Record 0f8feba062034125b627a78d97377977
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).
- cache-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.
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 (cache-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)
TOOL CATALOG:
- 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_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_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_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: 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: 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: 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.
- 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: advance_o1 | name: configure | params: service: service
Configure a service, moving it from 'provisioned' to 'configured'. Precondition: the service must currently be 'provisioned'.
- 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_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: 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_6 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'.
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 28 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_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_dep-th_flag_6","args":{"flag":"depth_flag_6"}},
{"tool":"build-_art_0","args":{"artifact":"art_0"}},
{"tool":"publis_h_art_0","args":{"artifact":"art_0"}},
{"tool":"adva_nce_0","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.
Also there are flags needed for health-check: requires depth_flag_6 set, and artifact art_0 published.
Thus we need to:
- Provision svc_0 using adva_nce_0 (provision) with precondition service down.
- Then configure via advance_o1 (configure) requiring provisioned.
- Then deploy via adva_nce_2 (deploy) requiring configured.
- Then health-check via adva-nce_3 (health-check) requiring deployed, depth_flag_6 true, and art_0 published.
So before health-check we need to ensure depth_flag_6 true and art_0 published.
Depth_flag_6 setting chain: We have many flag-setting tools with dependencies.
Let's list all flag-related tools:
- set_flag_0: sets flag_0 (maintenance_window_open) true. No prereq? It says precondition: it must currently be false. No requirement listed besides being false initially. Good.
- set_depth_flag_o0: sets depth_flag_0 (feature_gate_on) true. Precondition: false, requires flag_0 first.
- set_depth_flag_o4: sets depth_flag_4 (secrets_synced?) Actually description: depth_flag_4 flag to true. Precondition: false, requires depth_flag_3 first.
- set_dep-th_flag_6: sets depth_flag_6 flag to true. Precondition: false, requires depth_flag_5 first.
- set_dep-th_flag_5: sets depth_flag_5 flag to true. Precondition: false, requires depth_flag_4 first.
- set_dep_th_flag_2: sets depth_flag_2 flag to true. Precondition: false, requires depth_flag_1 first.
- set_depth_flag_o3: sets depth_flag_3 flag to true. Precondition: false, requires depth_flag_2 first.
- set_dep-th_flag_1: sets depth_flag_1 flag to true. Precondition: false, requires depth_flag_0 first.
Thus we have a chain: flag_0 -> depth_flag_0 -> depth_flag_1 -> depth_flag_2 -> depth_flag_3 -> depth_flag_4 -> depth_flag_5 -> depth_flag_6.
But note some naming variations: set_depth_flag_o0 etc. Let's map each exactly as given.
List again with IDs:
- set_flag_0 : flag = flag_0 (maintenance_window_open)
- set_depth_flag_o0 : flag = depth_flag_0 (feature_gate_on); requires flag_0
- set_dep-th_flag_1 : flag = depth_flag_1 ; requires depth_flag_0
- set_dep_th_flag_2 : flag = depth_flag_2 ; requires depth_flag_1
- set_depth_flag_o3 : flag = depth_flag_3 ; requires depth_flag_2
- set_depth_flag_o4 : flag = depth_flag_4 ; requires depth_flag_3
- set_dep-th_flag_5 : flag = depth_flag_5 ; requires depth_flag_4
- set_dep-th_flag_6 : flag = depth_flag_6 ; requires depth_flag_5
Thus indeed linear chain.
Now also need artifact art_0 built and published.
Tools:
- build-_art_0 : 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 check other constraints: There might be duplicate flags like depth_flag_3 appears twice? Also there are depth_flag_0 etc duplicates but okay.
Now initial state: All flags are off (false). Artifacts absent. Services down.
Thus we can start by setting flag_0 (set_flag_0). Then proceed up chain.
Alternatively maybe we could skip some steps if not required? But health-check requires depth_flag_6 only, so we need entire chain.
Thus sequence:
1. set_flag_0 (flag_0)
2. set_depth_flag_o0 (depth_flag_0) requires flag_0
3. set_dep-th_flag_1 (depth_flag_1) requires depth_flag_0
4. set_dep_th_flag_2 (depth_flag_2) requires depth_flag_1
5. set_depth_flag_o3 (depth_flag_3) requires depth_flag_2
6. set_depth_flag_o4 (depth_flag_4) requires depth_flag_3
7. set_dep-th_flag_5 (depth_flag_5) requires depth_flag_4
8. set_dep-th_flag_6 (depth_flag_6) requires depth_flag_5
Now after that we can handle artifact:
9. build-_art_0 (build artifact art_0) precondition absent.
10. publis_h_art_0 (publish artifact art_0) precondition built.
Now service provisioning:
11. adva_nce_0 (provision svc_0) precondition down.
12. advance_o1 (configure svc_0) precondition provisioned.
13. adva_nce_2 (deploy svc_0) precondition configured.
14. adva-nce_3 (health-check svc_0) precondition deployed, depth_flag_6 true, art_0 published.
All preconditions should be satisfied if we follow order.
Check that we didn't miss any nuance: The health-check tool name is "adva-nce_3" with hyphen? In catalog: id: adva-nce_3 | name: health-check | params: service: service. So tool id is "adva-nce_3". Need to use exactly that string.
Similarly "adva_nce_0" etc.
Now verify each tool's precondition regarding flags: For set_flag_0, precondition: flag_0 currently false. Initially false, ok.
For set_depth_flag_o0: precondition depth_flag_0 false, requires flag_0 true. After step1 flag_0 true, ok.
Set_dep-th_flag_1: precondition depth_flag_1 false, requires depth_flag_0 true. After step2 depth_flag_0 true, ok.
Set_dep_th_flag_2: precondition depth_flag_2 false, requires depth_flag_1 true. After step3 depth_flag_1 true, ok.
Set_depth_flag_o3: precondition depth_flag_3 false, requires depth_flag_2 true. After step4 depth_flag_2 true, ok.
Set_depth_flag_o4: precondition depth_flag_4 false, requires depth_flag_3 true. After step5 depth_flag_3 true, ok.
Set_dep-th_flag_5: precondition depth_flag_5 false, requires depth_flag_4 true. After step6 depth_flag_4 true, ok.
Set_dep-th_flag_6: precondition depth_flag_6 false, requires depth_flag_5 true. After step7 depth_flag_5 true, ok.
Build artifact: precondition art_0 absent. Initially absent, ok.
Publish artifact: precondition art_0 built. After build, it's built, ok.
Provision svc_0: precondition service down. Initially down, ok.
Configure svc_0: precondition provisioned. After provision, it's provisioned, ok.
Deploy svc_0: precondition configured. After configure, it's configured, ok.
Health-check svc_0: precondition deployed, depth_flag_6 true, art_0 published. After deploy, it's deployed. After flag chain, depth_flag_6 true. After publish, art_0 published. All good.
Thus final state: svc_0 healthy.
We used 14 tool calls, within limit 28.
Now output JSON array with objects: {"tool": "<tool id>", "args": {"service": "svc_0"} etc}. For flag tools, param is "flag": "<flag entity id>"? According to spec: each tool has params: flag: flag. So we need to pass flag entity id. Which entity ids correspond to flags? They gave 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). Wait they repeated some names due to depth. Anyway we need to use the exact ids as given.
Thus for set_flag_0, flag entity id is "flag_0".
For set_depth_flag_o0, flag entity id is "depth_flag_0".
For set_dep-th_flag_1, flag entity id is "depth_flag_1".
For set_dep_th_flag_2, flag entity id is "depth_flag_2".
For set_depth_flag_o3, flag entity id is "depth_flag_3".
For set_depth_flag_o4, flag entity id is "depth_flag_4".
For set_dep-th_flag_5, flag entity id is "depth_flag_5".
For set_dep-th_flag_6, flag entity id is "depth_flag_6".
For build-_art_0, artifact entity id is "art_0".
For publis_h_art_0, artifact entity id is "art_0".
For adva_nce_0, service entity id is "svc_0".
For advance_o1, service entity id is "svc_0".
For adva_nce_2, service entity id is "svc_0".
For adva-nce_3, service entity id is "svc_0".
Note: Some tool ids have hyphens and underscores. Must match exactly.
Let's list them precisely as given in catalog:
- set_flag_0
- set_depth_flag_o0
- set_dep-th_flag_1
- set_dep_th_flag_2
- set_depth_flag_o3
- set_depth_flag_o4
- set_dep-th_flag_5
- set_dep-th_flag_6
- build-_art_0
- publis_h_art_0
- adva_nce_0
- advance_o1
- adva_nce_2
- adva-nce_3
Check spelling: "set_dep-th_flag_1" includes a hyphen after dep? Actually it's "set_dep-th_flag_1". Yes.
"set_dep_th_flag_2" has underscore after dep? Actually "set_dep_th_flag_2". Note: there is an underscore between dep and th? The string: set_dep_th_flag_2. Yes.
"set_depth_flag_o0": note letter o zero? It's "set_depth_flag_o0". That's letter o then zero.
"set_depth_flag_o3": same.
"set_depth_flag_o4": same.
"set_dep-th_flag_5": hyphen.
"set_dep-th_flag_6": hyphen.
"build-_art_0": build dash underscore? Actually "build-_art_0". That's build, hyphen, underscore, art_0? The string: build-_art_0.
"publis_h_art_0": publis, underscore, h, underscore, art_0? Actually "publis_h_art_0". Yes.
"adva_nce_0": adva, underscore, nce, underscore, 0? Actually "adva_nce_0". Yes.
"advance_o1": advance, underscore, o, 1? Actually "advance_o1". Yes.
"adva_nce_2": adva, underscore, nce, underscore, 2.
"adva-nce_3": adva, hyphen, nce, underscore, 3? Actually "adva-nce_3". Yes.
Now produce JSON array.
Order as described.
Let's craft:
[
{"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_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_dep-th_flag_6","args":{"flag":"depth_flag_6"}},
{"tool":"build-_art_0","args":{"artifact":"art_0"}},
{"tool":"publis_h_art_0","args":{"artifact":"art_0"}},
{"tool":"adva_nce_0","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"}}
]
Check that we didn't miss any needed flags like maintenance_window_open etc. Not required for health-check. So fine.
Now ensure we didn't exceed 28 calls: we have 14.
Return only JSON array.
Realized dims
| dim | value |
|---|---|
| catalog_size | 16.0 |
| chain_length | 10.0 |
| 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 | 14.0 |
| 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 | 11.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |