Record fbc7068cc342436bb519491bed651c3e
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:
- notifier-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.
GOAL (all conditions must hold at the end):
- service 'notifier-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (notifier-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)
TOOL CATALOG:
- 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: 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 flag_0 flag to be set. Requires the art_0 artifact to be published.
- 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: 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: advance_o1 | name: configure | params: service: service
Configure a service, moving it from 'provisioned' to 'configured'. Precondition: the service must currently be 'provisioned'.
- 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: 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'.
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 14 tool calls.
Response
[
{"tool":"adva-nce_0","args":{"service":"svc_0"}},
{"tool":"advance_o1","args":{"service":"svc_0"}},
{"tool":"adva_nce_2","args":{"service":"svc_0"}},
{"tool":"build-_art_0","args":{"artifact":"art_0"}},
{"tool":"publis_h_art_0","args":{"artifact":"art_0"}},
{"tool":"set_flag_o0","args":{"flag":"flag_0"}},
{"tool":"adva-nce_3","args":{"service":"svc_0"}}
]
Reasoning
Model reasoning
We need to produce a sequence of tool calls leading to notifier-0 healthy.
Goal: service 'notifier-0' (svc_0) must be at least healthy.
Current state:
- notifier-0 is down.
- auth-api-1 is down.
- release-image artifact absent.
- db-migration artifact absent.
- maintenance_window_open flag off.
- secrets_synced flag off.
We have services: svc_0 (notifier-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).
Tools list with IDs and names:
Let's map each tool ID to its function:
- adva-nce_0: provision (service): moves from down -> provisioned. Precondition: service down.
- adva-nce_3: health-check (service): moves from deployed -> healthy. Precondition: service deployed. Requires flag_0 set. Requires art_0 artifact published.
- decoy_o1: warm_cache (service): best effort, no state change.
- set_flag_o0: set_flag (flag): sets flag_0 to true? Actually description says "Set the flag_0 flag to true." But param is flag: flag. So we can set either flag? It likely sets given flag to true. Precondition: flag must currently be false.
- adva_nce_2: deploy (service): moves configured -> deployed. Precondition: service configured.
- advance_o1: configure (service): moves provisioned -> configured. Precondition: service provisioned.
- dec-oy_0: audit_logs (service): read only.
- build-_art_0: build_artifact (artifact): builds art_0 (absent -> built). Precondition: artifact absent.
- publis_h_art_0: publish_artifact (artifact): publishes art_0 (built -> published). Precondition: artifact built.
Note there is no tool for building/publishing art_1 (db-migration). Not needed maybe.
Goal requires notifier-0 healthy. To get there, we need to provision, configure, deploy, then health-check.
Health-check also requires flag_0 set (maintenance_window_open) and art_0 published.
Thus steps:
1. Provision svc_0 (adva-nce_0) - precondition down satisfied.
2. Configure svc_0 (advance_o1) - after provisioned.
3. Deploy svc_0 (adva_nce_2) - after configured.
Now we need flag_0 set and art_0 published before health-check.
So we need to:
- Build art_0 (build-_art_0) - precondition absent.
- Publish art_0 (publis_h_art_0) - after built.
- Set flag_0 (set_flag_o0) - precondition false.
Then health-check svc_0 (adva-nce_3) - precondition deployed, flag_0 true, art_0 published.
All good.
Potential ordering: We could do build/publish before or after service steps as long as preconditions satisfied. No dependencies between service steps and artifact steps except health-check needs both.
Thus final sequence length: provision, configure, deploy, build artifact, publish artifact, set flag, health-check = 7 calls.
Check if any other constraints: There's also auth-api-1 down but irrelevant.
Make sure we use correct tool IDs exactly as given.
List them:
- provision: "adva-nce_0"
- configure: "advance_o1"
- deploy: "adva_nce_2"
- build_artifact: "build-_art_0"
- publish_artifact: "publis_h_art_0"
- set_flag: "set_flag_o0"
- health-check: "adva-nce_3"
Need to ensure hyphens and underscores exactly.
Now construct JSON array:
[
{"tool":"adva-nce_0","args":{"service":"svc_0"}},
{"tool":"advance_o1","args":{"service":"svc_0"}},
{"tool":"adva_nce_2","args":{"service":"svc_0"}},
{"tool":"build-_art_0","args":{"artifact":"art_0"}},
{"tool":"publis_h_art_0","args":{"artifact":"art_0"}},
{"tool":"set_flag_o0","args":{"flag":"flag_0"}},
{"tool":"adva-nce_3","args":{"service":"svc_0"}}
]
Check preconditions at each step:
Start: svc_0 down, art_0 absent, flag_0 false.
Step1 provision: ok -> svc_0 provisioned.
Step2 configure: precondition provisioned -> ok -> svc_0 configured.
Step3 deploy: precondition configured -> ok -> svc_0 deployed.
Step4 build artifact: precondition absent -> ok -> art_0 built.
Step5 publish artifact: precondition built -> ok -> art_0 published.
Step6 set flag: precondition false -> ok -> flag_0 true.
Step7 health-check: precondition deployed, flag_0 true, art_0 published -> ok -> svc_0 healthy.
Goal satisfied.
We used 7 calls (<14). Output only JSON array.
Realized dims
| dim | value |
|---|---|
| catalog_size | 9.0 |
| chain_length | 3.0 |
| 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 | 7.0 |
| 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 | 4.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |