_flag_16
- set_dep-th_flag_3
- set_depth_flag_o10
That covers all needed.
Now initial state: All flags are off (false). Specifically flag_0 (maintenance_window_open) is off. Also depth_flag_0..depth_flag_16 presumably off.
Thus to get depth_flag_16 true we need 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 -> depth_flag_11 -> depth_flag_12 -> depth_flag_13 -> depth_flag_14 -> depth_flag_15 -> depth_flag_16
Check if each step matches available set_flag tools.
We have:
set_-flag_0: sets flag_0 true (no prereq).
set_depth_flag_o0: sets depth_flag_0 true, requires flag_0.
set_depth_flag_o1: sets depth_flag_1 true, requires depth_flag_0.
set_depth_flag_o2: sets depth_flag_2 true, requires depth_flag_1.
set_dep-th_flag_3: sets depth_flag_3 true, requires depth_flag_2.
set_dep_th_flag_4: sets depth_flag_4 true, requires depth_flag_3.
set_dep-th_flag_5: sets depth_flag_5 true, requires depth_flag_4.
set_dep_th_flag_6: sets depth_flag_6 true, requires depth_flag_5.
set_dep-th_flag_7: sets depth_flag_7 true, requires depth_flag_6.
set_dep-th_flag_8: sets depth_flag_8 true, requires depth_flag_7.
set_dep-th_flag_9: sets depth_flag_9 true, requires depth_flag_8.
set_depth_flag_o10: sets depth_flag_10 true, requires depth_flag_9.
set_dep-th_flag_11: sets depth_flag_11 true, requires depth_flag_10.
set_dep_th_flag_12: sets depth_flag_12 true, requires depth_flag_11.
set_depth_flag_o13: sets depth_flag_13 true, requires depth_flag_12.
set_dep_th_flag_14: sets depth_flag_14 true, requires depth_flag_13.
set_dep_th_flag_15: sets depth_flag_15 true, requires depth_flag_14.
set_dep_th_flag_16: sets depth_flag_16 true, requires depth_flag_15.
Great! This forms a linear chain exactly matching our needed steps.
Thus we need to execute those set_flag calls in order.
After that we need art_0 published.
Artifact flow: initially absent. Need to build then publish.
Tools:
build-_art_0: builds art_0 from absent to built. Precondition: artifact absent.
publish_art_o0: publishes art_0 from built to published. Precondition: artifact built.
Thus we need to call build-_art_0 then publish_art_o0.
Now schedule: we could do artifact building anytime before health-check; doesn't depend on flags.
Now services: we need to provision, configure, deploy scheduler-0.
Provision: adva-nce_0 service=svc_0 (requires down). After that service becomes provisioned.
Configure: adva-nce_1 service=svc_0 (requires provisioned).
Deploy: adva_nce_2 service=svc_0 (requires configured).
Health-check: advance_o3 service=svc_0 (requires deployed, depth_flag_16 true, art_0 published).
Thus final sequence:
1. set_-flag_0 (flag_0)
2. set_depth_flag_o0 (depth_flag_0)
3. set_depth_flag_o1 (depth_flag_1)
4. set_depth_flag_o2 (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_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_depth_flag_o10 (depth_flag_10)
13. set_dep-th_flag_11 (depth_flag_11)
14. set_dep_th_flag_12 (depth_flag_12)
15. set_depth_flag_o13 (depth_flag_13)
16. set_dep_th_flag_14 (depth_flag_14)
17. set_dep_th_flag_15 (depth_flag_15)
18. set_dep_th_flag_16 (depth_flag_16)
Now artifact:
19. build-_art_0
20. publish_art_o0
Now service steps:
21. adva-nce_0 (provision svc_0)
22. adva-nce_1 (configure svc_0)
23. adva_nce_2 (deploy svc_0)
24. advance_o3 (health-check svc_0)
Total 24 calls (<48). Ensure ordering respects preconditions: For each set_flag we need previous flag true. Since we set them sequentially, ok.
For artifact: build then publish.
For service: provision then configure then deploy then health-check. At health-check we need depth_flag_16 true (we set at step 18) and art_0 published (step 20). Good.
Now check that any tool requires other flags besides those we considered? The health-check tool advance_o3 requires depth_flag_16 flag to be set and art_0 artifact to be published. That's satisfied.
No other hidden preconditions.
Thus output JSON array of objects with tool and args.
Need to use exact entity IDs: services: svc_0, svc_1. Artifacts: art_0, art_1. Flags: flag_0 etc. Depth flags: depth_flag_0... depth_flag_16 as given.
In tool definitions, the param is named "flag": flag. So we pass {"flag": "depth_flag_0"} etc. Similarly for service: {"service": "svc_0"}. For artifact: {"artifact": "art_0"}.
Make sure tool IDs exactly as given.
List them:
- set_-flag_0
- set_depth_flag_o0
- set_depth_flag_o1
- set_depth_flag_o2
- set_dep-th_flag_3
- set_dep_th_flag_4
- set_dep-th_flag_5
- set_dep_th_flag_6
- set_dep-th_flag_7
- set_dep-th_flag_8
- set_dep-th_flag_9
- set_depth_flag_o10
- set_dep-th_flag_11
- set_dep_th_flag_12
- set_depth_flag_o13
- set_dep_th_flag_14
- set_dep_th_flag_15
- set_dep_th_flag_16
- build-_art_0
- publish_art_o0
- adva-nce_0
- adva-nce_1
- adva_nce_2
- advance_o3
Note hyphen vs underscore variations: need to copy exactly.
Check each tool ID spelling from catalog:
- set_-flag_0 (yes)
- set_depth_flag_o0 (yes)
- set_depth_flag_o1 (yes)
- set_depth_flag_o2 (yes)
- set_dep-th_flag_3 (yes)
- set_dep_th_flag_4 (yes)
- set_dep-th_flag_5 (yes)
- set_dep_th_flag_6 (yes)
- set_dep-th_flag_7 (yes)
- set_dep-th_flag_8 (yes)
- set_dep-th_flag_9 (yes)
- set_depth_flag_o10 (yes)
- set_dep-th_flag_11 (yes)
- set_dep_th_flag_12 (yes)
- set_depth_flag_o13 (yes)
- set_dep_th_flag_14 (yes)
- set_dep_th_flag_15 (yes)
- set_dep_th_flag_16 (yes)
- build-_art_0 (yes)
- publish_art_o0 (yes)
- adva-nce_0 (yes)
- adva-nce_1 (yes)
- adva_nce_2 (yes)
- advance_o3 (yes)
Now produce JSON array.
Make sure no extra whitespace? It's fine.
Let's craft.
Realized dims
| dim | value |
|---|---|
| catalog_size | 26.0 |
| chain_length | 20.0 |
| 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 | 24.0 |
| 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 | 21.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |