Record 6a58c398ef474860a7d13fd32acac36f
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).
- registry-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 (registry-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: advance_1 | name: configure | params: service: service
Configure a service, moving it from 'provisioned' to 'configured'. Precondition: the service must currently be 'provisioned'.
- 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_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_0 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (Has no effect on deployment state.)
- id: set_flag_0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- 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: 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.)
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": "build_art_0", "args": {"artifact": "art_0"}},
{"tool": "publish_art_0", "args": {"artifact": "art_0"}},
{"tool": "set_flag_0", "args": {"flag": "flag_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 billing-0 healthy.
Current state:
- billing-0 (svc_0) is down (not yet provisioned)
- registry-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 billing-0 must be at least healthy.
To get healthy we need to go through states: down -> provisioned -> configured -> deployed -> healthy.
Provision uses advance_0 (provision): requires service down.
Configure uses advance_1 (configure): requires service provisioned.
Deploy uses advance_2 (deploy): requires service configured.
Health-check uses advance_3 (health-check): requires service deployed AND flag_0 set AND art_0 artifact published.
Thus before health-check we need to have flag_0 set (true) and art_0 published.
Also note there's also maybe other steps like building artifact etc.
So we need to:
- Provision svc_0 (advance_0 with service=svc_0)
- Configure svc_0 (advance_1)
- Deploy svc_0 (advance_2)
- Meanwhile we need to handle artifacts: build art_0 (build_art_0) then publish (publish_art_0)
- Also set flag_0 (set_flag_0)
Then health-check svc_0 (advance_3).
Potentially we could do some steps out of order as long as preconditions satisfied.
Check each precondition:
- advance_0: service must be down. Initially svc_0 down => ok.
After advance_0, svc_0 becomes provisioned.
- advance_1: service must be provisioned. After provisioning, yes.
- advance_2: service must be configured. After configure, yes.
Now artifact flow:
- build_art_0: artifact must be absent. Initially art_0 absent => ok. After built.
- publish_art_0: artifact must be built. After build, yes.
Set flag: set_flag_0: flag must be false initially. Yes.
Now health-check: service must be deployed (we will have done that after advance_2). Need flag_0 set (true) and art_0 artifact published.
Thus ordering: We can interleave but ensure by time of health-check all three conditions satisfied.
One possible sequence:
1. advance_0 (provision svc_0)
2. advance_1 (configure svc_0)
3. advance_2 (deploy svc_0)
At this point svc_0 deployed.
But we still need artifact built/published and flag set. Could do those before or after deploy? Health-check requires deployed, so we need deploy before health-check. But we could also do artifact steps before deploy; they don't depend on service state. So we can do them earlier.
Let's design:
- build_art_0
- publish_art_0
- set_flag_0
- advance_0 (provision svc_0)
- advance_1 (configure svc_0)
- advance_2 (deploy svc_0)
- advance_3 (health-check svc_0)
Check preconditions each step:
Start: svc_0 down, art_0 absent, flag_0 false.
Step1 build_art_0: artifact absent => ok. After: art_0 built.
Step2 publish_art_0: artifact built => ok. After: art_0 published.
Step3 set_flag_0: flag false => ok. After: flag_0 true.
Step4 advance_0: svc_0 down => ok. After: svc_0 provisioned.
Step5 advance_1: svc_0 provisioned => ok. After: svc_0 configured.
Step6 advance_2: svc_0 configured => ok. After: svc_0 deployed.
Step7 advance_3: svc_0 deployed, flag_0 true, art_0 published => ok. After: svc_0 healthy.
Goal achieved.
All within 7 tool calls (<14). No need to involve registry-1 or db-migration artifact or flag_1.
Thus output JSON array with objects: {"tool":"build_art_0","args":{"artifact":"art_0"}}, etc.
Need to use exact tool IDs as given: build_art_0, publish_art_0, set_flag_0, advance_0, advance_1, advance_2, advance_3.
Make sure args keys match param names: For build_artifact param: artifact: artifact. So args: {"artifact":"art_0"}.
Similarly publish_artifact: {"artifact":"art_0"}.
set_flag: {"flag":"flag_0"}.
advance (provision): {"service":"svc_0"}.
advance (configure): {"service":"svc_0"}.
advance (deploy): {"service":"svc_0"}.
advance (health-check): {"service":"svc_0"}.
Return JSON array.
No extra text.
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 |