Record b81faf8062f84bbcb74782e61d0f951f
ERRORVerdict and provenance first; raw prompt/response/reasoning below, collapsed.
✕ERRORlength
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": "advance_o0", "args": {"service": "svc_0"}},
{"tool": "adva_nce_1", "args": {"service": "svc_0"}},
{"tool": "advance_o2", "args": {"service": "svc_0"}},
{"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": "
Reasoning
Model reasoning
We need to produce a sequence of tool calls leading to gateway-0 healthy. Let's examine dependencies:
Goal: service 'gateway-0' (svc_0) must be at least 'healthy'.
To get healthy via health-check tool (adva_nce_3): requires service currently 'deployed', depth_flag_10 flag set, and art_0 artifact published.
Thus we need to bring svc_0 through states: down -> provisioned -> configured -> deployed -> healthy.
Provision: advance_o0 (provision) precondition: service down. So start with svc_0 down => can provision.
Configure: adva_nce_1 (configure) precondition: service provisioned.
Deploy: advance_o2 (deploy) precondition: service configured.
Health-check: adva_nce_3 precondition: service deployed, depth_flag_10 true, art_0 published.
So before health-check we need depth_flag_10 true and art_0 published.
Now let's see flags hierarchy: many depth_flag_x require previous ones etc.
List all flags:
- flag_0 (maintenance_window_open) - base? Actually there is also depth_flag_3 etc referencing same names but they have different IDs.
Given list includes duplicates due to naming confusion. We'll treat each as separate entity with given IDs.
Flag entities:
flag_0 = maintenance_window_open (depth_flag_3? actually duplicate later)
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? Not listed beyond 10.
But note some sets like set_depth_flag_o0 sets depth_flag_0 requiring flag_0 first.
Set_depth_flag_o10 sets depth_flag_10 requiring depth_flag_9 first.
Thus chain: To set depth_flag_10, need depth_flag_9 true. To set depth_flag_9, need depth_flag_8 true. Depth_flag_8 needs depth_flag_7 true. Depth_flag_7 needs depth_flag_6 true. Depth_flag_6 needs depth_flag_5 true. Depth_flag_5 needs depth_flag_4 true. Depth_flag_4 needs depth_flag_3 true. Depth_flag_3 needs depth_flag_2 true? Wait check: set_dep-th_flag_3 (id: set_dep-th_flag_3) sets depth_flag_3, precondition: requires depth_flag_2 flag first. Yes.
Depth_flag_2 set via set_dep_th_flag_2 requiring depth_flag_1 first.
Depth_flag_1 set via set_dep-th_flag_1 requiring depth_flag_0 first.
Depth_flag_0 set via set_depth_flag_o0 requiring 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 initial flags are off (false). So we need to set them sequentially using appropriate set_flag tools.
Let's map each set_flag tool to which flag it sets and its precondition requirement.
From list:
- set_-flag_0: sets flag_0 (maintenance_window_open). Precondition: flag_0 false. No other requirement.
- set_depth_flag_o0: sets depth_flag_0 (feature_gate_on). Precondition: depth_flag_0 false, requires flag_0 first.
- set_dep-th_flag_1: sets depth_flag_1 (backup_taken). Precondition: depth_flag_1 false, requires depth_flag_0 first.
- set_dep_th_flag_2: sets depth_flag_2 (quota_raised). Precondition: depth_flag_2 false, requires depth_flag_1 first.
- set_dep-th_flag_3: sets depth_flag_3 (maintenance_window_open). Precondition: depth_flag_3 false, requires depth_flag_2 first.
- set_dep_th_flag_4: sets depth_flag_4 (secrets_synced). Precondition: depth_flag_4 false, requires depth_flag_3 first.
- set_dep_th_flag_5: sets depth_flag_5 (feature_gate_on). Precondition: depth_flag_5 false, requires depth_flag_4 first.
- set_dep_th_flag_6: sets depth_flag_6 (backup_taken). Precondition: depth_flag_6 false, requires depth_flag_5 first.
- set_depth_flag_o7: sets depth_flag_7 (quota_raised). Precondition: depth_flag_7 false, requires depth_flag_6 first.
- set_dep_th_flag_8: sets depth_flag_8 (maintenance_window_open). Precondition: depth_flag_8 false, requires depth_flag_7 first.
- set_dep_th_flag_9: sets depth_flag_9 (secrets_synced). Precondition: depth_flag_9 false, requires depth_flag_8 first.
- set_depth_flag_o10: sets depth_flag_10 (feature_gate_on). Precondition: depth_flag_10 false, requires depth_flag_9 first.
Also there are duplicate set flags maybe mis-typed but fine.
Additionally we need to publish artifact art_0. Steps: art_0 initially absent. Need to build then publish.
Tools:
- build_art_o0: builds art_0 from absent to built. Precondition: artifact absent.
- publis_h_art_0: publishes art_0 from built to published. Precondition: artifact built.
Thus we need to run build then publish.
Now we also might need to consider scheduler-1? Not required for goal but could be used if needed but not necessary.
We should ensure we don't violate any preconditions inadvertently.
Plan steps:
1. Provision svc_0: advance_o0 (provision) with service svc_0.
2. Configure svc_0: adva_nce_1 (configure) service svc_0.
3. Deploy svc_0: advance_o2 (deploy) service svc_0.
But before health-check we need depth_flag_10 and art_0 published. Could do those earlier or after deploy but before health-check. Since health-check requires service deployed, we can do flag and artifact steps after deploy but before health-check.
Thus after deploy, we need to set flags chain up to depth_flag_10, and build/publish artifact.
Order of flag setting: start with flag_0, then depth_flag_0, etc.
Let's list tools with IDs exactly as given:
- set_-flag_0 (note: id: set_-flag_0) name: set_flag, param flag: flag.
- set_depth_flag_o0 (id: set_depth_flag_o0) name: set_flag, param flag: flag.
- set_dep-th_flag_1 (id: set_dep-th_flag_1) name: set_flag, param flag: flag.
- set_dep_th_flag_2 (id: set_dep_th_flag_2) name: set_flag, param flag: flag.
- set_dep-th_flag_3 (id: set_dep-th_flag_3) name: set_flag, param flag: flag.
- set_dep_th_flag_4 (id: set_dep_th_flag_4) name: set_flag, param flag: flag.
- set_dep_th_flag_5 (id: set_dep_th_flag_5) name: set_flag, param flag: flag.
- set_dep_th_flag_6 (id: set_dep_th_flag_6) name: set_flag, param flag: flag.
- set_depth_flag_o7 (id: set_depth_flag_o7) name: set_flag, param flag: flag.
- set_dep_th_flag_8 (id: set_dep_th_flag_8) name: set_flag, param flag: flag.
- set_dep_th_flag_9 (id: set_dep_th_flag_9) name: set_flag, param flag: flag.
- set_depth_flag_o10 (id: set_depth_flag_o10) name: set_flag, param flag: flag.
Check spelling: Some have underscores and hyphens. We'll copy exactly.
Now artifact tools:
- build_art_o0 (id: build_art_o0) name: build_artifact, param artifact: artifact.
- publis_h_art_0 (id: publis_h_art_0) name: publish_artifact, param artifact: artifact.
Now health-check:
- adva_nce_3 (id: adva_nce_3) name: health-check, param service: service.
Now provision/configure/deploy:
- advance_o0 (id: advance_o0) name: provision, param service: service.
- adva_nce_1 (id: adva_nce_1) name: configure, param service: service.
- advance_o2 (id: advance_o2) name: deploy, param service: service.
Now we need to decide ordering.
Potential issues: Some flag-setting tools may have naming like set_dep-th_flag_1 (with hyphen after dep). We'll need to use exact ID.
Let's draft sequence:
1. advance_o0 provision svc_0
2. adva_nce_1 configure svc_0
3. advance_o2 deploy svc_0
4. set_-flag_0 flag flag_0
5. set_depth_flag_o0 flag depth_flag_0
6. set_dep-th_flag_1 flag depth_flag_1
7. set_dep_th_flag_2 flag depth_flag_2
8. set_dep-th_flag_3 flag depth_flag_3
9. set_dep_th_flag_4 flag depth_flag_4
10. set_dep_th_flag_5 flag depth_flag_5
11. set_dep_th_flag_6 flag depth_flag_6
12. set_depth_flag_o7 flag depth_flag_7
13. set_dep_th_flag_8 flag depth_flag_8
14. set_dep_th_flag_9 flag depth_flag_9
15. set_depth_flag_o10 flag depth_flag_10
16. build_art_o0 artifact art_0
17. publis_h_art_0 artifact art_0
18. adva_nce_3 health-check service svc_0
That's 18 calls.
Check preconditions:
- After step 3, svc_0 is deployed. Good.
- Flags: Initially all false. Step4 sets flag_0 true (precondition flag_0 false ok). No other requirement.
Step5 sets depth_flag_0 requiring flag_0 true (now true). OK.
Step6 sets depth_flag_1 requiring depth_flag_0 true (now true). OK.
Step7 sets depth_flag_2 requiring depth_flag_1 true. OK.
Step8 sets depth_flag_3 requiring depth_flag_2 true. OK.
Step9 sets depth_flag_4 requiring depth_flag_3 true. OK.
Step10 sets depth_flag_5 requiring depth_flag_4 true. OK.
Step11 sets depth_flag_6 requiring depth_flag_5 true. OK.
Step12 sets depth_flag_7 requiring depth_flag_6 true. OK.
Step13 sets depth_flag_8 requiring depth_flag_7 true. OK.
Step14 sets depth_flag_9 requiring depth_flag_8 true. OK.
Step15 sets depth_flag_10 requiring depth_flag_9 true. OK.
Now artifact: Initially absent. Step16 builds art_0 (precondition absent). OK.
Step17 publishes art_0 (precondition built). OK.
Step18 health-check: requires service deployed (true), depth_flag_10 true (set), art_0 published (true). All satisfied.
Thus goal achieved.
We should also ensure we didn't accidentally violate any other precondition like maybe some tools require other flags not needed. They don't.
Thus final JSON array.
Need to output only JSON array, each element: {"tool": "<tool id>", "args": {"<param>": "<entity id>"}}.
Make sure to use exact IDs as given.
Let's list them precisely:
- advance_o0
- adva_nce_1
- advance_o2
- set_-flag_0
- set_depth_flag_o0
- set_dep-th_flag_1
- set_dep_th_flag_2
- set_dep-th_flag_3
- set_dep_th_flag_4
- set_dep_th_flag_5
- set_dep_th_flag_6
- set_depth_flag_o7
- set_dep_th_flag_8
- set_dep_th_flag_9
- set_depth_flag_o10
- build_art_o0
- publis_h_art_0
- adva_nce_3
Check for any stray spaces/hyphens: The IDs contain hyphens and underscores exactly as in catalog.
Let's verify each:
From catalog:
- id: advance_o0 | name: provision
- id: adva_nce_1 | name: configure
- id: advance_o2 | name: deploy
- id: set_-flag_0 | name: set_flag
- id: set_depth_flag_o0 | name: set_flag
- id: set_dep-th_flag_1 | name: set_flag
- id: set_dep_th_flag_2 | name: set_flag
- id: set_dep-th_flag_3 | name: set_flag
- id: set_dep_th_flag_4 | name: set_flag
- id: set_dep_th_flag_5 | name: set_flag
- id: set_dep_th_flag_6 | name: set_flag
- id: set_depth_flag_o7 | name: set_flag
- id: set_dep_th_flag_8 | name: set_flag
- id: set_dep_th_flag_9 | name: set_flag
- id: set_depth_flag_o10 | name: set_flag
- id: build_art_o0 | name: build_artifact
- id: publis_h_art_0 | name: publish_artifact
- id: adva_nce_3 | name: health-check
Yes.
Now construct JSON.
Note: For set_flag tools, param is "flag": "<flag entity id>". The flag IDs are as given: flag_0, depth_flag_0, depth_flag_1, etc.
Thus:
{"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_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": "adva_nce_3", "args": {"service": "svc_0"}}
Return as JSON array.
Check count: 18 <=36.
Thus final answer.
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 |
| 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 |