Record 0f5c1fce8cab4190864ac44ec9a7c33e
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).
- billing-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 (billing-1)
Artifacts: art_0 (release-image), art_1 (db-migration)
Flags: flag_0 (maintenance_window_open), flag_1 (secrets_synced)
TOOL CATALOG:
- 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_flag_0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- id: advance_1 | name: configure | params: service: service
Configure a service, moving it from 'provisioned' to 'configured'. Precondition: the service must currently be 'provisioned'.
- id: advance_0 | name: provision | params: service: service
Provision a service, moving it from 'down' to 'provisioned'. Precondition: the service must currently be 'down'.
- id: decoy_0 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (Has no effect on deployment state.)
- id: decoy_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: publish_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_2 | name: deploy | params: service: service
Deploy a service, moving it from 'configured' to 'deployed'. Precondition: the service must currently be 'configured'.
- id: advance_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.
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":"build_art_0","args":{"artifact":"art_0"}},
{"tool":"publish_art_0","args":{"artifact":"art_0"}},
{"tool":"set_flag_0","args":{"flag":"flag_0"}},
{"tool":"advance_0","args":{"service":"svc_0"}},
{"tool":"advance_1","args":{"service":"svc_0"}},
{"tool":"advance_2","args":{"service":"svc_0"}},
{"tool":"advance_3","args":{"service":"svc_0"}}
]
Reasoning
Model reasoning
We need to produce a JSON array of tool calls that will achieve the goal: service 'notifier-0' must reach at least the 'healthy' state. Use exact entity ids: service svc_0 (notifier-0), svc_1 (billing-1). Artifacts: art_0 (release-image), art_1 (db-migration). Flags: flag_0 (maintenance_window_open), flag_1 (secrets_synced).
Current state: notifier-0 is down (not yet provisioned). billing-1 is down (not yet provisioned). release-image artifact does not exist yet (absent). db-migration artifact does not exist yet (absent). maintenance_window_open flag is off (false). secrets_synced flag is off (false).
Goal: service 'notifier-0' must reach at least the 'healthy' state.
We have tool catalog. Let's map tools and preconditions.
Tools:
- build_art_0: name build_artifact, params: artifact: artifact. Builds art_0 artifact (moves from 'absent' to 'built'). Precondition: artifact must be 'absent'.
- set_flag_0: name set_flag, params: flag: flag. Set flag_0 flag to true. Precondition: it must currently be false.
- advance_1: name configure, params: service: service. Configure a service, moving it from 'provisioned' to 'configured'. Precondition: service must currently be 'provisioned'.
- advance_0: name provision, params: service: service. Provision a service, moving it from 'down' to 'provisioned'. Precondition: service must currently be 'down'.
- decoy_0: audit_logs, params: service: service. No effect.
- decoy_1: warm_cache, params: service: service. No effect.
- publish_art_0: name publish_artifact, params: artifact: artifact. Publish the art_0 artifact (moves it from 'built' to 'published'). Precondition: artifact must be 'built'.
- advance_2: name deploy, params: service: service. Deploy a service, moving it from 'configured' to 'deployed'. Precondition: service must currently be 'configured'.
- advance_3: name health-check, params: service: service. Health-check a service, moving it from 'deployed' to 'healthy'. Precondition: service must currently be 'deployed'. Requires flag_0 flag to be set. Requires the art_0 artifact to be published.
We need to produce a sequence of tool calls that ends with notifier-0 (svc_0) being healthy. That means we need to get it to deployed then health-check.
Sequence steps:
1. Build the release-image artifact (art_0). It is currently absent, so we can call build_art_0 with artifact art_0. That will move it to built.
2. Publish the artifact (publish_art_0) to move from built to published. Precondition: artifact must be built, which we just built.
3. Set flag_0 (maintenance_window_open) to true. Currently false, so we can set_flag_0 with flag flag_0.
4. Provision service svc_0 (notifier-0). It is down, so we can call advance_0 (provision) with service svc_0. That moves it to provisioned.
5. Configure service svc_0. It must be provisioned, which we just did. So call advance_1 (configure) with service svc_0. That moves it to configured.
6. Deploy service svc_0. It must be configured, which we just did. So call advance_2 (deploy) with service svc_0. That moves it to deployed.
7. Health-check service svc_0. It must be deployed, and flag_0 must be set, and art_0 must be published. We have set flag_0 and published art_0, and we just deployed, so we can call advance_3 (health-check) with service svc_0.
That's 7 tool calls. Could also optionally warm cache or audit logs but not needed.
We must ensure we use exact entity ids: service svc_0 (notifier-0). artifact art_0 (release-image). flag flag_0 (maintenance_window_open). Also we might need to reference flag_0 in precondition but not in call; we just need to set it.
The tool calls must be in order, each with tool id and args.
Tool ids are given as:
- build_art_0
- set_flag_0
- advance_1
- advance_0
- advance_2
- advance_3
But also there is publish_art_0 (id: publish_art_0). Actually the catalog lists "publish_art_0 | name: publish_artifact". So tool id is publish_art_0.
Also there is advance_0 (provision), advance_1 (configure), advance_2 (deploy), advance_3 (health-check). So we need to use those ids.
Thus sequence:
1. {"tool":"build_art_0","args":{"artifact":"art_0"}}
2. {"tool":"publish_art_0","args":{"artifact":"art_0"}}
3. {"tool":"set_flag_0","args":{"flag":"flag_0"}}
4. {"tool":"advance_0","args":{"service":"svc_0"}}
5. {"tool":"advance_1","args":{"service":"svc_0"}}
6. {"tool":"advance_2","args":{"service":"svc_0"}}
7. {"tool":"advance_3","args":{"service":"svc_0"}}
Check preconditions:
- build_art_0: artifact must be absent. It is absent initially. Good.
- publish_art_0: artifact must be built. After build_art_0, artifact is built. Good.
- set_flag_0: flag must be false. Initially off (false). Good.
- advance_0: service must be down. svc_0 is down. Good.
- advance_1: service must be provisioned. After advance_0, it becomes provisioned. Good.
- advance_2: service must be configured. After advance_1, it becomes configured. Good.
- advance_3: service must be deployed, flag_0 set, art_0 published. After advance_2, it becomes deployed. flag_0 is set, art_0 is published. Good.
Thus sequence works.
We must output only JSON array of objects, no extra text. Ensure proper JSON formatting: array of objects, each with "tool" and "args". Use double quotes.
Thus final answer:
[
{"tool":"build_art_0","args":{"artifact":"art_0"}},
{"tool":"publish_art_0","args":{"artifact":"art_0"}},
{"tool":"set_flag_0","args":{"flag":"flag_0"}},
{"tool":"advance_0","args":{"service":"svc_0"}},
{"tool":"advance_1","args":{"service":"svc_0"}},
{"tool":"advance_2","args":{"service":"svc_0"}},
{"tool":"advance_3","args":{"service":"svc_0"}}
]
Make sure no trailing commas. Provide exactly that.
Realized dims
| dim | value |
|---|---|
| catalog_size | 9.0 |
| chain_length | 3.0 |
| decoy_count | 2.0 |
| dishonest_decoys_on | 0.0 |
| id_collisions_on | 0.0 |
| 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 | 0.0 |
| 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 |