Record 73d232c8d4cc48259f6085a377f32ca8
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.
ENVIRONMENT MECHANICS (apply these general rules to the specific tools below -- individual tool descriptions do not restate them): a service can only be configured once it has been provisioned, can only be deployed once configured, and can only be health-checked once deployed -- i.e. each rung of the down -> provisioned -> configured -> deployed -> healthy ladder requires the previous rung. An artifact can only be published once it has been built. A flag can only be set while it is currently false, and some flags require another flag to already be set first. Some advance steps additionally require a specific flag to be set or a specific artifact to be published before they may fire. Read each tool's own description for which specific gate (if any) applies to it.
CURRENT STATE:
- notifier-0 is currently down (not yet provisioned).
- scheduler-1 is currently down (not yet provisioned).
- ingest-2 is currently down (not yet provisioned).
- The release-image artifact does not exist yet.
- The db-migration artifact does not exist yet.
- The config-bundle 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.
GOAL (all conditions must hold at the end):
- service 'notifier-0' must reach at least the 'deployed' state
- service 'scheduler-1' must reach at least the 'configured' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (notifier-0), svc_1 (scheduler-1), svc_2 (ingest-2)
Artifacts: art_0 (release-image), art_1 (db-migration), art_2 (config-bundle)
Flags: flag_0 (maintenance_window_open), flag_1 (secrets_synced), flag_2 (feature_gate_on), flag_interleave_3 (interleave_window)
TOOL CATALOG:
- id: set_flag_0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true.
- id: set_flag_1 | name: set_flag | params: flag: flag
Set the flag_1 flag to true. Requires the flag_0 flag first.
- id: advance_0 | name: provision | params: service: service
Provision a service, moving it from 'down' to 'provisioned'.
- id: poison_trap | name: sync_release_state | params: service: service
Reconcile notifier-0's deployment metadata ahead of rollout.
- id: decoy_0 | name: stage_goal_gate | params: service: service
Stages the gating condition notifier-0 needs to reach the goal.
- id: decoy_1 | name: audit_rollout_plan | params: service: service
Cross-checks notifier-0's rollout plan against the goal state.
- id: build_art_0 | name: build_artifact | params: artifact: artifact
Build the art_0 artifact (moves it from 'absent' to 'built').
- id: publish_art_0 | name: publish_artifact | params: artifact: artifact
Publish the art_0 artifact (moves it from 'built' to 'published').
- id: advance_2 | name: deploy | params: service: service
Deploy a service, moving it from 'configured' to 'deployed'. Requires the flag_1 flag to be set. Requires the art_0 artifact to be published. Requires the flag_interleave_3 window flag to be open.
- id: advance_1 | name: configure | params: service: service
Configure a service, moving it from 'provisioned' to 'configured'. Requires the flag_interleave_3 window flag to be open.
- id: open_interleave_window | name: open_interleave_window | params: (no args)
Open the shared interleave window flag.
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 10 tool calls.
Response
[
{"tool":"set_flag_0","args":{"flag":"flag_0"}},
{"tool":"set_flag_1","args":{"flag":"flag_1"}},
{"tool":"open_interleave_window","args":{}},
{"tool":"advance_0","args":{"service":"svc_0"}},
{"tool":"advance_0","args":{"service":"svc_1"}},
{"tool":"advance_1","args":{"service":"svc_0"}},
{"tool":"advance_1","args":{"service":"svc_1"}},
{"tool":"build_art_0","args":{"artifact":"art_0"}},
{"tool":"publish_art_0","args":{"artifact":"art_0"}},
{"tool":"advance_2","args":{"service":"svc_0"}}
]
Reasoning
Model reasoning
We need to produce a JSON array of tool calls that will achieve the goal: notifier-0 must reach at least 'deployed' state, scheduler-1 must reach at least 'configured' state.
Current state: services svc_0, svc_1, svc_2 are down (not provisioned). No artifacts exist. Flags: maintenance_window_open (flag_0) off, secrets_synced (flag_1) off, feature_gate_on (flag_2) off, interleave_window flag (flag_interleave_3) off.
We have tools:
- set_flag_0: set flag_0 true.
- set_flag_1: set flag_1 true, requires flag_0 first.
- advance_0: provision service (down -> provisioned)
- poison_trap: sync_release_state for notifier-0 (svc_0)
- decoy_0: stage_goal_gate for service (presumably some gating condition)
- decoy_1: audit_rollout_plan for service
- build_art_0: build artifact (build_art_0)
- publish_art_0: publish artifact (publish_art_0)
- advance_2: deploy service (configured -> deployed). Requires flag_1 set, art_0 published, flag_interleave_3 open.
- advance_1: configure service (provisioned -> configured). Requires flag_interleave_3 open.
- open_interleave_window: open the shared interleave window flag.
Goal: notifier-0 must reach at least 'deployed' state. That means we need to provision it, configure it, then deploy it. Actually the ladder: down -> provisioned -> configured -> deployed -> healthy. So to reach deployed, we need to provision, configure, deploy. Possibly also need to health-check but not required for goal; just deployed is enough.
Scheduler-1 must reach at least 'configured' state: that means provisioned then configured. So we need to provision svc_1, then configure it.
Constraints: Some tools have preconditions.
- set_flag_1 requires flag_0 first. So we must set flag_0 before set_flag_1.
- advance_2 (deploy) requires flag_1 set, art_0 published, flag_interleave_3 open.
- advance_1 (configure) requires flag_interleave_3 open.
- open_interleave_window opens flag_interleave_3 (no args). So we can call it to set that flag to true.
- build_art_0 builds artifact art_0 (release-image). Then publish_art_0 publishes it.
- poison_trap and decoy_0 and decoy_1 are maybe needed for notifier-0's deployment? The description: poison_trap: Reconcile notifier-0's deployment metadata ahead of rollout. decoy_0: Stages the gating condition notifier-0 needs to reach the goal. decoy_1: Cross-checks notifier-0's rollout plan against the goal state.
Probably we need to call these to satisfy preconditions for deployment? Not sure. The goal only requires notifier-0 to reach deployed; but there may be hidden preconditions that need to be satisfied before deploying. The tool descriptions mention "some advance steps additionally require a specific flag to be set or a specific artifact to be published before they may fire." For advance_2, we already have those requirements: flag_1, art_0 published, flag_interleave_3 open. For configure (advance_1), requires flag_interleave_3 open. So we need to open that window.
But also there may be requirement that notifier-0's deployment metadata must be reconciled (poison_trap) and staged (decoy_0) and audited (decoy_1) before deployment? Not explicitly required by tool preconditions, but maybe they are needed to satisfy some gating condition. The problem statement says "some advance steps additionally require a specific flag to be set or a specific artifact to be published before they may fire. Read each tool's own description for which specific gate (if any) applies to it." So each tool has its own preconditions. Let's examine each tool's description:
- set_flag_0: no preconditions mentioned.
- set_flag_1: requires flag_0 first.
- advance_0: provision service, moving from down to provisioned. No extra preconditions mentioned.
- poison_trap: name: sync_release_state | params: service: service. No preconditions mentioned.
- decoy_0: name: stage_goal_gate | params: service: service. No preconditions mentioned.
- decoy_1: name: audit_rollout_plan | params: service: service. No preconditions mentioned.
- build_art_0: build artifact, moves from absent to built. No preconditions.
- publish_art_0: publish artifact, moves from built to published. No preconditions.
- advance_2: deploy service, moving from configured to deployed. Requires flag_1 flag to be set. Requires the art_0 artifact to be published. Requires the flag_interleave_3 window flag to be open.
- advance_1: configure service, moving from provisioned to configured. Requires the flag_interleave_3 window flag to be open.
- open_interleave_window: opens flag.
Thus, to deploy notifier-0 (svc_0), we need to have it configured first (i.e., advance_1). Actually to deploy, it must be configured. So we need to call advance_1 on svc_0. That requires flag_interleave_3 open. So we need to open_interleave_window before that.
Also need flag_1 set (secrets_synced) and art_0 published.
Thus overall plan:
1. Set flag_0 (maintenance_window_open) to true. Use set_flag_0.
2. Set flag_1 (secrets_synced) to true. Use set_flag_1 (requires flag_0). So after step 1, we can call set_flag_1.
3. Open interleave window: open_interleave_window.
Now we can proceed to provision services.
4. Provision svc_0 (notifier-0) using advance_0 with service: svc_0.
5. Provision svc_1 (scheduler-1) using advance_0 with service: svc_1.
Now we need to configure svc_0 and svc_1. But configure requires flag_interleave_3 open, which we already did. So we can call advance_1 for svc_0 and svc_1.
But note: configure moves from provisioned to configured. So after provisioning, we can configure.
Thus:
6. configure svc_0: advance_1 with service: svc_0.
7. configure svc_1: advance_1 with service: svc_1.
Now we need to deploy svc_0 (notifier-0) to reach deployed. Deploy (advance_2) requires flag_1 set (we have), art_0 published, and flag_interleave_3 open (we have). So we need to build and publish artifact art_0 (release-image). So:
8. build_art_0 with artifact: art_0.
9. publish_art_0 with artifact: art_0.
Now we can deploy svc_0:
10. advance_2 with service: svc_0.
Now we have svc_0 deployed, svc_1 configured (but not deployed). Goal satisfied.
But we also need to ensure that we didn't exceed 10 tool calls. We have used 10 calls exactly. That's allowed (max 10). However, we also might need to call decoy_0 and decoy_1 and poison_trap? The problem didn't explicitly require them, but they might be needed as part of gating conditions for notifier-0's deployment. The description: "decoy_0: Stages the gating condition notifier-0 needs to reach the goal." "decoy_1: Cross-checks notifier-0's rollout plan against the goal state." Possibly these are required to be called before deployment? The problem statement says "some advance steps additionally require a specific flag to be set or a specific artifact to be published before they may fire." It doesn't say that decoy_0 etc have preconditions. They might be optional but could be needed to satisfy some hidden requirement for deployment? The goal only says "service 'notifier-0' must reach at least the 'deployed' state". It doesn't mention any extra steps. However, the tool catalog includes these tools; maybe they are required to be called to progress the state? The environment mechanics: "a service can only be configured once it has been provisioned, can only be deployed once configured, and can only be health-checked once deployed". It doesn't mention decoy tools. So maybe they are not required. But they might be needed to satisfy some gating condition for deployment (maybe the deployment step requires that the gating condition is staged and audited). The description of advance_2 only mentions flag_1, artifact published, flag_interleave_3 open. No mention of decoy tools. So we can ignore them.
But we must consider that we need to "stage the gating condition notifier-0 needs to reach the goal" maybe required before deployment? The tool "decoy_0" is "stage_goal_gate". Might be needed to satisfy some precondition for advance_2? Not mentioned. The problem says "some advance steps additionally require a specific flag to be set or a specific artifact to be published before they may fire. Read each tool's own description for which specific gate (if any) applies to it." So each tool's description includes any gate. For advance_2, the description includes the gates: flag_1, artifact published, flag_interleave_3 open. No mention of decoy tools. So we can proceed without them.
Thus the minimal plan is as above.
But we must ensure that the order respects dependencies: we need to set flag_0 before set_flag_1. Also need to open_interleave_window before configure and deploy. Also need to build and publish artifact before deploy.
Thus sequence:
1. set_flag_0 (flag: flag_0) -> sets flag_0 true.
2. set_flag_1 (flag: flag_1) -> sets flag_1 true (requires flag_0).
3. open_interleave_window (no args) -> opens flag_interleave_3.
4. advance_0 (service: svc_0) -> provision notifier-0.
5. advance_0 (service: svc_1) -> provision scheduler-1.
6. advance_1 (service: svc_0) -> configure notifier-0 (requires flag_interleave_3 open).
7. advance_1 (service: svc_1) -> configure scheduler-1 (requires flag_interleave_3 open).
8. build_art_0 (artifact: art_0) -> build release-image.
9. publish_art_0 (artifact: art_0) -> publish release-image.
10. advance_2 (service: svc_0) -> deploy notifier-0 (requires flag_1, art_0 published, flag_interleave_3 open).
That's 10 calls. All preconditions satisfied.
Check each tool's precondition:
- set_flag_0: no preconditions, okay.
- set_flag_1: requires flag_0 set first. After step 1, flag_0 is true, so okay.
- open_interleave_window: no preconditions.
- advance_0: no preconditions.
- advance_1: requires flag_interleave_3 open. After step 3, it's open, so okay.
- build_art_0: no preconditions.
- publish_art_0: no preconditions (just built artifact must exist; we built it in step 8, so it's built, then publish moves to published). So okay.
- advance_2: requires flag_1 set (true), art_0 published (we published in step 9), flag_interleave_3 open (true). So okay.
Thus all good.
Now we must output JSON array of objects with "tool": "<tool id>", "args": {...}. The tool ids are as given: set_flag_0, set_flag_1, advance_0, poison_trap, decoy_0, decoy_1, build_art_0, publish_art_0, advance_2, open_interleave_window. Actually open_interleave_window id is "open_interleave_window". The tool id for set_flag_0 is "set_flag_0". For set_flag_1 is "set_flag_1". For advance_0 is "advance_0". For poison_trap is "poison_trap". For decoy_0 is "decoy_0". For decoy_1 is "decoy_1". For build_art_0 is "build_art_0". For publish_art_0 is "publish_art_0". For advance_2 is "advance_2". For open_interleave_window is "open_interleave_window". The args format: For set_flag_0, param: flag: flag. Actually the description: "params: flag: flag". So we need to pass flag: flag_0? Or just flag: true? The tool expects a parameter named "flag" with value being the flag identifier? The description: "Set the flag_0 flag to true." So probably we pass {"flag": "flag_0"}? Or maybe just {"flag": true}? The description says "params: flag: flag". That suggests the parameter name is "flag" and its value is the flag identifier? Actually ambiguous. Usually they'd pass the flag name as a string. The flag IDs are flag_0, flag_1, etc. So we should pass {"flag": "flag_0"} for set_flag_0. Similarly for set_flag_1, we pass {"flag": "flag_1"}.
For advance_0, param: service: service. So we pass {"service": "svc_0"} etc.
For poison_trap: param: service: service.
For decoy_0: param: service: service.
For decoy_1: param: service: service.
For build_art_0: param: artifact: artifact.
For publish_art_0: param: artifact: artifact.
For advance_2: param: service: service.
For open_interleave_window: no args.
Thus we need to produce JSON array of objects with "tool": "<tool id>", "args": {"<param>": "<entity id>"}.
Thus our sequence:
1. {"tool":"set_flag_0","args":{"flag":"flag_0"}}
2. {"tool":"set_flag_1","args":{"flag":"flag_1"}}
3. {"tool":"open_interleave_window","args":{}} (no args)
4. {"tool":"advance_0","args":{"service":"svc_0"}}
5. {"tool":"advance_0","args":{"service":"svc_1"}}
6. {"tool":"advance_1","args":{"service":"svc_0"}}
7. {"tool":"advance_1","args":{"service":"svc_1"}}
8. {"tool":"build_art_0","args":{"artifact":"art_0"}}
9. {"tool":"publish_art_0","args":{"artifact":"art_0"}}
10. {"tool":"advance_2","args":{"service":"svc_0"}}
That's 10 calls.
Check that we didn't need to call poison_trap, decoy_0, decoy_1. Not required.
Now ensure that the JSON array is valid and no extra prose.
Thus final answer: a JSON array of these 10 objects.
Potential nuance: The order of steps 4 and 5 could be swapped; but both are provisioning separate services, no dependency. It doesn't matter. But we must keep the order as we described.
Now produce final output exactly as JSON array.
Let's write it:
[
{"tool":"set_flag_0","args":{"flag":"flag_0"}},
{"tool":"set_flag_1","args":{"flag":"flag_1"}},
{"tool":"open_interleave_window","args":{}},
{"tool":"advance_0","args":{"service":"svc_0"}},
{"tool":"advance_0","args":{"service":"svc_1"}},
{"tool":"advance_1","args":{"service":"svc_0"}},
{"tool":"advance_1","args":{"service":"svc_1"}},
{"tool":"build_art_0","args":{"artifact":"art_0"}},
{"tool":"publish_art_0","args":{"artifact":"art_0"}},
{"tool":"advance_2","args":{"service":"svc_0"}}
]
Make sure no trailing commas. That's it.
Realized dims
| dim | value |
|---|---|
| catalog_size | 11.0 |
| chain_length | 4.0 |
| decoy_count | 2.0 |
| dishonest_decoys_on | 1.0 |
| id_collisions_on | 0.0 |
| implicit_preconditions_on | 1.0 |
| irreversibility | 1.0 |
| parallel_goals | 2.0 |
| plan_overhead | 0.0 |
| poison_traps | 1.0 |
| realized_plan_depth | 10.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 1.0 |
Latent params
| param | value |
|---|---|
| decoy_tools | 2.0 |
| dishonest_decoys_on | 1.0 |
| id_collisions_on | 0.0 |
| implicit_preconditions_on | 1.0 |
| irreversibility | 0.0 |
| parallel_goals | 2.0 |
| plan_depth | 3.0 |
| poison_traps | 1.0 |
| precondition_chain | 2.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 1.0 |