Record a6f708fdcf8f469a99517ba31ed2195a
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:
- ingest-0 is currently down (not yet provisioned).
- ledger-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 'ingest-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (ingest-0), svc_1 (ledger-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_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: 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_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: 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_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: 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: 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_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_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_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.
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 ingest-0 being healthy.
Goal: service 'ingest-0' (svc_0) must be at least healthy.
Current state:
- ingest-0 is down (not yet provisioned). So we need to provision -> configured -> deployed -> healthy.
But there are dependencies: health-check requires depth_flag_4 flag set AND art_0 artifact published.
Thus before health-check we need to have built/published art_0, and set depth flags up to depth_flag_4.
Also note other services? Not needed but maybe they affect something else? No.
Let's list all relevant entities:
Service states: each can be down/provisioned/configured/deployed/healthy.
Currently both services down.
Artifact states: absent/built/published.
Flag booleans: initially all false.
Depth flags chain: To set depth_flag_0 require flag_0 set first. Then depth_flag_1 requires depth_flag_0. Depth_flag_2 requires depth_flag_1. Depth_flag_3 requires depth_flag_2. Depth_flag_4 requires depth_flag_3.
So we need to set flag_0 then depth_flag_0 etc.
flag_0 corresponds to maintenance_window_open? Actually flag_0 is maintenance_window_open per entity IDs mapping: 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).
Interesting duplication: flag_0 = maintenance_window_open, depth_flag_3 also maintenance_window_open, flag_1 = secrets_synced, depth_flag_4 also secrets_synced. But anyway.
Preconditions: For setting depth_flag_0 we need flag_0 true. Setting depth_flag_1 needs depth_flag_0 true. And so on.
Thus steps:
1. set_flag_0 (to make maintenance_window_open true)
2. set_depth_flag_0 (requires flag_0)
3. set_depth_flag_1 (requires depth_flag_0)
4. set_depth_flag_2 (requires depth_flag_1)
5. set_depth_flag_3 (requires depth_flag_2)
6. set_depth_flag_4 (requires depth_flag_3)
Now after those, we can do health-check if artifact published.
Need to build and publish art_0.
Steps for artifact:
7. build_art_0 (precond: artifact absent)
8. publish_art_0 (precond: built)
Now we need to get service to healthy.
Provision, configure, deploy, health-check.
9. advance_0 (provision) for svc_0 (ingest-0): moves down->provisioned.
10. advance_1 (configure) for svc_0: provisioned->configured.
11. advance_2 (deploy) for svc_0: configured->deployed.
12. advance_3 (health-check) for svc_0: deployed->healthy, requiring depth_flag_4 true and art_0 published.
All good.
Check ordering constraints: We could intermix artifact building with flag setting as long as prerequisites satisfied. Since health-check requires both depth_flag_4 and artifact published, we should ensure both done before health-check.
Our plan sets flags first, then builds artifact, then provisions service, configures, deploys, health-check.
Potential issue: Does provisioning service require any flags? No precondition only service down.
Does configuring or deploying require any flags? No.
Thus fine.
Make sure we don't exceed 24 calls: we have 12 calls.
Now verify each tool's preconditions given current state evolves.
Start: All flags false, artifacts absent, services down.
Step1: set_flag_0 (flag_0). Precondition: flag_0 false => ok. After: flag_0 true.
Step2: set_depth_flag_0 (depth_flag_0). Precondition: depth_flag_0 false, requires flag_0 true => ok. After depth_flag_0 true.
Step3: set_depth_flag_1 (depth_flag_1). Precondition: depth_flag_1 false, requires depth_flag_0 true => ok.
Step4: set_depth_flag_2 (depth_flag_2). Precondition: depth_flag_2 false, requires depth_flag_1 true => ok.
Step5: set_depth_flag_3 (depth_flag_3). Precondition: depth_flag_3 false, requires depth_flag_2 true => ok.
Step6: set_depth_flag_4 (depth_flag_4). Precondition: depth_flag_4 false, requires depth_flag_3 true => ok.
Step7: build_art_0 (artifact art_0). Precondition: artifact absent => ok. After built.
Step8: publish_art_0 (artifact art_0). Precondition: built => ok. After published.
Step9: advance_0 (service svc_0). Precondition: service down => ok. After provisioned.
Step10: advance_1 (service svc_0). Precondition: provisioned => ok. After configured.
Step11: advance_2 (service svc_0). Precondition: configured => ok. After deployed.
Step12: advance_3 (service svc_0). Precondition: deployed, requires depth_flag_4 true and art_0 published => both true now. After healthy.
Goal achieved.
Thus output JSON array of objects with tool and 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, set_depth_flag_4, build_art_0, publish_art_0, advance_0, advance_1, advance_2, advance_3.
Args: For set_flag_0: {"flag": "flag_0"}? Wait param name is flag: flag. The tool expects parameter "flag": flag entity id. According to spec: set_flag_0 name: set_flag | params: flag: flag. So we pass flag: "flag_0". Similarly for depth flags: flag: "depth_flag_0" etc.
For build_art_0: {"artifact": "art_0"}.
publish_art_0: same.
advance_0 etc: {"service": "svc_0"}.
Check that we used correct entity IDs: Services: svc_0 (ingest-0), svc_1 (ledger-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).
Thus correct.
Now produce 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 |