Record 711c7618457a4619bb7ca312d5d1950f
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:
- scheduler-0 is currently down (not yet provisioned).
- ingest-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.
GOAL (all conditions must hold at the end):
- service 'scheduler-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (scheduler-0), svc_1 (ingest-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)
TOOL CATALOG:
- 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: 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: 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: 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: advance_1 | name: configure | params: service: service
Configure a service, moving it from 'provisioned' to 'configured'. Precondition: the service must currently be 'provisioned'.
- 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_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_3 flag to be set. Requires the art_0 artifact to be published.
- 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: 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: 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: set_flag_0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- 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: 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 22 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": "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 sequence of tool calls leading to scheduler-0 healthy.
Goal: service scheduler-0 (svc_0) must be at least 'healthy'.
Current state:
- scheduler-0 is down (not yet provisioned). So we need to provision -> configured -> deployed -> healthy.
But there are dependencies: To health-check (advance_3) requires depth_flag_3 flag set AND art_0 artifact published.
Thus before health-check we need to have built/published art_0, and set flags chain up to depth_flag_3.
Also note flags: There's flag_0 (maintenance_window_open) initially off. Also depth_flag_0..depth_flag_3 correspond to various features? Let's list them:
From description: 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).
Wait they repeated maintenance_window_open as both flag_0 and depth_flag_3? Possibly confusion but given spec: We'll treat each separately with their own IDs.
Preconditions for setting depth flags require previous ones etc.
Specifically:
set_depth_flag_0: sets depth_flag_0 (feature_gate_on). Precondition: it must currently be false. Requires the flag_0 flag first. Means we need flag_0 already true before we can set depth_flag_0.
set_depth_flag_1: sets depth_flag_1 (backup_taken). Precondition: false. Requires depth_flag_0 first.
set_depth_flag_2: sets depth_flag_2 (quota_raised). Precondition: false. Requires depth_flag_1 first.
set_depth_flag_3: sets depth_flag_3 (maintenance_window_open). Precondition: false. Requires depth_flag_2 first.
Additionally there is set_flag_0 which sets flag_0 (maintenance_window_open). Precondition: false.
So overall to get depth_flag_3 true we need:
flag_0 true (via set_flag_0)
then depth_flag_0 true (via set_depth_flag_0)
then depth_flag_1 true (via set_depth_flag_1)
then depth_flag_2 true (via set_depth_flag_2)
then depth_flag_3 true (via set_depth_flag_3)
Now also need art_0 published. Steps: build_art_0 then publish_art_0.
Build artifact precondition: artifact absent => currently release-image artifact does not exist yet (absent). So we can build.
Publish artifact precondition: artifact must be 'built'.
Thus after building we can publish.
Now services: Need to go through states: down -> provisioned via advance_0 (provision). Then configured via advance_1 (configure). Then deployed via advance_2 (deploy). Then healthy via advance_3 (health-check) requiring depth_flag_3 true and art_0 published.
Thus steps:
1. set_flag_0 (to make flag_0 true)
2. set_depth_flag_0
3. set_depth_flag_1
4. set_depth_flag_2
5. set_depth_flag_3
6. build_art_0
7. publish_art_0
8. advance_0 svc_0 (provision)
9. advance_1 svc_0 (configure)
10. advance_2 svc_0 (deploy)
11. advance_3 svc_0 (health-check) -> healthy
Check if any other constraints: For health-check we also need depth_flag_3 flag set (we did) and art_0 published (we did). Good.
Potential extra: maybe we need to ensure that after publishing artifact it stays published; no further steps needed.
We used 11 tool calls within limit 22.
Need to output JSON array with objects: {"tool":"<tool id>", "args":{...}}.
Tool IDs exactly as given: set_flag_0, set_depth_flag_0, set_depth_flag_1, set_depth_flag_2, set_depth_flag_3, build_art_0, publish_art_0, advance_0, advance_1, advance_2, advance_3.
Args: For set_flag_0: flag: flag_0? Actually param name is flag: flag. They expect entity id of flag. According to spec: Flags: flag_0 (maintenance_window_open). So arg should be {"flag":"flag_0"}.
Similarly set_depth_flag_0 expects flag: depth_flag_0? Actually depth_flag_0 corresponds to feature_gate_on. So {"flag":"depth_flag_0"}.
Set_depth_flag_1: {"flag":"depth_flag_1"}
Set_depth_flag_2: {"flag":"depth_flag_2"}
Set_depth_flag_3: {"flag":"depth_flag_3"}
build_art_0: artifact: art_0
publish_art_0: artifact: art_0
advance_0: service: svc_0
advance_1: service: svc_0
advance_2: service: svc_0
advance_3: service: svc_0
Make sure ordering respects preconditions: At start flag_0 false, depth flags false, artifact absent, service down.
After set_flag_0: flag_0 true.
Then set_depth_flag_0 requires flag_0 true (ok) and depth_flag_0 false (yes). After set, depth_flag_0 true.
set_depth_flag_1 requires depth_flag_0 true (now true) and depth_flag_1 false. ok.
set_depth_flag_2 requires depth_flag_1 true (now true) and depth_flag_2 false. ok.
set_depth_flag_3 requires depth_flag_2 true (now true) and depth_flag_3 false. ok.
build_art_0 requires artifact absent (yes). After built.
publish_art_0 requires artifact built (yes). After published.
advance_0 requires service down (yes). After provisioned.
advance_1 requires service provisioned (yes). After configured.
advance_2 requires service configured (yes). After deployed.
advance_3 requires service deployed (yes), depth_flag_3 true (yes), art_0 published (yes). After healthy.
All good.
Return JSON array.
Let's construct.
Realized dims
| dim | value |
|---|---|
| catalog_size | 13.0 |
| chain_length | 7.0 |
| 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 | 11.0 |
| 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 | 8.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |