Record bdfeaff8f067480897845e3d9c5ecd55
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:
- ingest-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.
- 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 'ingest-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (ingest-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), 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 (backup_taken), depth_flag_12 (quota_raised), depth_flag_13 (maintenance_window_open), depth_flag_14 (secrets_synced), depth_flag_15 (feature_gate_on)
TOOL CATALOG:
- 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_0 | name: provision | params: service: service
Provision a service, moving it from 'down' to 'provisioned'. Precondition: the service must currently be 'down'.
- 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_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_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.
- 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: 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: 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: 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: set_dep_th_flag_13 | name: set_flag | params: flag: flag
Set the depth_flag_13 flag to true. Precondition: it must currently be false. Requires the depth_flag_12 flag first.
- 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: advance_o3 | 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_15 flag to be set. Requires the art_0 artifact to be published.
- 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: advance_o1 | 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_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_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: 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_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_depth_flag_o12 | name: set_flag | params: flag: flag
Set the depth_flag_12 flag to true. Precondition: it must currently be false. Requires the depth_flag_11 flag first.
- id: set_depth_flag_o14 | name: set_flag | params: flag: flag
Set the depth_flag_14 flag to true. Precondition: it must currently be false. Requires the depth_flag_13 flag first.
- id: set_dep_th_flag_11 | name: set_flag | params: flag: flag
Set the depth_flag_11 flag to true. Precondition: it must currently be false. Requires the depth_flag_10 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_o15 | name: set_flag | params: flag: flag
Set the depth_flag_15 flag to true. Precondition: it must currently be false. Requires the depth_flag_14 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_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.
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 46 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_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_depth_flag_o5","args":{"flag":"depth_flag_5"}},
{"tool":"set_depth_flag_o6","args":{"flag":"depth_flag_6"}},
{"tool":"set_depth_flag_o7","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":"set_dep_th_flag_11","args":{"flag":"depth_flag_11"}},
{"tool":"set_depth_flag_o12","args":{"flag":"depth_flag_12"}},
{"tool":"set_dep_th_flag_13","args":{"flag":"depth_flag_13"}},
{"tool":"set_depth_flag_o14","args":{"flag":"depth_flag_14"}},
{"tool":"set_depth_flag_o15","args":{"flag":"depth_flag_15"}},
{"tool":"build-_art_0","args":{"artifact":"art_0"}},
{"tool":"publish_art_o0","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":"advance_o3","args":{"service":"svc_0"}}
]
Reasoning
Model reasoning
We need to produce a sequence of tool calls leading to service ingest-0 reaching healthy state.
Goal: service 'ingest-0' must reach at least the 'healthy' state.
Current state: ingest-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" (id: adva-nce_0) with param service: service. It moves from down to provisioned. Precondition: service must be down.
Configure uses "advance_o1" (id: advance_o1) name: configure, moves from provisioned to configured. Precondition: service must be provisioned.
Deploy uses "adva-nce_2" (id: adva-nce_2) name: deploy, moves from configured to deployed. Precondition: service must be configured.
Health-check uses "advance_o3" (id: advance_o3) name: health-check, moves from deployed to healthy. Precondition: service must be deployed AND requires depth_flag_15 flag to be set AND requires art_0 artifact to be published.
Thus before health-check we need:
- depth_flag_15 = true
- art_0 published
Also note there are many flags duplicates etc but they have dependencies chain: each depth flag depends on previous ones.
Let's list all depth flags and their prerequisites as per tool definitions:
depth_flag_0: set by set_dep-th_flag_0 (requires flag_0 first). Actually description: "Set the depth_flag_0 flag to true. Precondition: it must currently be false. Requires the flag_0 flag first."
So to set depth_flag_0 we need flag_0 true.
depth_flag_1: set_depth_flag_o1 requires depth_flag_0 first.
depth_flag_2: set_dep_th_flag_2 requires depth_flag_1 first.
depth_flag_3: set_depth_flag_o3 requires depth_flag_2 first.
depth_flag_4: set_depth_flag_o4 requires depth_flag_3 first.
depth_flag_5: set_depth_flag_o5 requires depth_flag_4 first.
depth_flag_6: set_depth_flag_o6 requires depth_flag_5 first.
depth_flag_7: set_depth_flag_o7 requires depth_flag_6 first.
depth_flag_8: set_dep_th_flag_8 requires depth_flag_7 first.
depth_flag_9: set_dep-th_flag_9 requires depth_flag_8 first.
depth_flag_10: set_dep-th_flag_10 requires depth_flag_9 first.
depth_flag_11: set_dep_th_flag_11 requires depth_flag_10 first.
depth_flag_12: set_depth_flag_o12 requires depth_flag_11 first.
depth_flag_13: set_dep_th_flag_13 requires depth_flag_12 first.
depth_flag_14: set_depth_flag_o14 requires depth_flag_13 first.
depth_flag_15: set_depth_flag_o15 requires depth_flag_14 first.
Additionally there is also flag_0 itself which can be set via set_flag_o0 (set_flag) requiring flag_0 currently false? Wait set_flag_o0 sets flag_0 to true, precondition: it must currently be false. No other requirement.
Thus to get depth_flag_15 true we need to sequentially set flags from flag_0 up through depth flags.
Now about artifacts: We need art_0 published. There's build-_art_0 (build artifact) then publish_art_o0 (publish artifact). Both require artifact absent/built accordingly.
Currently release-image artifact does not exist yet => absent. So we can build then publish.
No other constraints.
Thus overall steps:
1. Set flag_0 true using set_flag_o0.
2. Set depth_flag_0 true using set_dep-th_flag_0 (requires flag_0).
3. Set depth_flag_1 true using set_depth_flag_o1 (requires depth_flag_0).
...
Continue until depth_flag_15.
But careful: Some tool IDs have weird naming like "set_dep-th_flag_0", "set_depth_flag_o1". Need to match exactly given IDs.
List them precisely from catalog:
- set_flag_o0 : set_flag, param flag: flag (sets flag_0)
- set_dep-th_flag_0 : set_flag, param flag: flag (sets depth_flag_0, requires flag_0)
- set_depth_flag_o1 : set_flag, param flag: flag (sets depth_flag_1, requires depth_flag_0)
- set_dep_th_flag_2 : set_flag, param flag: flag (sets depth_flag_2, requires depth_flag_1)
- set_depth_flag_o3 : set_flag, param flag: flag (sets depth_flag_3, requires depth_flag_2)
- set_depth_flag_o4 : set_flag, param flag: flag (sets depth_flag_4, requires depth_flag_3)
- set_depth_flag_o5 : set_flag, param flag: flag (sets depth_flag_5, requires depth_flag_4)
- set_depth_flag_o6 : set_flag, param flag: flag (sets depth_flag_6, requires depth_flag_5)
- set_depth_flag_o7 : set_flag, param flag: flag (sets depth_flag_7, requires depth_flag_6)
- set_dep_th_flag_8 : set_flag, param flag: flag (sets depth_flag_8, requires depth_flag_7)
- set_dep-th_flag_9 : set_flag, param flag: flag (sets depth_flag_9, requires depth_flag_8)
- set_dep-th_flag_10 : set_flag, param flag: flag (sets depth_flag_10, requires depth_flag_9)
- set_dep_th_flag_11 : set_flag, param flag: flag (sets depth_flag_11, requires depth_flag_10)
- set_depth_flag_o12 : set_flag, param flag: flag (sets depth_flag_12, requires depth_flag_11)
- set_dep_th_flag_13 : set_flag, param flag: flag (sets depth_flag_13, requires depth_flag_12)
- set_depth_flag_o14 : set_flag, param flag: flag (sets depth_flag_14, requires depth_flag_13)
- set_depth_flag_o15 : set_flag, param flag: flag (sets depth_flag_15, requires depth_flag_14)
Check if any missing: Also there is set_dep_th_flag_2 already listed. Good.
Now after setting depth_flag_15, we need to build and publish artifact.
Steps:
- build-_art_0 (id: build-_art_0) name: build_artifact, param artifact: artifact (art_0). Precondition: artifact absent.
- publish_art_o0 (id: publish_art_o0) name: publish_artifact, param artifact: artifact (art_0). Precondition: artifact built.
Then provision service:
- adva-nce_0 (id: adva-nce_0) name: provision, param service: service (svc_0). Precondition: service down.
- advance_o1 (id: advance_o1) name: configure, param service: service (svc_0). Precondition: service provisioned.
- adva-nce_2 (id: adva-nce_2) name: deploy, param service: service (svc_0). Precondition: service configured.
- advance_o3 (id: advance_o3) name: health-check, param service: service (svc_0). Precondition: service deployed, depth_flag_15 true, art_0 published.
That should achieve healthy.
We don't need to provision cache-1 or anything else.
Make sure we respect ordering: For each tool, its preconditions must hold at moment of call.
Let's simulate quickly.
Initial state:
flag_0 false
depth flags all false
art_0 absent
svc_0 down
Step1: set_flag_o0 -> flag_0 becomes true. Precondition flag_0 false satisfied.
Step2: set_dep-th_flag_0 -> depth_flag_0 true, requires flag_0 true (now true). OK.
Step3: set_depth_flag_o1 -> depth_flag_1 true, requires depth_flag_0 true. OK.
Step4: set_dep_th_flag_2 -> depth_flag_2 true, requires depth_flag_1 true.
Step5: set_depth_flag_o3 -> depth_flag_3 true, requires depth_flag_2 true.
Step6: set_depth_flag_o4 -> depth_flag_4 true, requires depth_flag_3 true.
Step7: set_depth_flag_o5 -> depth_flag_5 true, requires depth_flag_4 true.
Step8: set_depth_flag_o6 -> depth_flag_6 true, requires depth_flag_5 true.
Step9: set_depth_flag_o7 -> depth_flag_7 true, requires depth_flag_6 true.
Step10: set_dep_th_flag_8 -> depth_flag_8 true, requires depth_flag_7 true.
Step11: set_dep-th_flag_9 -> depth_flag_9 true, requires depth_flag_8 true.
Step12: set_dep-th_flag_10 -> depth_flag_10 true, requires depth_flag_9 true.
Step13: set_dep_th_flag_11 -> depth_flag_11 true, requires depth_flag_10 true.
Step14: set_depth_flag_o12 -> depth_flag_12 true, requires depth_flag_11 true.
Step15: set_dep_th_flag_13 -> depth_flag_13 true, requires depth_flag_12 true.
Step16: set_depth_flag_o14 -> depth_flag_14 true, requires depth_flag_13 true.
Step17: set_depth_flag_o15 -> depth_flag_15 true, requires depth_flag_14 true.
Now depth_flag_15 true.
Step18: build-_art_0 -> art_0 built (from absent). Precondition artifact absent satisfied.
Step19: publish_art_o0 -> art_0 published (from built). Precondition artifact built satisfied.
Step20: adva-nce_0 -> svc_0 provisioned (down->provisioned). Precondition svc_0 down satisfied.
Step21: advance_o1 -> svc_0 configured (provisioned->configured). Precondition svc_0 provisioned satisfied.
Step22: adva-nce_2 -> svc_0 deployed (configured->deployed). Precondition svc_0 configured satisfied.
Step23: advance_o3 -> svc_0 healthy (deployed->healthy). Precondition svc_0 deployed true, depth_flag_15 true, art_0 published true. All satisfied.
Thus total 23 tool calls, within limit 46.
Need to output JSON array of objects with tool and args.
Args: For set_flag tools, param "flag": flag entity id? The description says params: flag: flag. Likely expects the flag entity id like "flag_0" or "depth_flag_0"? Let's check examples: In catalog, they have entries like "set_flag_o0 | name: set_flag | params: flag: flag". They didn't specify which flag entity; but earlier they defined flags: flag_0 (maintenance_window_open), etc. And depth flags have separate IDs. So likely the argument expects the flag entity id string.
Thus for set_flag_o0 we need {"flag": "flag_0"}.
For set_dep-th_flag_0 we need {"flag": "depth_flag_0"}.
Similarly for others.
For build-_art_0: param artifact: artifact. Likely expects "art_0".
publish_art_o0: {"artifact": "art_0"}.
Provision etc: param service: service. Expect "svc_0" for ingest-0.
Check that we have service IDs: svc_0 (ingest-0), svc_1 (cache-1). So use svc_0.
Thus final JSON array.
Let's construct.
[{"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_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_depth_flag_o5","args":{"flag":"depth_flag_5"}},
{"tool":"set_depth_flag_o6","args":{"flag":"depth_flag_6"}},
{"tool":"set_depth_flag_o7","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":"set_dep_th_flag_11","args":{"flag":"depth_flag_11"}},
{"tool":"set_depth_flag_o12","args":{"flag":"depth_flag_12"}},
{"tool":"set_dep_th_flag_13","args":{"flag":"depth_flag_13"}},
{"tool":"set_depth_flag_o14","args":{"flag":"depth_flag_14"}},
{"tool":"set_depth_flag_o15","args":{"flag":"depth_flag_15"}},
{"tool":"build-_art_0","args":{"artifact":"art_0"}},
{"tool":"publish_art_o0","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":"advance_o3","args":{"service":"svc_0"}}]
Check for correct spelling of tool IDs exactly as given:
- set_flag_o0 (yes)
- set_dep-th_flag_0 (note hyphen after dep? Actually "set_dep-th_flag_0": includes a hyphen between dep and th? The catalog line: "set_dep-th_flag_0 | name: set_flag | params: flag: flag". Yes it's "set_dep-th_flag_0". So we used that.
- set_depth_flag_o1 (yes)
- set_dep_th_flag_2 (note underscore after dep? Actually "set_dep_th_flag_2": yes.
- set_depth_flag_o3
- set_depth_flag_o4
- set_depth_flag_o5
- set_depth_flag_o6
- set_depth_flag_o7
- set_dep_th_flag_8
- set_dep-th_flag_9
- set_dep-th_flag_10
- set_dep_th_flag_11
- set_depth_flag_o12
- set_dep_th_flag_13
- set_depth_flag_o14
- set_depth_flag_o15
- build-_art_0 (note: "build-_art_0": includes hyphen before underscore? Actually "build-_art_0". We'll use exactly that.
- publish_art_o0
- adva-nce_0 (note hyphen after adva? Actually "adva-nce_0": yes.
- advance_o1
- adva-nce_2
- advance_o3
All good.
Now ensure we didn't miss any needed precondition like maybe need to set maintenance_window_open flag? Not required for health-check besides depth_flag_15 and artifact. So fine.
Thus answer is JSON array as above.
Realized dims
| dim | value |
|---|---|
| catalog_size | 25.0 |
| chain_length | 19.0 |
| 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 | 23.0 |
| 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 | 20.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |