Record ad71db04eb404a929da8884da675c0ca
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:
- gateway-0 is currently down (not yet provisioned).
- search-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 'gateway-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (gateway-0), svc_1 (search-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_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_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_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: advance_o2 | name: deploy | params: service: service
Deploy a service, moving it from 'configured' to 'deployed'. Precondition: the service must currently be 'configured'.
- 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_0 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (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: 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_-flag_0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- 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: advance_o0 | 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_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: 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_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: 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_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_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_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: 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: 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.
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_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_depth_flag_o5","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":"set_depth_flag_o9","args":{"flag":"depth_flag_9"}},
{"tool":"set_dep-th_flag_10","args":{"flag":"depth_flag_10"}},
{"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 service gateway-0 reaching healthy state.
Goal: service 'gateway-0' must reach at least the 'healthy' state.
Current state: all services are down? Actually we have only info about gateway-0 down, search-1 down. No other states given but likely they start as down. We'll assume both are down initially.
To get service to healthy, we need:
Provision -> configured -> deployed -> healthy via health-check.
Preconditions:
- provision: service must be down. So we can call advance_o0 with service=svc_0 (gateway-0) after ensuring it's down (it is).
- configure: service must be provisioned. After provision, service becomes provisioned.
- deploy: service must be configured.
- health-check: service must be deployed, requires depth_flag_10 flag set, and artifact art_0 published.
Thus before health-check we need depth_flag_10 true, and artifact art_0 published.
Also need to ensure artifact built then published.
Artifact states: release-image absent initially. Need to build then publish.
Build artifact: build-_art_0 (build_artifact) precondition: artifact absent. Then publishes: publis_h_art_0 (publish_artifact) precondition: artifact built.
Now flags: many depth flags chain dependencies.
Let's list depth flags and their prerequisites based on tool definitions:
- set_depth_flag_o0: sets depth_flag_0 true, requires flag_0 first.
- set_dep-th_flag_1: sets depth_flag_1 true, requires depth_flag_0 first.
- set_depth_flag_o2: sets depth_flag_2 true, requires depth_flag_1 first.
- set_dep-th_flag_3: sets depth_flag_3 true, requires depth_flag_2 first.
- set_depth_flag_o4: sets depth_flag_4 true, requires depth_flag_3 first.
- set_depth_flag_o5: sets depth_flag_5 true, requires depth_flag_4 first.
- set_dep_th_flag_6: sets depth_flag_6 true, requires depth_flag_5 first.
- set_depth_flag_o7: sets depth_flag_7 true, requires depth_flag_6 first.
- set_depth_flag_o8: sets depth_flag_8 true, requires depth_flag_7 first.
- set_depth_flag_o9: sets depth_flag_9 true, requires depth_flag_8 first.
- set_dep-th_flag_10: sets depth_flag_10 true, requires depth_flag_9 first.
Additionally there is set_-flag_0 which sets flag_0 (maintenance_window_open?) Actually flag_0 corresponds to maintenance_window_open per entity IDs: flag_0 (maintenance_window_open). There's also duplicate entries for depth_flag_3 etc referencing same underlying flag? But anyway.
So to get depth_flag_10 true we need to set flag_0 true first, then sequentially set depth flags 0 through 10 each requiring previous.
Thus steps:
1. set_-flag_0 (set flag_0 true). Precondition: flag_0 currently false (it is). No other requirement.
Then we can set depth_flag_0 via set_depth_flag_o0 (requires flag_0). Good.
Then set depth_flag_1 via set_dep-th_flag_1 (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_depth_flag_o5 (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).
Then depth_flag_9 via set_depth_flag_o9 (requires depth_flag_8).
Then depth_flag_10 via set_dep-th_flag_10 (requires depth_flag_9).
After that we have depth_flag_10 true.
Now we need artifact built and published.
Steps:
- build-_art_0 (build_artifact) precondition: artifact absent (true). After building, artifact becomes built.
- publis_h_art_0 (publish_artifact) precondition: artifact built.
Now we have artifact published.
Now we need to provision, configure, deploy, health-check service svc_0.
But note: health-check requires depth_flag_10 set and artifact published. Both will be satisfied if we do those before health-check.
Order: we could do provisioning steps before or after flags/artifact; doesn't matter as long as preconditions satisfied.
Provision: advance_o0 (provision) service svc_0 (needs down). It is down initially.
Configure: advance_o1 (configure) service svc_0 (needs provisioned). After provision, it's provisioned.
Deploy: advance_o2 (deploy) service svc_0 (needs configured). After configure, it's configured.
Health-check: adva_nce_3 (health-check) service svc_0 (needs deployed, depth_flag_10 true, artifact published). After deploy, it's deployed.
Thus final state healthy.
Check that we haven't missed any other flags like maintenance_window_open etc. Not needed for health-check.
Potential issue: Some tools have weird names with hyphens etc. Must use exact tool IDs as given.
List of tool IDs:
- set_-flag_0 (note: starts with set_-flag_0). The ID includes a hyphen after set? Actually "set_-flag_0". We'll need to output exactly that string.
- set_depth_flag_o0
- set_dep-th_flag_1
- set_depth_flag_o2
- set_dep-th_flag_3
- set_depth_flag_o4
- set_depth_flag_o5
- set_dep_th_flag_6
- set_depth_flag_o7
- set_depth_flag_o8
- set_depth_flag_o9
- set_dep-th_flag_10
- build-_art_0
- publis_h_art_0
- advance_o0
- advance_o1
- advance_o2
- adva_nce_3
Make sure to use correct IDs.
Now construct JSON array of objects with "tool" and "args".
Args: For set_flag tools, param "flag": flag entity id? The tool expects flag: flag (the flag entity). Which flag entity to pass? According to entity IDs: 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_... Wait mapping seems off but we just need to pass the appropriate flag entity ID corresponding to the flag being set.
The tool description: "Set the depth_flag_6 flag to true." etc. So the tool's flag parameter expects the flag entity ID (like depth_flag_6). Similarly set_-flag_0 expects flag_0.
Thus for each set_flag tool we need to pass the specific flag entity.
Examples:
- set_-flag_0: args {"flag": "flag_0"}
- set_depth_flag_o0: sets depth_flag_0, args {"flag": "depth_flag_0"}
- set_dep-th_flag_1: sets depth_flag_1, args {"flag": "depth_flag_1"}
- set_depth_flag_o2: sets depth_flag_2, args {"flag": "depth_flag_2"}
- set_dep-th_flag_3: sets depth_flag_3, args {"flag": "depth_flag_3"}
- set_depth_flag_o4: sets depth_flag_4, args {"flag": "depth_flag_4"}
- set_depth_flag_o5: sets depth_flag_5, args {"flag": "depth_flag_5"}
- set_dep_th_flag_6: sets depth_flag_6, args {"flag": "depth_flag_6"}
- set_depth_flag_o7: sets depth_flag_7, args {"flag": "depth_flag_7"}
- set_depth_flag_o8: sets depth_flag_8, args {"flag": "depth_flag_8"}
- set_depth_flag_o9: sets depth_flag_9, args {"flag": "depth_flag_9"}
- set_dep-th_flag_10: sets depth_flag_10, args {"flag": "depth_flag_10"}
For build and publish artifacts:
- build-_art_0: args {"artifact": "art_0"} (release-image)
- publis_h_art_0: args {"artifact": "art_0"}
For service tools:
- advance_o0: args {"service": "svc_0"} (gateway-0)
- advance_o1: args {"service": "svc_0"}
- advance_o2: args {"service": "svc_0"}
- adva_nce_3: args {"service": "svc_0"}
Now check preconditions for each step in order.
Initial state:
- flag_0 false
- depth_flag_0 false
- depth_flag_1 false
...
- artifact absent
- services down
Step1: set_-flag_0: precondition flag_0 false => ok. After, flag_0 true.
Step2: set_depth_flag_o0: precondition depth_flag_0 false and requires flag_0 true => ok. After depth_flag_0 true.
Step3: set_dep-th_flag_1: precondition depth_flag_1 false and requires depth_flag_0 true => ok.
Step4: set_depth_flag_o2: requires depth_flag_1 true => ok.
Step5: set_dep-th_flag_3: requires depth_flag_2 true => ok.
Step6: set_depth_flag_o4: requires depth_flag_3 true => ok.
Step7: set_depth_flag_o5: requires depth_flag_4 true => ok.
Step8: set_dep_th_flag_6: requires depth_flag_5 true => ok.
Step9: set_depth_flag_o7: requires depth_flag_6 true => ok.
Step10: set_depth_flag_o8: requires depth_flag_7 true => ok.
Step11: set_depth_flag_o9: requires depth_flag_8 true => ok.
Step12: set_dep-th_flag_10: requires depth_flag_9 true => ok.
Now depth_flag_10 true.
Step13: build-_art_0: precondition artifact absent => ok. After artifact built.
Step14: publis_h_art_0: precondition artifact built => ok. After artifact published.
Step15: advance_o0 (provision): precondition service down => svc_0 down => ok. After provisioned.
Step16: advance_o1 (configure): precondition service provisioned => ok. After configured.
Step17: advance_o2 (deploy): precondition service configured => ok. After deployed.
Step18: adva_nce_3 (health-check): precondition service deployed, depth_flag_10 true, artifact published => all true. After healthy.
Goal satisfied.
We used 18 tool calls, within limit 36.
Now output JSON array.
Need to ensure proper escaping of IDs with hyphens etc. JSON strings can contain hyphens fine.
Let's craft.
Array:
[
{"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_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_depth_flag_o5","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":"set_depth_flag_o9","args":{"flag":"depth_flag_9"}},
{"tool":"set_dep-th_flag_10","args":{"flag":"depth_flag_10"}},
{"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"}}
]
Double-check spelling of each tool ID exactly as given:
From list:
- set_-flag_0 (yes)
- set_depth_flag_o0 (yes)
- set_dep-th_flag_1 (yes)
- set_depth_flag_o2 (yes)
- set_dep-th_flag_3 (yes)
- set_depth_flag_o4 (yes)
- set_depth_flag_o5 (yes)
- set_dep_th_flag_6 (yes)
- set_depth_flag_o7 (yes)
- set_depth_flag_o8 (yes)
- set_depth_flag_o9 (yes)
- set_dep-th_flag_10 (yes)
- build-_art_0 (yes)
- publis_h_art_0 (yes)
- advance_o0 (yes)
- advance_o1 (yes)
- advance_o2 (yes)
- adva_nce_3 (yes)
All good.
Now output as 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 |