Record a0eac5f1fcb6424a94bbe4e39f1360ba
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:
- webhooks-0 is currently down (not yet provisioned).
- cache-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.
- The feature_gate_on flag is off.
- The backup_taken flag is off.
- The quota_raised flag is off.
- The maintenance_window_open flag is off.
- The secrets_synced flag is off.
GOAL (all conditions must hold at the end):
- service 'webhooks-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (webhooks-0), svc_1 (cache-1)
Artifacts: art_0 (release-image), art_1 (db-migration)
Flags: flag_0 (maintenance_window_open), flag_1 (secrets_synced), depth_flag_0 (feature_gate_on), depth_flag_1 (backup_taken), depth_flag_2 (quota_raised), depth_flag_3 (maintenance_window_open), depth_flag_4 (secrets_synced)
TOOL CATALOG:
- id: set_depth_flag_3 | name: set_flag | params: flag: flag
Set the depth_flag_3 flag to true. Precondition: it must currently be false. Requires the depth_flag_2 flag first.
- 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: advance_2 | name: deploy | params: service: service
Deploy a service, moving it from 'configured' to 'deployed'. Precondition: the service must currently be 'configured'.
- 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_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 depth_flag_4 flag to be set. Requires the art_0 artifact to be published.
- id: set_depth_flag_4 | name: set_flag | params: flag: flag
Set the depth_flag_4 flag to true. Precondition: it must currently be false. Requires the depth_flag_3 flag first.
- 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: set_depth_flag_1 | name: set_flag | params: flag: flag
Set the depth_flag_1 flag to true. Precondition: it must currently be false. Requires the depth_flag_0 flag first.
- id: set_depth_flag_0 | name: set_flag | params: flag: flag
Set the depth_flag_0 flag to true. Precondition: it must currently be false. Requires the flag_0 flag first.
- 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: advance_1 | name: configure | params: service: service
Configure a service, moving it from 'provisioned' to 'configured'. Precondition: the service must currently be 'provisioned'.
- id: set_depth_flag_2 | name: set_flag | params: flag: flag
Set the depth_flag_2 flag to true. Precondition: it must currently be false. Requires the depth_flag_1 flag first.
- 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'.
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 24 tool calls.
Response
[
{"tool":"set_flag_0","args":{"flag":"flag_0"}},
{"tool":"set_depth_flag_0","args":{"flag":"depth_flag_0"}},
{"tool":"set_depth_flag_1","args":{"flag":"depth_flag_1"}},
{"tool":"set_depth_flag_2","args":{"flag":"depth_flag_2"}},
{"tool":"set_depth_flag_3","args":{"flag":"depth_flag_3"}},
{"tool":"set_depth_flag_4","args":{"flag":"depth_flag_4"}},
{"tool":"build_art_0","args":{"artifact":"art_0"}},
{"tool":"publish_art_0","args":{"artifact":"art_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 'webhooks-0' must reach at least the 'healthy' state. Use exact entity ids: services svc_0 (webhooks-0), svc_1 (cache-1). Artifacts art_0 (release-image), art_1 (db-migration). Flags: flag_0 (maintenance_window_open), flag_1 (secrets_synced), depth_flag_0 (feature_gate_on), depth_flag_1 (backup_taken), depth_flag_2 (quota_raised), depth_flag_3 (maintenance_window_open), depth_flag_4 (secrets_synced). Note some flags repeated names but depth_flag_3 is same as flag_0? Actually flag_0 is maintenance_window_open, depth_flag_3 also maintenance_window_open. But they are separate flags with different preconditions. We'll need to set them appropriately.
Goal: service 'webhooks-0' must reach at least 'healthy' state. That means we need to get it to 'healthy' via health-check (advance_3). Preconditions for advance_3: service must be 'deployed', requires depth_flag_4 flag to be set, requires art_0 artifact to be published.
So we need to get webhooks-0 to deployed state via advance_2 (deploy). Precondition: service must be 'configured'. So we need to configure it first via advance_1 (configure). Precondition: service must be 'provisioned'. So we need to provision it via advance_0 (provision). Precondition: service must be 'down'. Currently it's down (not yet provisioned). So we can provision it.
Thus sequence: provision svc_0, configure svc_0, deploy svc_0, then health-check svc_0 (requires depth_flag_4 and art_0 published). Also need to publish art_0 (release-image). To publish, we need to build artifact (build_art_0) then publish_art_0. Build_art_0 precondition: artifact must be 'absent'. It is absent currently. So we can build it. Then publish_art_0 precondition: artifact must be 'built'. So after build, we can publish.
Also need depth_flag_4 to be set true. depth_flag_4 precondition: it must currently be false, requires depth_flag_3 flag first. So we need to set depth_flag_3 (maintenance_window_open) flag to true. Its precondition: it must currently be false, requires depth_flag_2 flag first. So we need to set depth_flag_2 (quota_raised) flag to true. Its precondition: it must currently be false, requires depth_flag_1 flag first. So we need to set depth_flag_1 (backup_taken) flag to true. Its precondition: it must currently be false, requires depth_flag_0 flag first. So we need to set depth_flag_0 (feature_gate_on) flag to true. Its precondition: it must currently be false, requires flag_0 flag first. flag_0 is maintenance_window_open flag. Its precondition: it must currently be false. So we can set flag_0 to true directly (set_flag_0). Then we can set depth_flag_0 (feature_gate_on) to true (set_depth_flag_0). Then set_depth_flag_1 (backup_taken) to true. Then set_depth_flag_2 (quota_raised) to true. Then set_depth_flag_3 (maintenance_window_open) to true. Then set_depth_flag_4 (secrets_synced) to true.
But note there is also flag_1 (secrets_synced) flag (non-depth) that also must be set? The goal didn't mention flag_1 directly, but the current state says secrets_synced flag is off. However the goal only requires service healthy; no explicit requirement about flags. However some tool preconditions require certain flags to be set. For health-check we need depth_flag_4 set. That's fine. Also maybe other steps require flag_1? Not needed for health-check. But we might need to set flag_1 for some other reason? Not required.
But we also have depth_flag_3 (maintenance_window_open) flag which is same name as flag_0 but separate. The precondition for set_depth_flag_3 requires depth_flag_2 first. So we need to set depth_flag_2 before depth_flag_3. That's fine.
We also have depth_flag_4 precondition: requires depth_flag_3 first. So after setting depth_flag_3, we can set depth_flag_4.
Thus we need to set a chain of flags: flag_0 -> depth_flag_0 -> depth_flag_1 -> depth_flag_2 -> depth_flag_3 -> depth_flag_4.
But note that depth_flag_0 requires flag_0 first. So we must set flag_0 (set_flag_0) before depth_flag_0. That's fine.
Now we also need to build and publish artifact art_0. That's independent.
Now we need to provision, configure, deploy service svc_0. However there may be preconditions about flags for those steps? Not mentioned. So we can do them anytime after provision? Actually advance_0 (provision) precondition: service must be 'down'. It's down. So we can provision. Then advance_1 (configure) precondition: service must be 'provisioned'. After provision, it's provisioned, so we can configure. Then advance_2 (deploy) precondition: service must be 'configured'. So after configure, we can deploy. Then advance_3 (health-check) precondition: service must be 'deployed', requires depth_flag_4 flag set, requires art_0 artifact published. So we need to have depth_flag_4 set and art_0 published before health-check.
Thus order: we need to set flags chain, build/publish artifact, provision/configure/deploy service, then health-check.
But we must respect tool call ordering: each tool call's precondition must hold at the moment we call it. So we need to plan a sequence that satisfies all.
Let's outline steps:
1. set_flag_0 (flag_0) - set maintenance_window_open to true. Precondition: currently false. It is off, so ok.
2. set_depth_flag_0 (feature_gate_on) - set to true. Precondition: currently false, requires flag_0 first. After step1, flag_0 is true, so ok.
3. set_depth_flag_1 (backup_taken) - set to true. Precondition: currently false, requires depth_flag_0 first. After step2, depth_flag_0 true, ok.
4. set_depth_flag_2 (quota_raised) - set to true. Precondition: currently false, requires depth_flag_1 first. After step3, ok.
5. set_depth_flag_3 (maintenance_window_open) - set to true. Precondition: currently false, requires depth_flag_2 first. After step4, ok.
6. set_depth_flag_4 (secrets_synced) - set to true. Precondition: currently false, requires depth_flag_3 first. After step5, ok.
Now flags are set.
Now artifact steps:
7. build_art_0 (artifact: art_0) - precondition: artifact must be absent. It is absent, ok.
8. publish_art_0 (artifact: art_0) - precondition: artifact must be built. After build, it's built, ok.
Now service provisioning:
9. advance_0 (service: svc_0) - provision svc_0. Precondition: service must be down. It is down, ok.
10. advance_1 (service: svc_0) - configure svc_0. Precondition: service must be provisioned. After step9, it's provisioned, ok.
11. advance_2 (service: svc_0) - deploy svc_0. Precondition: service must be configured. After step10, ok.
12. advance_3 (service: svc_0) - health-check svc_0. Precondition: service must be deployed, requires depth_flag_4 flag set (we set it in step6), requires art_0 artifact published (step8). Both satisfied, ok.
Now we have service healthy.
We used 12 tool calls. That's within 24.
But we must ensure that we used correct tool ids: set_flag_0 is id "set_flag_0". set_depth_flag_0 is id "set_depth_flag_0". set_depth_flag_1 id "set_depth_flag_1". set_depth_flag_2 id "set_depth_flag_2". set_depth_flag_3 id "set_depth_flag_3". set_depth_flag_4 id "set_depth_flag_4". build_art_0 id "build_art_0". publish_art_0 id "publish_art_0". advance_0 id "advance_0". advance_1 id "advance_1". advance_2 id "advance_2". advance_3 id "advance_3". That's all.
Now we need to output JSON array of objects with "tool": "<tool id>", "args": { "<param>": "<entity id>", ... }. For each tool, we need to include parameters as per tool definition.
Let's map each tool's parameters:
- set_flag_0: name: set_flag | params: flag: flag. So args: {"flag": "flag_0"}? Actually flag parameter expects the flag name? The flag id is flag_0 (maintenance_window_open). So we set flag_0 to true. So args: {"flag": "flag_0"}.
- set_depth_flag_0: name: set_flag | params: flag: flag. So args: {"flag": "depth_flag_0"}.
- set_depth_flag_1: args: {"flag": "depth_flag_1"}.
- set_depth_flag_2: args: {"flag": "depth_flag_2"}.
- set_depth_flag_3: args: {"flag": "depth_flag_3"}.
- set_depth_flag_4: args: {"flag": "depth_flag_4"}.
- build_art_0: name: build_artifact | params: artifact: artifact. So args: {"artifact": "art_0"}.
- publish_art_0: args: {"artifact": "art_0"}.
- advance_0: name: provision | params: service: service. So args: {"service": "svc_0"}.
- advance_1: args: {"service": "svc_0"}.
- advance_2: args: {"service": "svc_0"}.
- advance_3: args: {"service": "svc_0"}.
Now we need to ensure that we include only the tool id and args. The JSON array must be just the calls.
Thus final JSON array:
[
{"tool":"set_flag_0","args":{"flag":"flag_0"}},
{"tool":"set_depth_flag_0","args":{"flag":"depth_flag_0"}},
{"tool":"set_depth_flag_1","args":{"flag":"depth_flag_1"}},
{"tool":"set_depth_flag_2","args":{"flag":"depth_flag_2"}},
{"tool":"set_depth_flag_3","args":{"flag":"depth_flag_3"}},
{"tool":"set_depth_flag_4","args":{"flag":"depth_flag_4"}},
{"tool":"build_art_0","args":{"artifact":"art_0"}},
{"tool":"publish_art_0","args":{"artifact":"art_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 all tool ids are exactly as given: "set_flag_0", "set_depth_flag_0", "set_depth_flag_1", "set_depth_flag_2", "set_depth_flag_3", "set_depth_flag_4", "build_art_0", "publish_art_0", "advance_0", "advance_1", "advance_2", "advance_3". Yes.
Now ensure that the precondition chain is satisfied: after step1, flag_0 is true. Step2 requires flag_0 first, ok. Step3 requires depth_flag_0 first, ok. Step4 requires depth_flag_1 first, ok. Step5 requires depth_flag_2 first, ok. Step6 requires depth_flag_3 first, ok. Step7 build_art_0 requires artifact absent, ok. Step8 publish_art_0 requires artifact built, ok. Step9 provision requires service down, ok. Step10 configure requires provisioned, ok. Step11 deploy requires configured, ok. Step12 health-check requires deployed, depth_flag_4 set, art_0 published. All satisfied.
Thus this sequence works.
Now output only JSON array, no extra text.
Realized dims
| dim | value |
|---|---|
| catalog_size | 14.0 |
| chain_length | 8.0 |
| 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 | 12.0 |
| 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 | 9.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |