Record 9a8aab7e65fe4522af2aa7b09a0a66bf
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:
- auth-api-0 is currently down (not yet provisioned).
- webhooks-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 'auth-api-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (auth-api-0), svc_1 (webhooks-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: 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_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_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: 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: 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_0 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (Has no effect on deployment state.)
- 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_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_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_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_flag_0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- id: advance_1 | name: configure | params: service: service
Configure a service, moving it from 'provisioned' to 'configured'. Precondition: the service must currently be 'provisioned'.
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 auth-api-0 healthy.
Goal: service auth-api-0 (svc_0) must be at least healthy.
Current state: all services down, artifacts absent, flags off.
We have many tools:
Provisioning flow: For each service we can do provision -> configure -> deploy -> health-check (requires certain flags and artifact).
Specifically:
advance_0: provision service (down->provisioned)
advance_1: configure service (provisioned->configured)
advance_2: deploy service (configured->deployed)
advance_3: health-check service (deployed->healthy) requires depth_flag_4 flag set AND art_0 artifact published.
Thus we need to get svc_0 through those steps, plus ensure depth_flag_4 true and art_0 published.
Depth flags chain: There's depth_flag_0..depth_flag_4 with dependencies.
Let's list them:
- depth_flag_0 (flag id? Actually they gave entity IDs: 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))
But also there are base flags flag_0 (maintenance_window_open) and flag_1 (secrets_synced). Wait confusion: They defined two sets: Flags: flag_0 (maintenance_window_open), flag_1 (secrets_synced); then later they listed depth_flag_0 etc as separate entities but maybe duplicates? Let's read:
Entity IDS (use these exact ids in your tool args):
Services: svc_0 (auth-api-0), svc_1 (webhooks-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)
So indeed there are overlapping names: flag_0 same as depth_flag_3? Both represent maintenance_window_open. And flag_1 same as depth_flag_4 representing secrets_synced. So we have both sets; perhaps some tools require specific ones.
Now look at tool definitions:
- set_depth_flag_0: set depth_flag_0 true, precondition: flag_0 must be true first. So to set depth_flag_0 (feature_gate_on) we need flag_0 (maintenance_window_open) true.
- set_depth_flag_1: set depth_flag_1 true, precondition: depth_flag_0 must be true first. This corresponds to backup_taken requiring feature_gate_on.
- set_depth_flag_2: set depth_flag_2 true, precondition: depth_flag_1 must be true first. Quota raised after backup taken.
- set_depth_flag_3: set depth_flag_3 true, precondition: depth_flag_2 must be true first. Maintenance window open after quota raised? But note depth_flag_3 is also maintenance_window_open (duplicate). It requires depth_flag_2.
- set_depth_flag_4: set depth_flag_4 true, precondition: depth_flag_3 must be true first. Secrets synced after maintenance window open.
Also there are direct set_flag_0 and set_flag_1? Actually we have set_flag_0 (name: set_flag) which sets flag_0 (maintenance_window_open) true, precondition: flag_0 currently false. No dependency.
And set_flag_1? Not present. We only have set_flag_0. However we might need flag_1 (secrets_synced) directly? There's no tool to set flag_1 directly; only via depth_flag_4 path.
Thus to get depth_flag_4 true we need to go through chain: set flag_0 -> set depth_flag_0 -> set depth_flag_1 -> set depth_flag_2 -> set depth_flag_3 -> set depth_flag_4.
Alternatively could we set flag_0 directly using set_flag_0, then proceed.
Additionally health-check requires depth_flag_4 true and art_0 published.
Thus we need to:
1. Provision svc_0 (advance_0)
2. Configure svc_0 (advance_1)
3. Deploy svc_0 (advance_2)
Meanwhile we need to prepare flags and artifact.
Artifact flow:
- build_art_0: builds art_0 from absent to built (precondition artifact absent)
- publish_art_0: publishes art_0 from built to published (precondition artifact built)
Thus we need to build then publish.
Thus overall steps:
- set_flag_0 (to make maintenance_window_open true)
- set_depth_flag_0 (feature_gate_on) requires flag_0 true
- set_depth_flag_1 (backup_taken) requires depth_flag_0 true
- set_depth_flag_2 (quota_raised) requires depth_flag_1 true
- set_depth_flag_3 (maintenance_window_open) requires depth_flag_2 true
- set_depth_flag_4 (secrets_synced) requires depth_flag_3 true
Then:
- build_art_0
- publish_art_0
Then for svc_0:
- provision svc_0
- configure svc_0
- deploy svc_0
- health-check svc_0 (requires depth_flag_4 true and art_0 published)
Potentially we could interleave steps; but must respect preconditions.
Check if any other dependencies: health-check also requires depth_flag_4 flag set (we will have) and art_0 published.
No other dependencies like needing maintenance_window_open flag? Not needed.
Thus minimal sequence length: let's count.
Set flag_0: 1
set_depth_flag_0:2
set_depth_flag_1:3
set_depth_flag_2:4
set_depth_flag_3:5
set_depth_flag_4:6
build_art_0:7
publish_art_0:8
provision svc_0:9
configure svc_0:10
deploy svc_0:11
health-check svc_0:12
That's 12 calls, within limit 24.
Need to ensure each tool's precondition holds at moment of call.
Let's simulate:
Initial: flag_0 false, depth flags false, art_0 absent, svc_0 down.
1. set_flag_0: precondition flag_0 false => ok. After: flag_0 true.
2. set_depth_flag_0: precondition depth_flag_0 false, requires flag_0 true => ok. After depth_flag_0 true.
3. set_depth_flag_1: precondition depth_flag_1 false, requires depth_flag_0 true => ok. After depth_flag_1 true.
4. set_depth_flag_2: precondition depth_flag_2 false, requires depth_flag_1 true => ok. After depth_flag_2 true.
5. set_depth_flag_3: precondition depth_flag_3 false, requires depth_flag_2 true => ok. After depth_flag_3 true.
6. set_depth_flag_4: precondition depth_flag_4 false, requires depth_flag_3 true => ok. After depth_flag_4 true.
7. build_art_0: precondition art_0 absent => ok. After art_0 built.
8. publish_art_0: precondition art_0 built => ok. After art_0 published.
9. advance_0 provision svc_0: precondition svc_0 down => ok. After svc_0 provisioned.
10. advance_1 configure svc_0: precondition svc_0 provisioned => ok. After svc_0 configured.
11. advance_2 deploy svc_0: precondition svc_0 configured => ok. After svc_0 deployed.
12. advance_3 health-check svc_0: precondition svc_0 deployed, requires depth_flag_4 true and art_0 published => both true now. After svc_0 healthy.
Goal satisfied.
Thus output JSON array of objects with tool and args.
Tool IDs exactly as given: e.g., "set_flag_0", "set_depth_flag_0", etc.
Args: For set_flag_0: {"flag": "flag_0"}? The param is flag: flag. Use entity ID.
Similarly set_depth_flag_0: {"flag": "depth_flag_0"}.
Advance_0 provision: {"service": "svc_0"}.
Advance_1 configure: {"service": "svc_0"}.
Advance_2 deploy: {"service": "svc_0"}.
Advance_3 health-check: {"service": "svc_0"}.
Build artifact: {"artifact": "art_0"}.
Publish artifact: {"artifact": "art_0"}.
Make sure ordering correct.
Return JSON array.
Let's craft final answer.
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 |