Record 0afe2a58f0c549bc9f40195056515c1b
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:
- billing-0 is currently down (not yet provisioned).
- webhooks-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 'billing-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (billing-0), svc_1 (webhooks-1)
Artifacts: art_0 (release-image), art_1 (db-migration)
Flags: flag_0 (maintenance_window_open), flag_1 (secrets_synced)
TOOL CATALOG:
- 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_0 | name: provision | params: service: service
Provision a service, moving it from 'down' to 'provisioned'. Precondition: the service must currently be 'down'.
- id: set_flag_0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- 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: 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_1 | name: configure | params: service: service
Configure a service, moving it from 'provisioned' to 'configured'. Precondition: the service must currently be 'provisioned'.
- 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.
- 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: 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'.
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 'billing-0' must reach at least the 'healthy' state. Use exact entity IDs: services svc_0 (billing-0), svc_1 (webhooks-1); artifacts art_0 (release-image), art_1 (db-migration); flags flag_0 (maintenance_window_open), flag_1 (secrets_synced).
Current state:
- billing-0 is down (not yet provisioned). So service svc_0 is down.
- webhooks-1 is down (not yet provisioned). So svc_1 is down.
- 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 'billing-0' must reach at least the 'healthy' state.
We need to produce a plan using allowed tools, respecting preconditions.
Tool catalog:
- publish_art_0: publish_artifact, params: artifact: artifact. Moves art_0 from 'built' to 'published'. Precondition: artifact must be 'built'.
- advance_0: provision, params: service: service. Moves service from 'down' to 'provisioned'. Precondition: service must currently be 'down'.
- set_flag_0: set_flag, params: flag: flag. Set flag_0 flag to true. Precondition: it must currently be false.
- decoy_0: audit_logs, params: service: service. Read-only, no effect.
- advance_2: deploy, params: service: service. Moves service from 'configured' to 'deployed'. Precondition: service must currently be 'configured'.
- advance_1: configure, params: service: service. Moves service from 'provisioned' to 'configured'. Precondition: service must currently be 'provisioned'.
- advance_3: health-check, params: service: service. Moves service from 'deployed' to 'healthy'. Precondition: service must currently be 'deployed'. Requires flag_0 flag to be set. Requires art_0 artifact to be published.
- decoy_1: warm_cache, params: service: service. No effect.
- build_art_0: build_artifact, params: artifact: artifact. Builds art_0, moving from 'absent' to 'built'. Precondition: artifact must be 'absent'.
We can use at most 14 tool calls.
We need to produce a sequence that ends with billing-0 being healthy. That requires it to be deployed, then health-checked, which requires flag_0 set to true, and art_0 published. Also need to build artifact first (since it's absent). Then publish artifact (needs built). Then configure service (needs provisioned). Then deploy (needs configured). Then health-check (needs deployed, flag_0 true, artifact published). Also need to set flag_0 true (precondition currently false). Also need to maybe provision service (down to provisioned). Then configure (provisioned to configured). Then deploy (configured to deployed). Then health-check (deployed to healthy). Also need to ensure artifact built and published before health-check.
We also have other services and artifacts but not needed maybe.
We need to output JSON array of tool calls with tool id and args.
Tool IDs: publish_art_0, advance_0, set_flag_0, decoy_0, advance_2, advance_1, advance_3, decoy_1, build_art_0.
We need to use exact entity IDs: artifact: art_0; service: svc_0; flag: flag_0.
We need to respect preconditions at each step.
Let's outline steps:
1. build_art_0: artifact art_0 (currently absent). Precondition: artifact must be 'absent' (true). So we can call build_art_0 with artifact: art_0.
2. publish_art_0: after build, artifact is built. Precondition: artifact must be 'built' (true). So call publish_art_0 with artifact: art_0.
3. set_flag_0: currently flag_0 is false, precondition: must be false. So we can set_flag_0 with flag: flag_0.
4. provision service svc_0: currently down, precondition: service must be down. So call advance_0 with service: svc_0.
5. configure service svc_0: now provisioned, precondition: service must be provisioned. So call advance_1 with service: svc_0.
6. deploy service svc_0: now configured, precondition: service must be configured. So call advance_2 with service: svc_0.
7. health-check service svc_0: now deployed, precondition: service must be deployed, flag_0 must be set (true), art_0 must be published. All satisfied. So call advance_3 with service: svc_0.
That's 7 tool calls. Could also include decoy calls but not needed.
We must ensure we use correct tool IDs: advance_0 is provision, advance_1 is configure, advance_2 is deploy, advance_3 is health-check, build_art_0 is build_artifact, publish_art_0 is publish_artifact, set_flag_0 is set_flag.
Check tool IDs: In catalog:
- id: publish_art_0 | name: publish_artifact | params: artifact: artifact
- id: advance_0 | name: provision | params: service: service
- id: set_flag_0 | name: set_flag | params: flag: flag
- id: advance_2 | name: deploy | params: service: service
- id: advance_1 | name: configure | params: service: service
- id: advance_3 | name: health-check | params: service: service
- id: build_art_0 | name: build_artifact | params: artifact: artifact
Thus we will produce JSON array of objects:
[
{"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"}}
]
Check that each tool ID matches exactly as given: "publish_art_0", "advance_0", "set_flag_0", "advance_1", "advance_2", "advance_3", "build_art_0". Yes.
Make sure we use correct param names: artifact, service, flag.
The args object must have keys exactly as parameter names: artifact, service, flag.
Thus:
- build_art_0: {"artifact":"art_0"}
- publish_art_0: {"artifact":"art_0"}
- set_flag_0: {"flag":"flag_0"}
- advance_0: {"service":"svc_0"}
- advance_1: {"service":"svc_0"}
- advance_2: {"service":"svc_0"}
- advance_3: {"service":"svc_0"}
All good.
We must output only JSON array, no extra text.
Thus final answer is the 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 | 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 |