Record 884667338f8e462d955892adbefa1e8e
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).
- 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 '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 (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: set_depth_flag_o3 | 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: decoy_o0 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (Has no effect on deployment state.)
- 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_2 | 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_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_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_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: advance_o1 | name: configure | params: service: service
Configure a service, moving it from 'provisioned' to 'configured'. Precondition: the service must currently be 'provisioned'.
- 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_o0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- 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: 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_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_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: 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: 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_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_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_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: 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.
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": "adva_nce_0", "args": {"service": "svc_0"}},
{"tool": "advance_o1", "args": {"service": "svc_0"}},
{"tool": "adva-nce_2", "args": {"service": "svc_0"}},
{"tool": "set_flag_o0", "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_depth_flag_o3", "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_o0", "args": {"artifact": "art_0"}},
{"tool": "publish_art_o0", "args": {"artifact": "art_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 being healthy.
Goal: service 'scheduler-0' must reach at least the 'healthy' state.
Current state: both services down. No artifacts built/published. All flags off.
We have many duplicate entries due to repeated lines but we can ignore duplicates.
Key steps:
Provision service -> configured -> deployed -> health-check.
But there are dependencies: health-check requires depth_flag_10 set and artifact art_0 published.
Thus before health-check we need to:
- Provision scheduler-0 (svc_0) using adva_nce_0? Actually tool names: "adva_nce_0" with name: provision. So tool id "adva_nce_0". Parameter service: svc_0.
Then configure: "advance_o1"? Wait list includes "advance_o1" name: configure. Tool id "advance_o1".
Deploy: "adva-nce_2" name: deploy. Note hyphen after adva? It's "adva-nce_2". Use exactly as given.
Health-check: "adva-nce_3" name: health-check. Tool id "adva-nce_3". Parameters service: svc_0. Also requires depth_flag_10 set and art_0 published.
Now we need to get depth_flag_10 set. Depth flags chain: There are multiple sets: depth_flag_0 through depth_flag_10 each requiring previous ones etc.
Let's examine each set_flag tool:
List them:
- set_depth_flag_o3: set_flag param flag: ??? Probably refers to depth_flag_3? Name says set_flag, description: Set the depth_flag_3 flag to true. Precondition: it must currently be false. Requires the depth_flag_2 flag first.
So this tool sets depth_flag_3, needs depth_flag_2 already true.
- set_dep-th_flag_5: set depth_flag_5 true, requires depth_flag_4 first.
- set_dep-th_flag_0: set depth_flag_0 true, requires flag_0 first.
- set_dep-th_flag_1: set depth_flag_1 true, requires depth_flag_0 first.
- set_flag_o0: set flag_0 true, precondition false.
- set_dep_th_flag_7: set depth_flag_7 true, requires depth_flag_6 first.
- set_dep_th_flag_10: set depth_flag_10 true, requires depth_flag_9 first.
- set_depth_flag_o6: set depth_flag_6 true, requires depth_flag_5 first.
- set_depth_flag_o4: set depth_flag_4 true, requires depth_flag_3 first.
- set_dep_th_flag_9: set depth_flag_9 true, requires depth_flag_8 first.
- set_dep-th_flag_8: set depth_flag_8 true, requires depth_flag_7 first.
- set_dep_th_flag_2: set depth_flag_2 true, requires depth_flag_1 first.
Also note some other similar like set_dep_th_flag_... maybe more.
Thus to get depth_flag_10 true we need chain up from flag_0 perhaps.
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.
Check if each step matches available tools:
flag_0: set_flag_o0 sets flag_0 (no prereq).
depth_flag_0: set_dep-th_flag_0 sets depth_flag_0, requires flag_0.
depth_flag_1: set_dep-th_flag_1 sets depth_flag_1, requires depth_flag_0.
depth_flag_2: set_dep_th_flag_2 sets depth_flag_2, requires depth_flag_1.
depth_flag_3: set_depth_flag_o3 sets depth_flag_3, requires depth_flag_2.
depth_flag_4: set_depth_flag_o4 sets depth_flag_4, requires depth_flag_3.
depth_flag_5: set_dep-th_flag_5 sets depth_flag_5, requires depth_flag_4.
depth_flag_6: set_depth_flag_o6 sets depth_flag_6, requires depth_flag_5.
depth_flag_7: set_dep_th_flag_7 sets depth_flag_7, requires depth_flag_6.
depth_flag_8: set_dep-th_flag_8 sets depth_flag_8, requires depth_flag_7.
depth_flag_9: set_dep_th_flag_9 sets depth_flag_9, requires depth_flag_8.
depth_flag_10: set_dep_th_flag_10 sets depth_flag_10, requires depth_flag_9.
All present.
Thus we need to set those flags sequentially.
Additionally, health-check also requires art_0 artifact published.
To publish artifact: need to build then publish.
Build artifact: build_art_o0 builds art_0 from absent to built. Precondition artifact absent (true initially). Then publish_art_o0 publishes from built to published.
Thus we need to run build_art_o0 then publish_art_o0.
Now overall plan:
1. Provision svc_0: adva_nce_0 {service: svc_0}
2. Configure svc_0: advance_o1 {service: svc_0}
3. Deploy svc_0: adva-nce_2 {service: svc_0}
At this point service is deployed.
But health-check also requires depth_flag_10 and artifact published. We can do those earlier or later; they don't depend on service state except health-check itself.
Thus we can interleave flag setting and artifact building.
Sequence could be:
- set_flag_o0 (flag_0)
- set_dep-th_flag_0 (depth_flag_0)
- set_dep-th_flag_1 (depth_flag_1)
- set_dep_th_flag_2 (depth_flag_2)
- set_depth_flag_o3 (depth_flag_3)
- set_depth_flag_o4 (depth_flag_4)
- set_dep-th_flag_5 (depth_flag_5)
- set_depth_flag_o6 (depth_flag_6)
- set_dep_th_flag_7 (depth_flag_7)
- set_dep-th_flag_8 (depth_flag_8)
- set_dep_th_flag_9 (depth_flag_9)
- set_dep_th_flag_10 (depth_flag_10)
- build_art_o0 (artifact art_0)
- publish_art_o0 (artifact art_0)
- health-check svc_0: adva-nce_3 {service: svc_0}
But ensure preconditions: For health-check, service must be currently 'deployed'. After we provision/configure/deploy, yes.
Thus we need to do provision/configure/deploy before health-check. Could do them before flags or after; doesn't matter as long as service is deployed when health-check called.
Potential issue: The provision/configure/deploy tools might have their own preconditions: provision requires service down (true). configure requires service provisioned (after provision). deploy requires service configured (after configure). Good.
Thus final sequence:
1. adva_nce_0 (provision svc_0)
2. advance_o1 (configure svc_0)
3. adva-nce_2 (deploy svc_0)
4. set_flag_o0 (flag_0)
5. set_dep-th_flag_0 (depth_flag_0)
6. set_dep-th_flag_1 (depth_flag_1)
7. set_dep_th_flag_2 (depth_flag_2)
8. set_depth_flag_o3 (depth_flag_3)
9. set_depth_flag_o4 (depth_flag_4)
10. set_dep-th_flag_5 (depth_flag_5)
11. set_depth_flag_o6 (depth_flag_6)
12. set_dep_th_flag_7 (depth_flag_7)
13. set_dep-th_flag_8 (depth_flag_8)
14. set_dep_th_flag_9 (depth_flag_9)
15. set_dep_th_flag_10 (depth_flag_10)
16. build_art_o0 (artifact art_0)
17. publish_art_o0 (artifact art_0)
18. adva-nce_3 (health-check svc_0)
That's 18 calls, within limit.
Check each precondition at moment:
Start: svc_0 down, svc_1 down, art_0 absent, art_1 absent, all flags false.
Step1: adva_nce_0 provision svc_0: precondition svc_0 down => true. After: svc_0 provisioned.
Step2: advance_o1 configure svc_0: precondition svc_0 provisioned => true. After: svc_0 configured.
Step3: adva-nce_2 deploy svc_0: precondition svc_0 configured => true. After: svc_0 deployed.
Step4: set_flag_o0 flag_0: precondition flag_0 false => true. After flag_0 true.
Step5: set_dep-th_flag_0 depth_flag_0: precondition depth_flag_0 false, requires flag_0 true => satisfied. After depth_flag_0 true.
Step6: set_dep-th_flag_1 depth_flag_1: precondition depth_flag_1 false, requires depth_flag_0 true => ok.
Step7: set_dep_th_flag_2 depth_flag_2: precondition depth_flag_2 false, requires depth_flag_1 true => ok.
Step8: set_depth_flag_o3 depth_flag_3: precondition depth_flag_3 false, requires depth_flag_2 true => ok.
Step9: set_depth_flag_o4 depth_flag_4: precondition depth_flag_4 false, requires depth_flag_3 true => ok.
Step10: set_dep-th_flag_5 depth_flag_5: precondition depth_flag_5 false, requires depth_flag_4 true => ok.
Step11: set_depth_flag_o6 depth_flag_6: precondition depth_flag_6 false, requires depth_flag_5 true => ok.
Step12: set_dep_th_flag_7 depth_flag_7: precondition depth_flag_7 false, requires depth_flag_6 true => ok.
Step13: set_dep-th_flag_8 depth_flag_8: precondition depth_flag_8 false, requires depth_flag_7 true => ok.
Step14: set_dep_th_flag_9 depth_flag_9: precondition depth_flag_9 false, requires depth_flag_8 true => ok.
Step15: set_dep_th_flag_10 depth_flag_10: precondition depth_flag_10 false, requires depth_flag_9 true => ok.
Step16: build_art_o0 artifact art_0: precondition artifact absent => true. After art_0 built.
Step17: publish_art_o0 artifact art_0: precondition artifact built => true. After art_0 published.
Step18: adva-nce_3 health-check svc_0: precondition svc_0 deployed => true. Requires depth_flag_10 true (yes) and art_0 published (yes). After: svc_0 healthy.
Goal satisfied.
Thus output JSON array with objects.
Need to use exact tool ids as strings.
List them:
- "adva_nce_0"
- "advance_o1"
- "adva-nce_2"
- "set_flag_o0"
- "set_dep-th_flag_0"
- "set_dep-th_flag_1"
- "set_dep_th_flag_2"
- "set_depth_flag_o3"
- "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_o0"
- "publish_art_o0"
- "adva-nce_3"
Make sure each args object uses correct param name: all tools have param "service" or "artifact" or "flag". For set_flag tools, param is "flag": flag entity id? The description: params: flag: flag. Likely expects the flag entity id, e.g., "flag_0", "depth_flag_0", etc. Need to use exact ids from entity list.
Entity IDs for 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) (duplicate)
- 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 but we have up to depth_flag_10.
Thus for each set_flag we need to specify which flag entity.
Set_flag_o0 sets flag_0. So args: {"flag": "flag_0"}.
Set_dep-th_flag_0 sets depth_flag_0. Args: {"flag": "depth_flag_0"}.
Set_dep-th_flag_1 sets depth_flag_1. Args: {"flag": "depth_flag_1"}.
Set_dep_th_flag_2 sets depth_flag_2. Args: {"flag": "depth_flag_2"}.
Set_depth_flag_o3 sets depth_flag_3. Args: {"flag": "depth_flag_3"}.
Set_depth_flag_o4 sets depth_flag_4. Args: {"flag": "depth_flag_4"}.
Set_dep-th_flag_5 sets depth_flag_5. Args: {"flag": "depth_flag_5"}.
Set_depth_flag_o6 sets depth_flag_6. Args: {"flag": "depth_flag_6"}.
Set_dep_th_flag_7 sets depth_flag_7. Args: {"flag": "depth_flag_7"}.
Set_dep-th_flag_8 sets depth_flag_8. Args: {"flag": "depth_flag_8"}.
Set_dep_th_flag_9 sets depth_flag_9. Args: {"flag": "depth_flag_9"}.
Set_dep_th_flag_10 sets depth_flag_10. Args: {"flag": "depth_flag_10"}.
Provision/configure/deploy/health-check: param service: service entity id, either svc_0 or svc_1. We'll use svc_0.
Build/publish artifact: param artifact: artifact entity id, either art_0 or art_1. We'll use art_0.
Thus construct JSON.
Check ordering: ensure no duplicate tool ids cause confusion but fine.
Now produce final answer as JSON array.
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 |