Record 007596e5bd7041428947907e75d514f5
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:
- cache-0 is currently down (not yet provisioned).
- notifier-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 '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 (notifier-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: 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_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: 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: 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_flag_0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- 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: 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: 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: 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_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: 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_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.
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 sequence of tool calls leading to cache-0 being healthy. Let's map states:
Initial:
- cache-0 (svc_0) is down.
- notifier-1 (svc_1) down.
- artifacts absent.
- flags all off? We have multiple flags with same names but different IDs: 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 (duplicate?), depth_flag_4 = secrets_synced (duplicate?). Actually they gave duplicate naming maybe confusion. But we treat them as separate flags each with its own precondition chain.
Goal: service 'cache-0' must reach at least the 'healthy' state.
To get healthy, we need to run health-check (advance_3) on svc_0, which requires:
- service currently deployed.
- depth_flag_4 flag set.
- art_0 artifact published.
Thus steps:
1. Provision svc_0 (advance_0) -> moves from down to provisioned.
2. Configure svc_0 (advance_1) -> provisioned to configured.
3. Deploy svc_0 (advance_2) -> configured to deployed.
Now we need depth_flag_4 true and art_0 published.
Depth_flag_4 corresponds to flag named depth_flag_4 (set via set_depth_flag_4). Its precondition: must be false, requires depth_flag_3 flag first.
So we need to set depth_flag_3 then depth_flag_4.
depth_flag_3 set via set_depth_flag_3, requires depth_flag_2.
depth_flag_2 set via set_depth_flag_2, requires depth_flag_1.
depth_flag_1 set via set_depth_flag_1, requires depth_flag_0.
depth_flag_0 set via set_depth_flag_0, requires flag_0.
flag_0 is maintenance_window_open flag (set_flag_0). So we need to set flag_0 first.
Thus chain:
- set_flag_0 (flag_0) -> sets maintenance_window_open true.
- set_depth_flag_0 (depth_flag_0) -> requires flag_0.
- set_depth_flag_1 (depth_flag_1) -> requires depth_flag_0.
- set_depth_flag_2 (depth_flag_2) -> requires depth_flag_1.
- set_depth_flag_3 (depth_flag_3) -> requires depth_flag_2.
- set_depth_flag_4 (depth_flag_4) -> requires depth_flag_3.
Also need art_0 published: build_art_0 then publish_art_0.
Build artifact precondition: artifact absent (true). Publish precondition: built.
Thus after building and publishing, we can health-check.
Potential ordering: we can do flag chain first, then artifact build/publish, then service provision/configure/deploy, then health-check. However health-check requires service deployed AND depth_flag_4 set AND art_0 published. So we need those before health-check.
Let's list needed tool calls:
1. set_flag_0 (flag: flag_0)
2. set_depth_flag_0 (flag: depth_flag_0)
3. set_depth_flag_1 (flag: depth_flag_1)
4. set_depth_flag_2 (flag: depth_flag_2)
5. set_depth_flag_3 (flag: depth_flag_3)
6. set_depth_flag_4 (flag: depth_flag_4)
7. build_art_0 (artifact: art_0)
8. publish_art_0 (artifact: art_0)
9. advance_0 (service: svc_0) // provision
10. advance_1 (service: svc_0) // configure
11. advance_2 (service: svc_0) // deploy
12. advance_3 (service: svc_0) // health-check
That's 12 calls. Ensure preconditions hold at each step.
Check initial state: all flags false, artifacts absent, services down.
Step1 set_flag_0: precondition flag_0 false => ok. After, flag_0 true.
Step2 set_depth_flag_0: precondition depth_flag_0 false, requires flag_0 true => ok.
Step3 set_depth_flag_1: requires depth_flag_0 true (now true) and depth_flag_1 false => ok.
Step4 set_depth_flag_2: requires depth_flag_1 true => ok.
Step5 set_depth_flag_3: requires depth_flag_2 true => ok.
Step6 set_depth_flag_4: requires depth_flag_3 true => ok.
Step7 build_art_0: artifact absent => ok.
Step8 publish_art_0: artifact built => ok.
Step9 advance_0 provision svc_0: service down => ok.
Step10 advance_1 configure svc_0: now provisioned => ok.
Step11 advance_2 deploy svc_0: now configured => ok.
Step12 advance_3 health-check svc_0: precondition: service deployed (yes), depth_flag_4 true (yes), art_0 published (yes) => ok. Moves to healthy.
Thus goal satisfied.
We should output JSON array of objects with tool and args.
Tool IDs: 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.
Args: each takes a param named flag or artifact or service.
Spec format: {"tool": "<tool id>", "args": {"flag": "<entity id>", ...}} etc.
For set_flag_0: args {"flag": "flag_0"}? Wait flag entity IDs: they listed 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). So the flag IDs are exactly those strings. So for set_flag_0 we need flag: "flag_0". For set_depth_flag_0: flag: "depth_flag_0". etc.
For build_art_0: artifact: "art_0". publish_art_0: artifact: "art_0".
For advance_0 etc: service: "svc_0".
Thus final JSON array.
Check if any duplicate flag names cause confusion but we follow IDs.
Return only JSON.
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 |