Record a6be8e73248c4c3b86242951544c100e
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:
- billing-0 is currently down (not yet provisioned).
- notifier-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.
GOAL (all conditions must hold at the end):
- service 'billing-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (billing-0), svc_1 (notifier-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)
TOOL CATALOG:
- 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: decoy_o0 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (Has no effect on deployment state.)
- 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: 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_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: 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: 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_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_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_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: 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: 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_8 flag to be set. Requires the art_0 artifact to be published.
- 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_flag_o0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- 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_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_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.
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 32 tool calls.
Response
[
{"tool":"set_flag_o0","args":{"flag":"flag_0"}},
{"tool":"set_dep_th_flag_0","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_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":"set_depth_flag_o7","args":{"flag":"depth_flag_7"}},
{"tool":"set_depth_flag_o8","args":{"flag":"depth_flag_8"}},
{"tool":"build_art_0","args":{"artifact":"art_0"}},
{"tool":"publis_h_art_0","args":{"artifact":"art_0"}},
{"tool":"advance_o0","args":{"service":"svc_0"}},
{"tool":"adva_nce_1","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 billing-0 healthy.
Goal: service billing-0 (svc_0) must be at least healthy.
Current state:
- billing-0 is down (not yet provisioned)
- notifier-1 down
- release-image artifact absent? Actually says does not exist yet => absent.
- db-migration artifact absent.
- flags all off: maintenance_window_open flag (flag_0?) Wait they have multiple flags with same names but different depths. Let's parse.
List of flags given initially:
- 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.
- Then repeated again... maybe duplicates due to copy-paste.
Entity IDs list includes many 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).
So there are three layers of each flag type: base flag (flag_0, flag_1?), then depth flags.
But initial states: All flags off means each of those flags is false.
Now we need to get svc_0 healthy via steps: down -> provisioned -> configured -> deployed -> healthy.
Provision uses advance_o0 (provision) requires service down.
Configure uses adva_nce_1 (configure) requires service provisioned.
Deploy uses adva_nce_2 (deploy) requires service configured.
Health-check uses adva_nce_3 (health-check) requires service deployed AND depth_flag_8 set AND art_0 artifact published.
Thus we need to also publish artifact art_0 (release-image). To publish, need to build artifact first (build_art_0) requiring artifact absent, then publish_art_0 (publish) requiring artifact built.
Also need depth_flag_8 true. Depth_flag_8 is set by set_depth_flag_o8 which requires depth_flag_7 true first. And depth_flag_7 requires depth_flag_6, etc. So we need to set a chain of depth flags from 0 up to 8.
Let's examine depth flag definitions:
depth_flag_0 corresponds to feature_gate_on? Actually mapping: 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).
And there are also base flags flag_0 (maintenance_window_open), flag_1 (secrets_synced). There's also set_flag_o0 to set flag_0 (maintenance_window_open). No tool for flag_1? Not provided.
Depth flags have set tools:
- set_dep_th_flag_0: set depth_flag_0 true, requires flag_0 first.
- set_dep_th_flag_1? Not listed. Actually we have set_depth_flag_o1 (maybe misnamed) sets depth_flag_1, requires depth_flag_0.
- set_depth_flag_o2 sets depth_flag_2, requires depth_flag_1.
- set_dep_th_flag_3 sets depth_flag_3, requires depth_flag_2.
- set_depth_flag_o4 sets depth_flag_4, requires depth_flag_3.
- set_dep_th_flag_5 sets depth_flag_5, requires depth_flag_4.
- set_dep_th_flag_6 sets depth_flag_6, requires depth_flag_5.
- set_depth_flag_o7 sets depth_flag_7, requires depth_flag_6.
- set_depth_flag_o8 sets depth_flag_8, requires depth_flag_7.
Thus we need to set flag_0 first (maintenance_window_open) using set_flag_o0. Then we can set depth_flag_0 via set_dep_th_flag_0 (requires flag_0). Then depth_flag_1 via set_depth_flag_o1 (requires depth_flag_0). Then depth_flag_2 via set_depth_flag_o2 (requires depth_flag_1). Then depth_flag_3 via set_dep_th_flag_3 (requires depth_flag_2). Then depth_flag_4 via set_depth_flag_o4 (requires depth_flag_3). Then depth_flag_5 via set_dep_th_flag_5 (requires depth_flag_4). Then depth_flag_6 via set_dep_th_flag_6 (requires depth_flag_5). Then depth_flag_7 via set_depth_flag_o7 (requires depth_flag_6). Then depth_flag_8 via set_depth_flag_o8 (requires depth_flag_7).
After that, we need to build and publish artifact art_0.
Then provision, configure, deploy, health-check svc_0.
Check if any other dependencies: health-check also requires art_0 published (we will do). Also requires depth_flag_8 set (we will). No other flags needed.
We also need to ensure service billing-0 is down initially, so we can provision.
We also might need to consider notifier-1? Not needed for goal.
Potential issues: Some tools may have preconditions about other flags being false? They require the flag to be currently false before setting true. That's fine as we will set them in order.
Now let's list the tool IDs exactly as given:
- set_flag_o0: name set_flag, params flag: flag (flag_0)
- set_dep_th_flag_0: name set_flag, params flag: flag (depth_flag_0)
- set_depth_flag_o1: name set_flag, params flag: flag (depth_flag_1)
- set_depth_flag_o2: name set_flag, params flag: flag (depth_flag_2)
- set_dep_th_flag_3: name set_flag, params flag: flag (depth_flag_3)
- set_depth_flag_o4: name set_flag, params flag: flag (depth_flag_4)
- set_dep_th_flag_5: name set_flag, params flag: flag (depth_flag_5)
- set_dep_th_flag_6: name set_flag, params flag: flag (depth_flag_6)
- set_depth_flag_o7: name set_flag, params flag: flag (depth_flag_7)
- set_depth_flag_o8: name set_flag, params flag: flag (depth_flag_8)
- build_art_0: name build_artifact, params artifact: artifact (art_0)
- publis_h_art_0: name publish_artifact, params artifact: artifact (art_0)
- advance_o0: name provision, params service: service (svc_0)
- adva_nce_1: name configure, params service: service (svc_0)
- adva_nce_2: name deploy, params service: service (svc_0)
- adva_nce_3: name health-check, params service: service (svc_0)
We should verify that the tool IDs match exactly as in catalog:
Catalog entries:
- id: set_dep_th_flag_3 | name: set_flag | params: flag: flag
- id: decoy_o0 | name: audit_logs ...
- id: dec_oy_1 | name: warm_cache ...
- id: adva_nce_1 | name: configure ...
- id: set_dep_th_flag_0 | name: set_flag | params: flag: flag
- id: publis_h_art_0 | name: publish_artifact ...
- id: build_art_0 | name: build_artifact ...
- id: set_dep_th_flag_5 | name: set_flag ...
- id: set_dep_th_flag_6 | name: set_flag ...
- id: set_depth_flag_o4 | name: set_flag ...
- id: set_depth_flag_o8 | name: set_flag ...
- id: adva_nce_3 | name: health-check ...
- id: set_depth_flag_o7 | name: set_flag ...
- id: set_flag_o0 | name: set_flag ...
- id: adva_nce_2 | name: deploy ...
- id: set_depth_flag_o2 | name: set_flag ...
- id: set_depth_flag_o1 | name: set_flag ...
Thus the IDs we need:
set_flag_o0
set_dep_th_flag_0
set_depth_flag_o1
set_depth_flag_o2
set_dep_th_flag_3
set_depth_flag_o4
set_dep_th_flag_5
set_dep_th_flag_6
set_depth_flag_o7
set_depth_flag_o8
build_art_0
publis_h_art_0
advance_o0
adva_nce_1
adva_nce_2
adva_nce_3
That's 16 calls.
Check ordering: Must satisfy preconditions at each step.
Start: all flags false, artifact absent, service down.
Step1: set_flag_o0 (flag_0). Precondition: flag_0 currently false. OK.
Step2: set_dep_th_flag_0 (depth_flag_0). Precondition: depth_flag_0 false, requires flag_0 true. flag_0 now true. OK.
Step3: set_depth_flag_o1 (depth_flag_1). Precondition: depth_flag_1 false, requires depth_flag_0 true. OK.
Step4: set_depth_flag_o2 (depth_flag_2). Precondition: depth_flag_2 false, requires depth_flag_1 true. OK.
Step5: set_dep_th_flag_3 (depth_flag_3). Precondition: depth_flag_3 false, requires depth_flag_2 true. OK.
Step6: set_depth_flag_o4 (depth_flag_4). Precondition: depth_flag_4 false, requires depth_flag_3 true. OK.
Step7: set_dep_th_flag_5 (depth_flag_5). Precondition: depth_flag_5 false, requires depth_flag_4 true. OK.
Step8: set_dep_th_flag_6 (depth_flag_6). Precondition: depth_flag_6 false, requires depth_flag_5 true. OK.
Step9: set_depth_flag_o7 (depth_flag_7). Precondition: depth_flag_7 false, requires depth_flag_6 true. OK.
Step10: set_depth_flag_o8 (depth_flag_8). Precondition: depth_flag_8 false, requires depth_flag_7 true. OK.
Step11: build_art_0 (artifact art_0). Precondition: artifact absent. Currently absent. OK.
Step12: publis_h_art_0 (artifact art_0). Precondition: artifact built. After build, it's built. OK.
Step13: advance_o0 (service svc_0). Precondition: service down. Currently down. OK.
Step14: adva_nce_1 (service svc_0). Precondition: service provisioned. After provision, it's provisioned. OK.
Step15: adva_nce_2 (service svc_0). Precondition: service configured. After configure, it's configured. OK.
Step16: adva_nce_3 (service svc_0). Precondition: service deployed, depth_flag_8 true, art_0 published. After deploy, service deployed. depth_flag_8 true from step10. art_0 published from step12. OK.
Thus after step16, svc_0 healthy.
Goal satisfied.
We should output JSON array of objects with tool and args.
Args: For set_flag tools, param "flag": "<entity id>" where entity id is the flag id.
Thus:
{"tool":"set_flag_o0","args":{"flag":"flag_0"}}
{"tool":"set_dep_th_flag_0","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_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":"set_depth_flag_o7","args":{"flag":"depth_flag_7"}}
{"tool":"set_depth_flag_o8","args":{"flag":"depth_flag_8"}}
{"tool":"build_art_0","args":{"artifact":"art_0"}}
{"tool":"publis_h_art_0","args":{"artifact":"art_0"}}
{"tool":"advance_o0","args":{"service":"svc_0"}}
{"tool":"adva_nce_1","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 flag_1? Not needed.
Now ensure we didn't exceed 32 calls; we have 16.
Return as JSON array.
Make sure no extra whitespace? Probably fine.
Let's craft final answer.
Realized dims
| dim | value |
|---|---|
| catalog_size | 18.0 |
| chain_length | 12.0 |
| 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 | 16.0 |
| 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 | 13.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |