Record 30a362093cf649daafb2e71344fc488b
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:
- ledger-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 'ledger-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (ledger-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_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_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_o8 | 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: 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: 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_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: 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: 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_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_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_flag_0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- 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_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: 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: 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: 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_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: 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: 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_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.
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_depth_flag_o5","args":{"flag":"depth_flag_5"}},
{"tool":"set_de
Reasoning
Model reasoning
We need to produce a sequence of tool calls leading to service ledger-0 reaching healthy state.
Goal: service 'ledger-0' must reach at least the 'healthy' state.
Current state: ledger-0 is down (svc_0). Also many flags off etc.
We have services: svc_0 (ledger-0) and svc_1 (auth-api-1). We only need ledger-0 healthy.
To get a service to healthy we need:
Provision -> configured -> deployed -> healthy.
Tools:
- adva-nce_0 (name: provision): moves service from 'down' to 'provisioned'. Precondition: service must be 'down'.
- adva-nce_1 (name: configure): moves from 'provisioned' to 'configured'. Precondition: service must be 'provisioned'.
- advance_o2 (name: deploy): moves from 'configured' to 'deployed'. Precondition: service must be 'configured'.
- adva_nce_3 (name: health-check): moves from 'deployed' to 'healthy'. Precondition: service must be 'deployed', requires depth_flag_10 flag set, requires art_0 artifact published.
Thus before health-check we need depth_flag_10 true, and art_0 published.
Also we need to ensure other prerequisites? Not needed.
Now let's see how to set depth_flag_10.
Depth flags chain: There are multiple sets with dependencies.
List all set_flag tools:
- set_dep-th_flag_1: set depth_flag_1 true, precondition false, requires depth_flag_0 first.
- set_depth_flag_o5: set depth_flag_5 true, precondition false, requires depth_flag_4 first.
- set_depth_flag_o8: set depth_flag_8 true, precondition false, requires depth_flag_7 first.
- set_dep-th_flag_3: set depth_flag_3 true, precondition false, requires depth_flag_2 first.
- set_dep-th_flag_7: set depth_flag_7 true, precondition false, requires depth_flag_6 first.
- set_flag_0: set flag_0 true, precondition false (no deps).
- set_depth_flag_o10: set depth_flag_10 true, precondition false, requires depth_flag_9 first.
- set_depth_flag_o0: set depth_flag_0 true, precondition false, requires flag_0 first.
- set_depth_flag_o9: set depth_flag_9 true, precondition false, requires depth_flag_8 first.
- set_dep-th_flag_6: set depth_flag_6 true, precondition false, requires depth_flag_5 first.
- set_dep_th_flag_2: set depth_flag_2 true, precondition false, requires depth_flag_1 first.
- set_dep-th_flag_4: set depth_flag_4 true, precondition false, requires depth_flag_3 first.
So there is a hierarchy: To set depth_flag_10 we need depth_flag_9; to set depth_flag_9 need depth_flag_8; to set depth_flag_8 need depth_flag_7; to set depth_flag_7 need depth_flag_6; to set depth_flag_6 need depth_flag_5; to set depth_flag_5 need depth_flag_4; to set depth_flag_4 need depth_flag_3; to set depth_flag_3 need depth_flag_2; to set depth_flag_2 need depth_flag_1; to set depth_flag_1 need depth_flag_0; to set depth_flag_0 need flag_0.
Additionally there might be alternative paths but this seems linear.
Thus we need to start by setting flag_0 via set_flag_0, then depth_flag_0 via set_depth_flag_o0, then depth_flag_1 via set_dep-th_flag_1, then depth_flag_2 via set_dep_th_flag_2, then depth_flag_3 via set_dep-th_flag_3, then depth_flag_4 via set_dep-th_flag_4, then depth_flag_5 via set_depth_flag_o5, then depth_flag_6 via set_dep-th_flag_6, then depth_flag_7 via set_dep-th_flag_7, then depth_flag_8 via set_depth_flag_o8, then depth_flag_9 via set_depth_flag_o9, then depth_flag_10 via set_depth_flag_o10.
Check each step's preconditions: they require previous flag already set.
All those flags initially off/false.
Now also need art_0 published. Artifact states: release-image artifact does not exist yet (i.e., absent). Need to build then publish.
Tools:
- build_art_o0: builds art_0 from absent to built. Precondition: artifact must be absent.
- publis-h_art_0: publishes art_0 from built to published. Precondition: artifact must be built.
Thus we need to run build_art_o0 then publis-h_art_0.
Note: There's also art_1 (db-migration) but not needed.
Now after building/publishing artifact, we can do health-check.
But note: health-check also requires depth_flag_10 set AND art_0 published. So we should set depth flags before publishing maybe doesn't matter as long as both satisfied when health-check called.
Sequence overall:
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_depth_flag_o5 (depth_flag_5)
8. set_dep-th_flag_6 (depth_flag_6)
9. set_dep-th_flag_7 (depth_flag_7)
10. set_depth_flag_o8 (depth_flag_8)
11. set_depth_flag_o9 (depth_flag_9)
12. set_depth_flag_o10 (depth_flag_10)
Then provision ledger-0:
13. adva-nce_0 (provision svc_0)
14. adva-nce_1 (configure svc_0)
15. advance_o2 (deploy svc_0)
Before health-check we need artifact built/published. Could do earlier.
Let's insert artifact steps after depth flags maybe before provisioning? Order doesn't matter as long as preconditions satisfied.
We'll do:
After depth flags done, then:
16. build_art_o0 (artifact art_0)
17. publis-h_art_0 (artifact art_0)
Now health-check:
18. adva_nce_3 (health-check svc_0)
That should achieve healthy.
Check preconditions:
- For provision: svc_0 down initially => ok.
- For configure: after provision, svc_0 provisioned => ok.
- For deploy: after configure, svc_0 configured => ok.
- For health-check: after deploy, svc_0 deployed => ok. Need depth_flag_10 true (we set). Need art_0 published (we built/published). Good.
Potential conflict: Are there any other flags interfering? No.
Make sure we didn't miss any duplicate flag names: there are multiple depth_flag_X with same names? They appear duplicated like depth_flag_0 appears multiple times as flag_0? Actually there is flag_0 (maintenance_window_open) and depth_flag_0 (feature_gate_on) etc. But we treat them as separate entities with given IDs. The tool names refer to setting specific flag entity IDs. Eg set_flag_0 sets flag_0 (maintenance_window_open). set_depth_flag_o0 sets depth_flag_0 (feature_gate_on). So chain is correct.
Double-check mapping:
- flag_0: maintenance_window_open
- depth_flag_0: feature_gate_on
- depth_flag_1: ??? maybe something else but irrelevant.
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.
Yes.
Now check each tool's exact ID strings as given in catalog:
- set_flag_0: id: set_flag_0 | name: set_flag | params: flag: flag
- set_depth_flag_o0: id: set_depth_flag_o0 | name: set_flag | params: flag: flag
- set_dep-th_flag_1: id: set_dep-th_flag_1 | name: set_flag | params: flag: flag
- set_dep_th_flag_2: id: set_dep_th_flag_2 | name: set_flag | params: flag: flag
- set_dep-th_flag_3: id: set_dep-th_flag_3 | name: set_flag | params: flag: flag
- set_dep-th_flag_4: id: set_dep-th_flag_4 | name: set_flag | params: flag: flag
- set_depth_flag_o5: id: set_depth_flag_o5 | name: set_flag | params: flag: flag
- set_dep-th_flag_6: id: set_dep-th_flag_6 | name: set_flag | params: flag: flag
- set_dep-th_flag_7: id: set_dep-th_flag_7 | name: set_flag | params: flag: flag
- set_depth_flag_o8: id: set_depth_flag_o8 | name: set_flag | params: flag: flag
- set_depth_flag_o9: id: set_depth_flag_o9 | name: set_flag | params: flag: flag
- set_depth_flag_o10: id: set_depth_flag_o10 | name: set_flag | params: flag: flag
- adva-nce_0: id: adva-nce_0 | name: provision | params: service: service
- adva-nce_1: id: adva-nce_1 | name: configure | params: service: service
- advance_o2: id: advance_o2 | name: deploy | params: service: service
- adva_nce_3: id: adva_nce_3 | name: health-check | params: service: service
- build_art_o0: id: build_art_o0 | name: build_artifact | params: artifact: artifact
- publis-h_art_0: id: publis-h_art_0 | name: publish_artifact | params: artifact: artifact
Now verify each tool's precondition about artifact state: build_art_o0 requires artifact absent. Initially release-image artifact does not exist yet => absent. Good.
publish_artifact requires artifact built. After build, it's built. Good.
Now double-check that we haven't missed any other needed flags like maintenance_window_open etc. Not required for health-check.
Thus final sequence length 18 calls.
We must output JSON array of objects with tool and args.
Args: For set_flag tools, param "flag": flag entity ID. Which entity ID to use? According to list: 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? Wait they gave up to depth_flag_10. Actually they listed depth_flag_0 through depth_flag_10. Let's map:
Given list:
- 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? Not listed. They stopped at depth_flag_10.
Thus our chain uses flag_0, depth_flag_0, depth_flag_1,... depth_flag_10. That matches.
Thus for set_flag_0 we pass flag: "flag_0". For set_depth_flag_o0 flag: "depth_flag_0". For set_dep-th_flag_1 flag: "depth_flag_1". etc.
Check naming of tools: set_dep-th_flag_1 includes a hyphen? The ID is exactly "set_dep-th_flag_1". We'll use that.
Similarly set_dep_th_flag_2 (note underscore after dep?). ID: "set_dep_th_flag_2". We'll use that.
Set_dep-th_flag_3: "set_dep-th_flag_3".
Set_dep-th_flag_4: "set_dep-th_flag_4".
Set_depth_flag_o5: "set_depth_flag_o5".
Set_dep-th_flag_6: "set_dep-th_flag_6".
Set_dep-th_flag_7: "set_dep-th_flag_7".
Set_depth_flag_o8: "set_depth_flag_o8".
Set_depth_flag_o9: "set_depth_flag_o9".
Set_depth_flag_o10: "set_depth_flag_o10".
Provision: "adva-nce_0". Configure: "adva-nce_1". Deploy: "advance_o2". Health-check: "adva_nce_3". Build: "build_art_o0". Publish: "publis-h_art_0".
Now produce JSON array.
Order as described.
Let's write:
[
{"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_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_depth_flag_o8","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":"adva-nce_0","args":{"service":"svc_0"}},
{"tool":"adva-nce_1","args":{"service":"svc_0"}},
{"tool":"advance_o2","args":{"service":"svc_0"}},
{"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"}}
]
Check count: 18.
Now ensure that each tool's precondition is satisfied at its point.
- After set_flag_0, flag_0 true.
- set_depth_flag_o0 requires flag_0 true (yes) and depth_flag_0 false (yes).
- set_dep-th_flag_1 requires depth_flag_0 true (yes) and depth_flag_1 false.
- set_dep_th_flag_2 requires depth_flag_1 true (yes) and depth_flag_2 false.
- set_dep-th_flag_3 requires depth_flag_2 true (yes) and depth_flag_3 false.
- set_dep-th_flag_4 requires depth_flag_3 true (yes) and depth_flag_4 false.
- set_depth_flag_o5 requires depth_flag_4 true (yes) and depth_flag_5 false.
- set_dep-th_flag_6 requires depth_flag_5 true (yes) and depth_flag_6 false.
- set_dep-th_flag_7 requires depth_flag_6 true (yes) and depth_flag_7 false.
- set_depth_flag_o8 requires depth_flag_7 true (yes) and depth_flag_8 false.
- set_depth_flag_o9 requires depth_flag_8 true (yes) and depth_flag_9 false.
- set_depth_flag_o10 requires depth_flag_9 true (yes) and depth_flag_10 false.
Now after that depth_flag_10 true.
Provision: svc_0 down -> provisioned.
Configure: svc_0 provisioned -> configured.
Deploy: svc_0 configured -> deployed.
Build artifact: art_0 absent -> built.
Publish artifact: art_0 built -> published.
Health-check: svc_0 deployed -> healthy, requires depth_flag_10 true (yes) and art_0 published (yes).
All good.
Thus 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 |