Record 7b3918f069464a17ac98a97f80f2b720
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:
- scheduler-0 is currently down (not yet provisioned).
- ingest-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 'scheduler-0' must reach at least the 'deployed' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (scheduler-0), svc_1 (ingest-1)
Artifacts: art_0 (release-image), art_1 (db-migration)
Flags: flag_0 (maintenance_window_open), flag_1 (secrets_synced)
TOOL CATALOG:
- id: decoy_27 | name: rotate_metrics | params: service: service
Rotate the metrics buffer for a service (housekeeping). (Has no effect on deployment state.)
- id: decoy_9 | name: rotate_metrics | params: service: service
Rotate the metrics buffer for a service (housekeeping). (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_2 | name: deploy | params: service: service
Deploy a service, moving it from 'configured' to 'deployed'. Precondition: the service must currently be 'configured'. Requires the flag_0 flag to be set. Requires the art_0 artifact to be published.
- id: decoy_15 | name: rotate_metrics | params: service: service
Rotate the metrics buffer for a service (housekeeping). (Has no effect on deployment state.)
- id: decoy_23 | name: notify_oncall | params: service: service
Notify the on-call engineer about a service (informational). (Has no effect on deployment state.)
- id: decoy_24 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (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: decoy_22 | name: tag_release | params: service: service
Attach a cosmetic release tag to a service (no effect on state). (Has no effect on deployment state.)
- id: decoy_2 | name: ping_healthcheck | params: service: service
Ping a service's healthcheck endpoint (diagnostic only). (Has no effect on deployment state.)
- id: decoy_5 | name: notify_oncall | params: service: service
Notify the on-call engineer about a service (informational). (Has no effect on deployment state.)
- id: decoy_7 | name: warm_cache | params: service: service
Warm the cache for a service (best-effort, no state change). (Has no effect on deployment state.)
- id: decoy_10 | name: tag_release | params: service: service
Attach a cosmetic release tag to a service (no effect on state). (Has no effect on deployment state.)
- id: decoy_18 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (Has no effect on deployment state.)
- 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_13 | name: warm_cache | params: service: service
Warm the cache for a service (best-effort, no state change). (Has no effect on deployment state.)
- id: decoy_8 | name: ping_healthcheck | params: service: service
Ping a service's healthcheck endpoint (diagnostic only). (Has no effect on deployment state.)
- id: decoy_6 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (Has no effect on deployment state.)
- id: decoy_12 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (Has no effect on deployment state.)
- 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_14 | name: ping_healthcheck | params: service: service
Ping a service's healthcheck endpoint (diagnostic only). (Has no effect on deployment state.)
- id: decoy_21 | name: rotate_metrics | params: service: service
Rotate the metrics buffer for a service (housekeeping). (Has no effect on deployment state.)
- id: decoy_26 | name: ping_healthcheck | params: service: service
Ping a service's healthcheck endpoint (diagnostic only). (Has no effect on deployment state.)
- id: decoy_19 | name: warm_cache | params: service: service
Warm the cache for a service (best-effort, no state change). (Has no effect on deployment state.)
- id: decoy_11 | name: notify_oncall | params: service: service
Notify the on-call engineer about a service (informational). (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: decoy_4 | name: tag_release | params: service: service
Attach a cosmetic release tag to a service (no effect on state). (Has no effect on deployment state.)
- 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_20 | name: ping_healthcheck | params: service: service
Ping a service's healthcheck endpoint (diagnostic 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: decoy_3 | name: rotate_metrics | params: service: service
Rotate the metrics buffer for a service (housekeeping). (Has no effect on deployment state.)
- id: decoy_16 | name: tag_release | params: service: service
Attach a cosmetic release tag to a service (no effect on state). (Has no effect on deployment state.)
- id: decoy_25 | name: warm_cache | params: service: service
Warm the cache for a service (best-effort, no state change). (Has no effect on deployment state.)
- id: decoy_17 | name: notify_oncall | params: service: service
Notify the on-call engineer about a service (informational). (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 12 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"}}
]
Reasoning
Model reasoning
We need to produce a sequence of tool calls leading to scheduler-0 reaching deployed state.
Goal: service 'scheduler-0' must reach at least the 'deployed' state.
Current state:
- scheduler-0 (svc_0) is down (not yet provisioned).
- ingest-1 (svc_1) is down.
- release-image artifact (art_0) does not exist yet (i.e., absent? Actually says does not exist yet => likely absent).
- db-migration artifact (art_1) does not exist yet.
- maintenance_window_open flag (flag_0) is off.
- secrets_synced flag (flag_1) is off.
Thus we need to get svc_0 from down -> provisioned -> configured -> deployed.
Preconditions:
- To provision: precondition: service must be down. Use advance_0 (provision) with param service: service (the entity id). So we can do advance_0 on svc_0.
- After provisioned, we need to configure: advance_1 (configure) requires service currently provisioned.
- Then to deploy: advance_2 (deploy) requires service currently configured, flag_0 set, and art_0 artifact published.
So before deploying we need to have flag_0 set (maintenance_window_open) via set_flag_0 (set_flag). Also need art_0 published.
To get art_0 published, we need to first build it then publish.
Build artifact: build_art_0 (build_artifact) precondition: artifact must be absent. Currently art_0 absent (does not exist). So we can run build_art_0 to move from absent to built.
Then publish_art_0 (publish_artifact) precondition: artifact must be built. After building, we can publish.
Thus steps:
1. build_art_0 (build artifact)
2. publish_art_0 (publish artifact)
3. set_flag_0 (set flag)
4. advance_0 (provision svc_0)
5. advance_1 (configure svc_0)
6. advance_2 (deploy svc_0)
That's 6 calls, within limit 12.
Check if any other dependencies: For deploy, also need flag_0 set (we will set before deploy). Need art_0 published (we will have done). Good.
Now ensure each tool's precondition holds at moment of call.
Start state:
- art_0 absent -> after build_art_0 becomes built.
- After publish_art_0 becomes published.
- flag_0 initially off -> after set_flag_0 becomes true.
- svc_0 down -> after advance_0 becomes provisioned.
- svc_0 provisioned -> after advance_1 becomes configured.
- svc_0 configured, flag_0 true, art_0 published -> after advance_2 becomes deployed.
All good.
We need to output JSON array of objects with tool and args.
Tool IDs: as given in catalog.
List them:
- build_art_0: id: "build_art_0"
- publish_art_0: id: "publish_art_0"
- set_flag_0: id: "set_flag_0"
- advance_0: id: "advance_0"
- advance_1: id: "advance_1"
- advance_2: id: "advance_2"
Args: each takes a param named according to definition: e.g., build_artifact expects artifact: artifact. So we pass {"artifact": "art_0"}.
Similarly publish_artifact: {"artifact": "art_0"}.
set_flag: {"flag": "flag_0"}.
provision: {"service": "svc_0"}.
configure: {"service": "svc_0"}.
deploy: {"service": "svc_0"}.
Make sure correct ordering.
Return JSON array.
Let's craft final answer.
Realized dims
| dim | value |
|---|---|
| catalog_size | 34.0 |
| chain_length | 3.0 |
| decoy_count | 28.0 |
| 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 | 6.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |
Latent params
| param | value |
|---|---|
| decoy_tools | 28.0 |
| dishonest_decoys_on | 0.0 |
| id_collisions_on | 0.0 |
| implicit_preconditions_on | 0.0 |
| irreversibility | 0.0 |
| parallel_goals | 1.0 |
| plan_depth | 3.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |