Record 6fcecdfd9f154f26843f7fe8a1c8c7e3
PASSVerdict and provenance first; raw prompt/response/reasoning below, collapsed.
✓PASSanswered "[{"tool":"set_flag_0","args":{"flag":"flag_0"}},{"tool":"set_depth_flag_0","a..."
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).
- 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.
- The feature_gate_on flag is off.
- The backup_taken 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 (reporting-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)
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: 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: 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_2 | name: deploy | params: service: service
Deploy a service, moving it from 'configured' to 'deployed'. Precondition: the service must currently be 'configured'.
- 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: 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: 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_1 flag to be set. Requires the art_0 artifact to be published.
- 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_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.
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 18 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":"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.
Current state:
- scheduler-0 (svc_0) is down (not yet provisioned)
- reporting-1 (svc_1) down
- artifacts absent
- flags all off: maintenance_window_open (flag_0) off, secrets_synced (flag_1) off, feature_gate_on (depth_flag_0) off, backup_taken (depth_flag_1) off.
Goal: service scheduler-0 must reach at least 'healthy'.
Thus we need to go through states: down -> provisioned -> configured -> deployed -> healthy.
Provision uses advance_0 (provision): requires service currently down.
Configure uses advance_1 (configure): requires service currently provisioned.
Deploy uses advance_2 (deploy): requires service currently configured.
Health-check uses advance_3 (health-check): requires service currently deployed AND depth_flag_1 flag set AND art_0 artifact published.
So before health-check we need to have depth_flag_1 true, which requires setting depth_flag_0 then depth_flag_1 via set_flag commands with dependencies.
Specifically:
set_depth_flag_0 (id: set_depth_flag_0) sets depth_flag_0 true. Precondition: depth_flag_0 currently false. Requires flag_0 (maintenance_window_open) first? Wait description: "Set the depth_flag_0 flag to true. Precondition: it must currently be false. Requires the flag_0 flag first." Means we need flag_0 already true before we can call set_depth_flag_0.
Similarly set_depth_flag_1 (id: set_depth_flag_1) sets depth_flag_1 true. Precondition: depth_flag_1 false. Requires depth_flag_0 flag first.
Also there is set_flag_0 (id: set_flag_0) sets flag_0 true. Precondition: flag_0 false.
Thus steps: set flag_0 (maintenance_window_open) using set_flag_0. Then set depth_flag_0 using set_depth_flag_0. Then set depth_flag_1 using set_depth_flag_1.
Now also need art_0 published. Artifact flow: build_art_0 (build) moves from absent to built. Precondition: artifact absent. Then publish_art_0 (publish) moves from built to published. Precondition: artifact built.
Thus we need to run build_art_0 then publish_art_0.
All other services like reporting-1 not needed but could be left down.
We should ensure we don't violate any precondition ordering.
Let's list initial state:
- svc_0: down
- svc_1: down
- art_0: absent
- art_1: absent
- flag_0: false
- flag_1: false
- depth_flag_0: false
- depth_flag_1: false
Plan:
1. set_flag_0 (to turn on maintenance_window_open)
- precondition: flag_0 false => ok.
After: flag_0 true.
2. set_depth_flag_0 (requires flag_0 true)
- precondition: depth_flag_0 false => ok.
After: depth_flag_0 true.
3. set_depth_flag_1 (requires depth_flag_0 true)
- precondition: depth_flag_1 false => ok.
After: depth_flag_1 true.
4. build_art_0 (artifact absent)
- precondition: art_0 absent => ok.
After: art_0 built.
5. publish_art_0 (artifact built)
- precondition: art_0 built => ok.
After: art_0 published.
6. provision svc_0 (advance_0)
- precondition: svc_0 down => ok.
After: svc_0 provisioned.
7. configure svc_0 (advance_1)
- precondition: svc_0 provisioned => ok.
After: svc_0 configured.
8. deploy svc_0 (advance_2)
- precondition: svc_0 configured => ok.
After: svc_0 deployed.
9. health-check svc_0 (advance_3)
- precondition: svc_0 deployed, depth_flag_1 true, art_0 published => all true.
After: svc_0 healthy.
That's 9 tool calls.
Check if any other constraints: There's also a tool decoy_0, decoy_1 etc but they have no effect; we can ignore.
Make sure each tool id matches exactly as given.
List of tool IDs:
- set_flag_0 (name: set_flag) param flag: flag_0? Actually param is flag: flag. We need to specify which flag entity id. According to entity IDs: flag_0 is maintenance_window_open. So args: {"flag": "flag_0"}.
- set_depth_flag_0: sets depth_flag_0 true. Args: {"flag": "depth_flag_0"}.
- set_depth_flag_1: args: {"flag": "depth_flag_1"}.
- build_art_0: args: {"artifact": "art_0"}.
- publish_art_0: args: {"artifact": "art_0"}.
- advance_0: args: {"service": "svc_0"}.
- advance_1: args: {"service": "svc_0"}.
- advance_2: args: {"service": "svc_0"}.
- advance_3: args: {"service": "svc_0"}.
Check preconditions for advance_3: requires depth_flag_1 flag set and art_0 artifact published. Both satisfied after steps 3 and 5.
Thus final JSON array.
We need to output only JSON array, no extra text.
Let's construct.
[{"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":"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 count: 9 <= 18.
Return.
Realized dims
| dim | value |
|---|---|
| catalog_size | 11.0 |
| chain_length | 5.0 |
| 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 | 9.0 |
| 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 | 6.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |