Record 22ac4ba5a04c4ff1a4f4b973b73e42b4
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:
- webhooks-0 is currently down (not yet provisioned).
- registry-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 'webhooks-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (webhooks-0), svc_1 (registry-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_-flag_0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- 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_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_o0 | name: provision | params: service: service
Provision a service, moving it from 'down' to 'provisioned'. Precondition: the service must currently be 'down'.
- 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: 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_o1 | name: configure | params: service: service
Configure a service, moving it from 'provisioned' to 'configured'. Precondition: the service must currently be 'provisioned'.
- 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_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_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: 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: 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_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: 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_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.
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_dep_th_flag_0", "args": {"flag": "depth_flag_0"}},
{"tool": "set_dep-th_flag_1", "args": {"flag": "depth_flag_1"}},
{"tool": "set_depth_flag_o2", "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_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": "advance_o0", "args": {"service": "svc_0"}},
{"tool": "advance_o1", "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 webhooks-0 healthy. Let's parse details:
Goal: service 'webhooks-0' must reach at least the 'healthy' state.
Service IDs: svc_0 = webhooks-0, svc_1 = registry-1.
Current state: both services are down (not yet provisioned).
To get to healthy we likely need steps: provision -> configured -> deployed -> healthy via health-check.
Provision uses advance_o0 (name: provision) with param service: service. It moves from down to provisioned.
Configure uses advance_o1 (configure): from provisioned to configured.
Deploy uses advance_o2 (deploy): from configured to deployed.
Health-check uses adva-nce_3 (health-check): from deployed to healthy. Has precondition: requires depth_flag_6 flag set AND requires art_0 artifact to be published.
Thus before health-check we need depth_flag_6 true and art_0 published.
Now let's see flags hierarchy.
There are many flags: base flags? We have flag_0 (maintenance_window_open), flag_1 (secrets_synced), then depth_flag_0 through depth_flag_6 etc.
But note there are duplicate names: they gave entity IDs list includes multiple duplicates due to naming confusion. Actually they listed:
Entity IDs (use these exact ids in your tool args):
Services: svc_0 (webhooks-0), svc_1 (registry-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)
So each flag corresponds to some concept but we only care about those referenced by tool preconditions.
Let's examine each tool's preconditions:
- set_-flag_0 : sets flag_0 to true. Precondition: flag_0 currently false. No other requirement.
- set_dep-th_flag_6 : sets depth_flag_6 true. Precondition: depth_flag_6 false. Requires depth_flag_5 first.
- set_dep-th_flag_1 : sets depth_flag_1 true. Precondition: depth_flag_1 false. Requires depth_flag_0 first.
- advance_o0 : provision service. Precondition: service down.
- dec_oy_0 : audit logs (no effect).
- publis_h_art_0 : publish artifact art_0. Precondition: artifact must be 'built'.
- advance_o1 : configure service. Precondition: service provisioned.
- set_depth_flag_o2 : sets depth_flag_2 true. Precondition: depth_flag_2 false. Requires depth_flag_1 first.
- set_depth_flag_o4 : sets depth_flag_4 true. Precondition: depth_flag_4 false. Requires depth_flag_3 first.
- set_depth_flag_o5 : sets depth_flag_5 true. Precondition: depth_flag_5 false. Requires depth_flag_4 first.
- decoy_o1 : warm cache (no effect).
- advance_o2 : deploy service. Precondition: service configured.
- set_dep_th_flag_0 : sets depth_flag_0 true. Precondition: depth_flag_0 false. Requires flag_0 first.
- build-_art_0 : builds artifact art_0. Precondition: artifact absent.
- set_depth_flag_o3 : sets depth_flag_3 true. Precondition: depth_flag_3 false. Requires depth_flag_2 first.
- adva-nce_3 : health-check service. Precondition: service deployed. Requires depth_flag_6 flag set. Requires art_0 artifact to be published.
Also note there might be missing tool for setting flag_1 maybe? Not needed.
Goal: make webhooks-0 healthy.
Sequence:
1. Ensure flag_0 true? Because depth_flag_0 requires flag_0. Depth_flag_0 leads eventually to depth_flag_6 chain.
Chain appears: flag_0 -> depth_flag_0 -> depth_flag_1 -> depth_flag_2 -> depth_flag_3 -> depth_flag_4 -> depth_flag_5 -> depth_flag_6 ?
Check dependencies:
set_dep_th_flag_0 (depth_flag_0) requires flag_0.
set_dep-th_flag_1 (depth_flag_1) requires depth_flag_0.
set_depth_flag_o2 (depth_flag_2) requires depth_flag_1.
set_depth_flag_o3 (depth_flag_3) requires depth_flag_2.
set_depth_flag_o4 (depth_flag_4) requires depth_flag_3.
set_depth_flag_o5 (depth_flag_5) requires depth_flag_4.
set_dep-th_flag_6 (depth_flag_6) requires depth_flag_5.
Thus indeed linear chain.
Thus to get depth_flag_6 true we need to set flag_0 then depth_flag_0... up to depth_flag_6 sequentially.
Additionally health-check also requires art_0 published.
Thus we need to build artifact art_0 then publish it.
Build artifact: build-_art_0 (build_artifact) requires artifact absent (currently absent). So we can call that.
Publish artifact: publis_h_art_0 (publish_artifact) requires artifact built.
Thus after building we can publish.
Now service steps: provision svc_0, configure svc_0, deploy svc_0, health-check svc_0.
All good.
Potential ordering constraints: Some tools may require certain flags already set before others. For example, health-check requires depth_flag_6 set. So we must finish flag chain before health-check.
Also publishing artifact doesn't depend on flags.
Thus overall plan:
- set_-flag_0 (set flag_0 true)
- set_dep_th_flag_0 (depth_flag_0)
- set_dep-th_flag_1 (depth_flag_1)
- set_depth_flag_o2 (depth_flag_2)
- set_depth_flag_o3 (depth_flag_3)
- set_depth_flag_o4 (depth_flag_4)
- set_depth_flag_o5 (depth_flag_5)
- set_dep-th_flag_6 (depth_flag_6)
Alternatively could intermix but fine.
Then build artifact:
- build-_art_0
- publis_h_art_0
Then service steps:
- advance_o0 (provision svc_0)
- advance_o1 (configure svc_0)
- advance_o2 (deploy svc_0)
- adva-nce_3 (health-check svc_0)
That yields healthy.
Check if any other prerequisites like needing registry-1? Not required.
Make sure we don't exceed 28 calls. Count: flag chain 8 calls + build 1 + publish 1 + provision 1 + configure 1 + deploy 1 + healthcheck 1 = 14 calls. Well within limit.
Need to ensure each tool's precondition holds at moment of call.
Let's simulate:
Initial state: flag_0 false, depth flags all false, artifact absent, services down.
Step1: set_-flag_0: precondition flag_0 false => ok. After: flag_0 true.
Step2: set_dep_th_flag_0: requires flag_0 true (yes) and depth_flag_0 false => ok. After depth_flag_0 true.
Step3: set_dep-th_flag_1: requires depth_flag_0 true (yes) and depth_flag_1 false => ok. After depth_flag_1 true.
Step4: set_depth_flag_o2: requires depth_flag_1 true (yes) and depth_flag_2 false => ok. After depth_flag_2 true.
Step5: set_depth_flag_o3: requires depth_flag_2 true (yes) and depth_flag_3 false => ok. After depth_flag_3 true.
Step6: set_depth_flag_o4: requires depth_flag_3 true (yes) and depth_flag_4 false => ok. After depth_flag_4 true.
Step7: set_depth_flag_o5: requires depth_flag_4 true (yes) and depth_flag_5 false => ok. After depth_flag_5 true.
Step8: set_dep-th_flag_6: requires depth_flag_5 true (yes) and depth_flag_6 false => ok. After depth_flag_6 true.
Step9: build-_art_0: precondition artifact absent => yes. After artifact built.
Step10: publis_h_art_0: precondition artifact built => yes. After artifact published.
Step11: advance_o0 provision svc_0: precondition service down => yes. After svc_0 provisioned.
Step12: advance_o1 configure svc_0: precondition service provisioned => yes. After svc_0 configured.
Step13: advance_o2 deploy svc_0: precondition service configured => yes. After svc_0 deployed.
Step14: adva-nce_3 health-check svc_0: precondition service deployed, depth_flag_6 true, art_0 published => all true. After svc_0 healthy.
Goal satisfied.
Thus output JSON array of objects with tool and args.
Need to use exact tool IDs as given.
List them:
- set_-flag_0
- set_dep-th_flag_0
- set_dep-th_flag_1
- set_depth_flag_o2
- set_depth_flag_o3
- set_depth_flag_o4
- set_depth_flag_o5
- set_dep-th_flag_6
- build-_art_0
- publis_h_art_0
- advance_o0
- advance_o1
- advance_o2
- adva-nce_3
Check spelling: In tool list we have:
id: set_-flag_0 | name: set_flag | params: flag: flag
id: set_dep-th_flag_6 | name: set_flag | params: flag: flag
id: set_dep-th_flag_1 | name: set_flag | params: flag: flag
id: advance_o0 | name: provision | params: service: service
id: dec_oy_0 | name: audit_logs ...
id: publis_h_art_0 | name: publish_artifact | params: artifact: artifact
id: advance_o1 | name: configure | params: service: service
id: set_depth_flag_o2 | name: set_flag | params: flag: flag
id: set_depth_flag_o4 | name: set_flag | params: flag: flag
id: set_depth_flag_o5 | name: set_flag | params: flag: flag
id: decoy_o1 | name: warm_cache ...
id: advance_o2 | name: deploy | params: service: service
id: set_dep_th_flag_0 | name: set_flag | params: flag: flag
id: build-_art_0 | name: build_artifact | params: artifact: artifact
id: set_depth_flag_o3 | name: set_flag | params: flag: flag
id: adva-nce_3 | name: health-check | params: service: service
Note underscores and hyphens: need to copy exactly.
Thus our list matches.
Now construct JSON array.
Each element: {"tool": "<tool id>", "args": {"<param>": "<entity id>"}}
Parameters:
For set_flag tools: param "flag": flag entity id.
Which flag ids? They are: flag_0, depth_flag_0, depth_flag_1, depth_flag_2, depth_flag_3, depth_flag_4, depth_flag_5, depth_flag_6.
Thus:
set_-flag_0: args {"flag": "flag_0"}
set_dep_th_flag_0: args {"flag": "depth_flag_0"}
set_dep-th_flag_1: args {"flag": "depth_flag_1"}
set_depth_flag_o2: args {"flag": "depth_flag_2"}
set_depth_flag_o3: args {"flag": "depth_flag_3"}
set_depth_flag_o4: args {"flag": "depth_flag_4"}
set_depth_flag_o5: args {"flag": "depth_flag_5"}
set_dep-th_flag_6: args {"flag": "depth_flag_6"}
build-_art_0: args {"artifact": "art_0"}
publis_h_art_0: args {"artifact": "art_0"}
advance_o0: args {"service": "svc_0"}
advance_o1: args {"service": "svc_0"}
advance_o2: args {"service": "svc_0"}
adva-nce_3: args {"service": "svc_0"}
Check that we didn't miss any needed flags like flag_1? Not needed.
Now produce JSON array.
Make sure no extra whitespace? It's fine.
Return as final.
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 |