Record 8e922e8f1e7449fcad50a52aada6cd48
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:
- billing-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.
GOAL (all conditions must hold at the end):
- service 'billing-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (billing-0), svc_1 (webhooks-1)
Artifacts: art_0 (release-image), art_1 (db-migration)
Flags: flag_0 (maintenance_window_open), flag_1 (secrets_synced)
TOOL CATALOG:
- 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: 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 flag_0 flag to be set. Requires the art_0 artifact to be published.
- 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: 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: advance_0 | name: provision | params: service: service
Provision a service, moving it from 'down' to 'provisioned'. Precondition: the service must currently be 'down'.
- 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: advance_1 | name: configure | params: service: service
Configure a service, moving it from 'provisioned' to 'configured'. Precondition: the service must currently be 'provisioned'.
- id: decoy_0 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (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": "advance_0", "args": {"service": "svc_0"}},
{"tool": "advance_1", "args": {"service": "svc_0"}},
{"tool": "advance_2", "args": {"service": "svc_0"}},
{"tool": "set_flag_0", "args": {"flag": "flag_0"}},
{"tool": "build_art_0", "args": {"artifact": "art_0"}},
{"tool": "publish_art_0", "args": {"artifact": "art_0"}},
{"tool": "advance_3", "args": {"service": "svc_0"}}
]
Reasoning
Model reasoning
We need to produce a sequence of tool calls leading to billing-0 healthy.
Current state:
- billing-0 (svc_0) is down (not yet provisioned)
- webhooks-1 (svc_1) down
- release-image artifact (art_0) absent? It says does not exist yet => likely absent.
- db-migration artifact (art_1) also absent.
- maintenance_window_open flag (flag_0) off (false)
- secrets_synced flag (flag_1) off (false)
Goal: service billing-0 must reach at least 'healthy'.
To get healthy we need to run health-check (advance_3) which moves from deployed to healthy, requires flag_0 true and art_0 published.
Thus steps:
1. Provision svc_0: advance_0 with service=svc_0 -> goes from down to provisioned.
2. Configure svc_0: advance_1 with service=svc_0 -> provisioned to configured.
3. Deploy svc_0: advance_2 with service=svc_0 -> configured to deployed.
Now we have deployed but need health-check requiring flag_0 true and art_0 published.
So before health-check we need to set flag_0 true via set_flag_0 (id set_flag_0) precondition flag false.
Also need to publish art_0: first build then publish.
Build art_0: build_art_0 (build_artifact) with artifact=art_0, precondition absent -> built.
Publish art_0: publish_art_0 (publish_artifact) with artifact=art_0, precondition built -> published.
After those, we can do health-check: advance_3 with service=svc_0, precondition deployed, flag_0 true, art_0 published.
That yields healthy.
Potentially other services irrelevant.
Check if any dependencies like needing to maintain window open etc. Not required.
Sequence length: let's list:
1. advance_0 (provision) svc_0
2. advance_1 (configure) svc_0
3. advance_2 (deploy) svc_0
4. set_flag_0 (set_flag) flag_0
5. build_art_0 (build_artifact) art_0
6. publish_art_0 (publish_artifact) art_0
7. advance_3 (health-check) svc_0
All preconditions satisfied?
Let's verify each step given initial state.
Initial: svc_0 down, flag_0 false, art_0 absent.
Step1: advance_0 precondition service down -> ok. After: svc_0 provisioned.
Step2: advance_1 precondition service provisioned -> after step1 yes. After: svc_0 configured.
Step3: advance_2 precondition service configured -> after step2 yes. After: svc_0 deployed.
Step4: set_flag_0 precondition flag false -> initially false still unchanged by previous steps. After: flag_0 true.
Step5: build_art_0 precondition artifact absent -> still absent (no changes). After: art_0 built.
Step6: publish_art_0 precondition artifact built -> after step5 yes. After: art_0 published.
Step7: advance_3 precondition service deployed (yes after step3), flag_0 true (yes after step4), art_0 published (yes after step6). After: svc_0 healthy.
Goal achieved.
No extra constraints about max 14 calls; we used 7.
Need output JSON array of objects with tool and args.
Tool IDs as given: advance_0, advance_1, advance_2, set_flag_0, build_art_0, publish_art_0, advance_3.
Args: For provision etc: {"service":"svc_0"} etc. For set_flag: {"flag":"flag_0"}. For build_artifact: {"artifact":"art_0"}. For publish_artifact: {"artifact":"art_0"}. For health-check: {"service":"svc_0"}.
Make sure correct naming: tool field exactly the id string.
Return only JSON array.
Realized dims
| dim | value |
|---|---|
| catalog_size | 9.0 |
| chain_length | 3.0 |
| 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 | 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 | 0.0 |
| 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 |