Record 9352f8b671794a7384657e17386b2013
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:
- 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_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":"build_art_o0","args":{"artifact":"art_0"}},
{"tool":"publis-h_art_0","args":{"artifact":"art_0"}},
{"tool":"adva-nce_0","args":{"service":"svc_0"}},
{"tool":"adva-nce_1","args":{"service":"svc_0"}},
{"tool":"advance_o2","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 service ledger-0 reaching healthy state.
Goal: service 'ledger-0' must reach at least the 'healthy' state.
Current state: ledger-0 (svc_0) is down (not yet provisioned). So we need to go through states: down -> provisioned -> configured -> deployed -> healthy.
Provision uses tool adva-nce_0? Actually there is "adva-nce_0" with name: provision, param service. That moves from down to provisioned. Good.
Configure uses adva-nce_1 (name: configure) moving from provisioned to configured.
Deploy uses advance_o2 (note spelling: advance_o2) name: deploy moving from configured to deployed.
Health-check uses adva_nce_3 (note underscore after adva?) name: health-check moving from deployed to healthy. Precondition: service must be deployed. Also requires depth_flag_10 flag to be set. And requires art_0 artifact to be published.
Thus before health-check we need:
- depth_flag_10 = true.
- art_0 published.
Also note other flags maybe needed as prerequisites for setting depth_flag_10 etc.
Let's examine flag dependencies.
Flag list includes many duplicates but each unique identifier corresponds to some logical flag.
Given IDs:
flag_0 (maintenance_window_open)
depth_flag_0 (feature_gate_on)??? Wait they gave mapping: 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).
So multiple copies representing same conceptual flags perhaps used for chaining.
Now look at set_flag tools:
- set_dep-th_flag_1: sets depth_flag_1 (requires depth_flag_0 first). Means to set depth_flag_1 you need depth_flag_0 already true.
- set_depth_flag_o5: sets depth_flag_5 (requires depth_flag_4 first).
- set_depth_flag_o8: sets depth_flag_8 (requires depth_flag_7 first).
- set_dep-th_flag_3: sets depth_flag_3 (requires depth_flag_2 first).
- set_dep-th_flag_7: sets depth_flag_7 (requires depth_flag_6 first).
- set_flag_0: sets flag_0 (no requirement).
- set_depth_flag_o10: sets depth_flag_10 (requires depth_flag_9 first).
- set_depth_flag_o0: sets depth_flag_0 (requires flag_0 first).
- set_depth_flag_o9: sets depth_flag_9 (requires depth_flag_8 first).
- set_dep_th_flag_2: sets depth_flag_2 (requires depth_flag_1 first).
- set_dep-th_flag_4: sets depth_flag_4 (requires depth_flag_3 first).
Thus chain: To get depth_flag_10 true, we need depth_flag_9 true; which needs depth_flag_8 true; which needs depth_flag_7 true; which needs depth_flag_6 true; which needs depth_flag_5 true; which needs depth_flag_4 true; which needs depth_flag_3 true; which needs depth_flag_2 true; which needs depth_flag_1 true; which needs depth_flag_0 true; which needs flag_0 true.
Thus we have a long dependency 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 require previous flag being true.
Additionally, we also need art_0 published. For publishing artifact we need to first build it 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 steps: build artifact, then publish.
No other constraints about artifacts needing flags.
Thus overall plan:
1. Ensure flag_0 set (set_flag_0). No precondition besides currently false (it is off initially). So we can do set_flag_0.
2. Then set depth_flag_0 using set_depth_flag_o0 (requires flag_0). After step1 flag_0 true.
3. Then set depth_flag_1 using set_dep-th_flag_1 (requires depth_flag_0).
4. Then set depth_flag_2 using set_dep_th_flag_2 (requires depth_flag_1).
5. Then set depth_flag_3 using set_dep-th_flag_3 (requires depth_flag_2).
6. Then set depth_flag_4 using set_dep-th_flag_4 (requires depth_flag_3).
7. Then set depth_flag_5 using set_depth_flag_o5 (requires depth_flag_4).
8. Then set depth_flag_6 using set_dep-th_flag_6 (requires depth_flag_5).
9. Then set depth_flag_7 using set_dep-th_flag_7 (requires depth_flag_6).
10. Then set depth_flag_8 using set_depth_flag_o8 (requires depth_flag_7).
11. Then set depth_flag_9 using set_depth_flag_o9 (requires depth_flag_8).
12. Then set depth_flag_10 using set_depth_flag_o10 (requires depth_flag_9).
After this depth_flag_10 true.
Parallelly we need to build and publish artifact.
But building/publishing doesn't depend on flags per se. However health-check also requires artifact published. So we should ensure artifact built and published before health-check.
Thus we could interleave.
Sequence:
- 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_depth_flag_o5
- set_dep-th_flag_6
- set_dep-th_flag_7
- set_depth_flag_o8
- set_depth_flag_o9
- set_depth_flag_o10
That's 12 calls.
Then artifact:
- build_art_o0
- publis-h_art_0
Two calls.
Now service provisioning:
- adva-nce_0 (provision) for svc_0 (ledger-0): moves down->provisioned.
Precondition: service must be down. It is down currently.
- adva-nce_1 (configure) for svc_0: moves provisioned->configured. Precondition: service must be provisioned.
- advance_o2 (deploy) for svc_0: moves configured->deployed. Precondition: service must be configured.
- adva_nce_3 (health-check) for svc_0: moves deployed->healthy. Precondition: service deployed AND depth_flag_10 true AND art_0 published.
Thus after all above we can run health-check.
Total calls: 12 + 2 + 4 = 18 calls.
Check ordering: Need depth_flag_10 true before health-check. Already done after step12. Artifact built/published after step12? We'll do after flags maybe earlier but fine.
Service provisioning can happen anytime after flags? Not required but we can do after flags and artifact.
Make sure we don't violate any precondition like trying to set a flag when it's already true (we will set each only once). All flags start false.
Now verify each tool's exact ID strings as given in catalog.
List them exactly:
- 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
- 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
- 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
Note underscores/hyphens differences: need to copy exactly.
Check each:
From catalog lines:
- id: set_dep-th_flag_1 | name: set_flag | params: flag: flag
- id: set_depth_flag_o5 | name: set_flag | params: flag: flag
- id: set_depth_flag_o8 | name: set_flag | params: flag: flag
- id: publis-h_art_0 | name: publish_artifact | params: artifact: artifact
- id: dec_oy_1 | name: warm_cache ...
- id: build_art_o0 | name: build_artifact | params: artifact: artifact
- id: adva-nce_1 | name: configure | params: service: service
- id: adva_nce_3 | name: health-check | params: service: service
- id: set_dep-th_flag_3 | name: set_flag | params: flag: flag
- id: set_dep-th_flag_7 | name: set_flag | params: flag: flag
- id: set_flag_0 | name: set_flag | params: flag: flag
- id: set_depth_flag_o10 | name: set_flag | params: flag: flag
- id: set_depth_flag_o0 | name: set_flag | params: flag: flag
- id: set_depth_flag_o9 | name: set_flag | params: flag: flag
- id: dec-oy_0 | name: audit_logs ...
- id: advance_o2 | name: deploy | params: service: service
- id: set_dep-th_flag_6 | name: set_flag | params: flag: flag
- id: adva-nce_0 | name: provision | params: service: service
- id: set_dep_th_flag_2 | name: set_flag | params: flag: flag
- id: set_dep-th_flag_4 | name: set_flag | params: flag: flag
Thus our IDs match.
Now construct JSON array.
Order:
[
{"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":"build_art_o0","args":{"artifact":"art_0"}},
{"tool":"publis-h_art_0","args":{"artifact":"art_0"}},
{"tool":"adva-nce_0","args":{"service":"svc_0"}},
{"tool":"adva-nce_1","args":{"service":"svc_0"}},
{"tool":"advance_o2","args":{"service":"svc_0"}},
{"tool":"adva_nce_3","args":{"service":"svc_0"}}
]
Double-check each tool's param name: they all have param "flag": flag or "artifact": artifact or "service": service. So we pass correct entity IDs.
Now check if any precondition missing: For set_depth_flag_o0 requires flag_0 true. We set flag_0 first. Good.
For set_dep-th_flag_1 requires depth_flag_0 true. We set depth_flag_0 just before. Good.
Set_dep_th_flag_2 requires depth_flag_1 true. Set after.
Set_dep-th_flag_3 requires depth_flag_2 true. etc.
Set_dep-th_flag_4 requires depth_flag_3 true.
Set_depth_flag_o5 requires depth_flag_4 true.
Set_dep-th_flag_6 requires depth_flag_5 true.
Set_dep-th_flag_7 requires depth_flag_6 true.
Set_depth_flag_o8 requires depth_flag_7 true.
Set_depth_flag_o9 requires depth_flag_8 true.
Set_depth_flag_o10 requires depth_flag_9 true.
All satisfied.
Build artifact: precondition artifact absent. Initially absent. Good.
Publish artifact: precondition artifact built. After build, it's built. Good.
Provision: service down initially. Good.
Configure: after provision, service provisioned. Good.
Deploy: after configure, service configured. Good.
Health-check: after deploy, service deployed. Also need depth_flag_10 true (we set) and artifact published (we did). Good.
Thus final state: ledger-0 healthy.
We used 18 calls, within limit 36.
Now output JSON array only.
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 |