Record 5bafdd0181ae4e21bf46488aa7c4ca2d
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:
- search-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.
GOAL (all conditions must hold at the end):
- service 'search-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (search-0), svc_1 (notifier-1)
Artifacts: art_0 (release-image), art_1 (db-migration)
Flags: flag_0 (maintenance_window_open), flag_1 (secrets_synced)
TOOL CATALOG:
- id: advance_o1 | name: configure | params: service: service
Configure a service, moving it from 'provisioned' to 'configured'. Precondition: the service must currently be 'provisioned'.
- id: set_-flag_0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- id: adva-nce_2 | name: deploy | params: service: service
Deploy a service, moving it from 'configured' to 'deployed'. Precondition: the service must currently be 'configured'.
- id: dec_oy_0 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (Has no effect on deployment state.)
- id: advance_o3 | 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 flag_0 flag to be set. Requires the art_0 artifact to be published.
- id: build_art_o0 | name: build_artifact | params: artifact: artifact
Build the art_0 artifact (moves it from 'absent' to 'built'). Precondition: the artifact must be 'absent'.
- id: adva-nce_0 | name: provision | params: service: service
Provision a service, moving it from 'down' to 'provisioned'. Precondition: the service must currently be 'down'.
- id: publis_h_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_o1 | name: warm_cache | params: service: service
Warm the cache for a service (best-effort, no state change). (Has no effect on deployment state.)
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 14 tool calls.
Response
[
{"tool":"set_-flag_0","args":{"flag":"flag_0"}},
{"tool":"build_art_o0","args":{"artifact":"art_0"}},
{"tool":"publis_h_art_0","args":{"artifact":"art_0"}},
{"tool":"adva-nce_0","args":{"service":"svc_0"}},
{"tool":"advance_o1","args":{"service":"svc_0"}},
{"tool":"adva-nce_2","args":{"service":"svc_0"}},
{"tool":"advance_o3","args":{"service":"svc_0"}}
]
Reasoning
Model reasoning
We need to produce a sequence of tool calls leading to search-0 healthy.
Current state:
- search-0 (svc_0) is down.
- notifier-1 (svc_1) down.
- release-image artifact (art_0) absent.
- db-migration artifact (art_1) absent.
- maintenance_window_open flag (flag_0) off (false).
- secrets_synced flag (flag_1) off (false).
Goal: service 'search-0' must reach at least the 'healthy' state.
Thus we need to get svc_0 through states: down -> provisioned -> configured -> deployed -> healthy.
Preconditions per tool:
- provision (adva-nce_0): requires service currently down. So can start with svc_0.
- configure (advance_o1): requires service currently provisioned.
- deploy (adva-nce_2): requires service currently configured.
- health-check (advance_o3): requires service currently deployed AND flag_0 set AND art_0 artifact published.
So before health-check we need flag_0 true (set_flag) and art_0 published.
To have art_0 published, we need to build then publish.
Build artifact (build_art_o0): precondition artifact absent => builds to built.
Publish artifact (publis_h_art_0): precondition artifact built => moves to published.
Also note there's also db-migration artifact but not needed.
Flag setting: set_-flag_0 sets flag_0 to true if currently false.
Now check other constraints: We cannot exceed 14 tool calls.
Sequence minimal:
1. provision svc_0 (adva-nce_0)
2. configure svc_0 (advance_o1)
3. deploy svc_0 (adva-nce_2)
Wait: after deploy, we still need flag_0 and artifact ready. Could do those earlier as they don't depend on service state? Setting flag doesn't require anything else except flag false initially. Building artifact requires artifact absent which holds initially. Publishing requires built.
We could interleave them arbitrarily.
Let's propose steps:
- set flag_0 (set_-flag_0)
- build artifact art_0 (build_art_o0)
- publish artifact art_0 (publis_h_art_0)
- provision svc_0
- configure svc_0
- deploy svc_0
- health-check svc_0
Check each precondition when called.
Start: flag_0 false, artifact absent, svc_0 down.
Step1: set_-flag_0: precondition flag false => ok. After: flag_0 true.
Step2: build_art_o0: precondition artifact absent => ok. After: artifact built.
Step3: publis_h_art_0: precondition artifact built => ok. After: artifact published.
Step4: adva-nce_0 (provision) svc_0: precondition svc_0 down => ok. After: svc_0 provisioned.
Step5: advance_o1 (configure) svc_0: precondition svc_0 provisioned => ok. After: svc_0 configured.
Step6: adva-nce_2 (deploy) svc_0: precondition svc_0 configured => ok. After: svc_0 deployed.
Step7: advance_o3 (health-check) svc_0: precondition svc_0 deployed, flag_0 true, artifact published => all satisfied. After: svc_0 healthy.
All good. That's 7 tool calls (<14). No need to involve notifier-1 or other artifacts/flags.
Make sure tool IDs exactly as given:
List:
- set_-flag_0 (note includes underscore and hyphen? The tool id: "set_-flag_0". Yes exactly as in catalog: "id: set_-flag_0".
- build_art_o0 (id: "build_art_o0").
- publis_h_art_0 (id: "publis_h_art_0").
- adva-nce_0 (id: "adva-nce_0").
- advance_o1 (id: "advance_o1").
- adva-nce_2 (id: "adva-nce_2").
- advance_o3 (id: "advance_o3").
Double-check naming: In catalog lines:
- id: set_-flag_0 | name: set_flag ...
- id: build_art_o0 | name: build_artifact ...
- id: publis_h_art_0 | name: publish_artifact ...
- id: adva-nce_0 | name: provision ...
- id: advance_o1 | name: configure ...
- id: adva-nce_2 | name: deploy ...
- id: advance_o3 | name: health-check ...
Yes.
Now output JSON array of objects with "tool" and "args". Args: For set_flag: param "flag": flag_0. For build_artifact: param "artifact": art_0. For publish_artifact: param "artifact": art_0. For provision: param "service": svc_0. For configure: param "service": svc_0. For deploy: param "service": svc_0. For health-check: param "service": svc_0.
Make sure strings exactly as entity IDs.
Thus final answer:
[
{"tool":"set_-flag_0","args":{"flag":"flag_0"}},
{"tool":"build_art_o0","args":{"artifact":"art_0"}},
{"tool":"publis_h_art_0","args":{"artifact":"art_0"}},
{"tool":"adva-nce_0","args":{"service":"svc_0"}},
{"tool":"advance_o1","args":{"service":"svc_0"}},
{"tool":"adva-nce_2","args":{"service":"svc_0"}},
{"tool":"advance_o3","args":{"service":"svc_0"}}
]
Check ordering: after building/publishing artifact, flag set, then provision etc. All preconditions satisfied.
Proceed.
Realized dims
| dim | value |
|---|---|
| catalog_size | 9.0 |
| chain_length | 3.0 |
| decoy_count | 2.0 |
| dishonest_decoys_on | 0.0 |
| id_collisions_on | 1.0 |
| implicit_preconditions_on | 0.0 |
| irreversibility | 0.0 |
| parallel_goals | 1.0 |
| plan_overhead | 0.0 |
| poison_traps | 0.0 |
| realized_plan_depth | 7.0 |
| 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 | 1.0 |
| implicit_preconditions_on | 0.0 |
| irreversibility | 0.0 |
| parallel_goals | 1.0 |
| plan_depth | 4.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |