Record ae9645787dd84de98779161464d8dc0c
PASSVerdict and provenance first; raw prompt/response/reasoning below, collapsed.
✓PASSanswered "[{"tool":"advance_o0","args":{"service":"svc_0"}},{"tool":"adva-nce_1","args"..."
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:
- cache-0 is currently down (not yet provisioned).
- reporting-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 'cache-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (cache-0), svc_1 (reporting-1)
Artifacts: art_0 (release-image), art_1 (db-migration)
Flags: flag_0 (maintenance_window_open), flag_1 (secrets_synced)
TOOL CATALOG:
- 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_1 | name: configure | params: service: service
Configure a service, moving it from 'provisioned' to 'configured'. Precondition: the service must currently be 'provisioned'.
- 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: 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_flag_0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- id: advance_o3 | 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: advance_o0 | name: provision | params: service: service
Provision a service, moving it from 'down' to 'provisioned'. Precondition: the service must currently be 'down'.
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":"advance_o0","args":{"service":"svc_0"}},{"tool":"adva-nce_1","args":{"service":"svc_0"}},{"tool":"advance_o2","args":{"service":"svc_0"}},{"tool":"build-_art_0","args":{"artifact":"art_0"}},{"tool":"publis_h_art_0","args":{"artifact":"art_0"}},{"tool":"set_flag_0","args":{"flag":"flag_0"}},{"tool":"advance_o3","args":{"service":"svc_0"}}]
Reasoning
Model reasoning
We need to produce a JSON array of tool calls that will achieve the goal: service 'cache-0' must reach at least the 'healthy' state. Entity IDs: services svc_0 (cache-0), svc_1 (reporting-1); artifacts art_0 (release-image), art_1 (db-migration); flags flag_0 (maintenance_window_open), flag_1 (secrets_synced).
Current state:
- cache-0 is down (not provisioned). So service svc_0 is down.
- reporting-1 is down (not 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 'cache-0' must reach at least the 'healthy' state.
We need to produce a plan using at most 14 tool calls, each with correct precondition satisfied at the moment of call.
We need to output only JSON array of tool calls, each object with "tool": "<tool id>", "args": {...}. No extra text.
We need to consider the tool catalog:
- 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). No effect.
- 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_1 | name: configure | params: service: service
Configure a service, moving it from 'provisioned' to 'configured'. Precondition: the service must currently be 'provisioned'.
- 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: dec_oy_1 | name: warm_cache | params: service: service
Warm the cache for a service (best-effort, no state change). No effect.
- 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_o3 | 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: advance_o0 | name: provision | params: service: service
Provision a service, moving it from 'down' to 'provisioned'. Precondition: the service must currently be 'down'.
We need to achieve 'healthy' state for cache-0 (svc_0). To get healthy, we need to deploy it (advance_o2) then health-check (advance_o3). But health-check requires service to be deployed, flag_0 set to true, and art_0 artifact published.
Thus we need to:
1. Provision svc_0 (down -> provisioned). Use advance_o0 with service svc_0.
2. Configure svc_0 (provisioned -> configured). Use configure with service svc_0. But configure precondition: service must currently be provisioned. After provision, it is provisioned, so okay.
3. Deploy svc_0 (configured -> deployed). Use deploy with service svc_0.
4. Publish artifact art_0 (release-image). But we need to build it first (build_artifact) then publish. Build artifact precondition: artifact must be absent. It is absent currently, so we can build. Then publish precondition: artifact must be built. So after building, we can publish.
5. Set flag_0 (maintenance_window_open) to true. Precondition: currently false. So we can set_flag_0.
6. Health-check svc_0 (deployed -> healthy). Precondition: service deployed, flag_0 set, art_0 published. So after steps above, we can health-check.
Potentially also need to ensure other preconditions like secrets_synced? Not required for health-check. Only flag_0 and art_0 published.
We also might need to provision reporting-1? Not required for goal, but maybe needed for other steps? Not needed.
We also need to ensure we don't violate any preconditions for other tool calls. The plan must be a sequence of tool calls that respects preconditions at each step.
We need to output at most 14 calls. Let's count needed calls:
- provision svc_0 (advance_o0)
- configure svc_0 (adva-nce_1)
- deploy svc_0 (advance_o2)
- build_artifact art_0 (build-_art_0)
- publish_artifact art_0 (publis_h_art_0)
- set_flag_0 (set_flag_0)
- health-check svc_0 (advance_o3)
That's 7 calls. Possibly also need to audit logs? Not needed. Warm_cache? Not needed.
But we must ensure that the artifact build and publish happen before health-check, and flag set before health-check.
Sequence:
1. advance_o0 (provision) svc_0
2. adva-nce_1 (configure) svc_0
3. advance_o2 (deploy) svc_0
4. build-_art_0 (build_artifact) artifact art_0
5. publis_h_art_0 (publish_artifact) artifact art_0
6. set_flag_0 (set_flag) flag flag_0
7. advance_o3 (health-check) service svc_0
Check preconditions:
- Step 1: provision precondition: service must be down. It is down. OK.
- Step 2: configure precondition: service must be provisioned. After step 1, it is provisioned. OK.
- Step 3: deploy precondition: service must be configured. After step 2, it is configured. OK.
- Step 4: build_artifact precondition: artifact must be absent. It is absent. OK.
- Step 5: publish_artifact precondition: artifact must be built. After step 4, it is built. OK.
- Step 6: set_flag_0 precondition: flag must be false. It is false initially. OK.
- Step 7: health-check precondition: service must be deployed (yes after step 3). flag_0 must be set (yes after step 6). art_0 must be published (yes after step 5). All satisfied.
Thus sequence works.
We need to output JSON array of objects with "tool": "<tool id>", "args": {...}. The tool IDs are given as:
- publish_artifact id: publis_h_art_0
- audit_logs id: dec-oy_0 (not used)
- build_artifact id: build-_art_0 (note the id includes hyphens? It is "build-_art_0"? The catalog shows id: build-_art_0 | name: build_artifact | params: artifact: artifact. So the id is "build-_art_0". Must use that exact string.
- configure id: adva-nce_1
- deploy id: advance_o2
- set_flag id: set_flag_0
- health-check id: advance_o3
- provision id: advance_o0
Thus we need to output JSON array with these ids.
The args mapping:
- For publish_artifact: artifact: artifact (the entity ID). So args: {"artifact": "art_0"}.
- For build_artifact: artifact: artifact => {"artifact": "art_0"}.
- For configure: service: service => {"service": "svc_0"}.
- For deploy: service: service => {"service": "svc_0"}.
- For set_flag_0: flag: flag => {"flag": "flag_0"}.
- For health-check: service: service => {"service": "svc_0"}.
- For provision: service: service => {"service": "svc_0"}.
Thus the JSON array:
[
{"tool":"advance_o0","args":{"service":"svc_0"}},
{"tool":"adva-nce_1","args":{"service":"svc_0"}},
{"tool":"advance_o2","args":{"service":"svc_0"}},
{"tool":"build-_art_0","args":{"artifact":"art_0"}},
{"tool":"publis_h_art_0","args":{"artifact":"art_0"}},
{"tool":"set_flag_0","args":{"flag":"flag_0"}},
{"tool":"advance_o3","args":{"service":"svc_0"}}
]
Check that we used correct ids: "advance_o0" is provision, "adva-nce_1" is configure, "advance_o2" is deploy, "build-_art_0" is build_artifact, "publis_h_art_0" is publish_artifact, "set_flag_0" is set_flag, "advance_o3" is health-check.
Make sure no extra whitespace or line breaks? The instruction says output only a JSON array of tool calls. Probably can include line breaks but it's still JSON. Safer to output as a single line array.
Thus final answer: a JSON array as described.
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 |