Record be5a8e0d659445d6b04d29880d537e70
PASSVerdict and provenance first; raw prompt/response/reasoning below, collapsed.
✓PASSanswered "[{"tool":"build_art_0","args":{"artifact":"art_0"}},{"tool":"publish_art_0","..."
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.
ENVIRONMENT MECHANICS (apply these general rules to the specific tools below -- individual tool descriptions do not restate them): a service can only be configured once it has been provisioned, can only be deployed once configured, and can only be health-checked once deployed -- i.e. each rung of the down -> provisioned -> configured -> deployed -> healthy ladder requires the previous rung. An artifact can only be published once it has been built. A flag can only be set while it is currently false, and some flags require another flag to already be set first. Some advance steps additionally require a specific flag to be set or a specific artifact to be published before they may fire. Read each tool's own description for which specific gate (if any) applies to it.
CURRENT STATE:
- No one has built the db-migration artifact this cycle.
- No one has built the release-image artifact this cycle.
- No one has built the config-bundle artifact this cycle.
- The secrets_synced flag was never enabled after the last reset.
- The feature_gate_on flag is off.
- The maintenance_window_open flag is off.
- At the end of last week, ingest-0 was fully torn down and has not been touched since.
- At the end of last week, ledger-1 was fully torn down and has not been touched since.
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), art_2 (config-bundle)
Flags: flag_0 (maintenance_window_open), flag_1 (secrets_synced), flag_2 (feature_gate_on)
TOOL CATALOG:
- id: decoy_3 | name: sync_release_state | params: service: service
Reconciles ingest-0's deployment metadata before rollout.
- id: advance_0 | name: provision | params: service: service
Provision a service, moving it from 'down' to 'provisioned'.
- id: decoy_1 | name: verify_goal_readiness | params: service: service
Confirms ingest-0 is ready to satisfy the current goal.
- id: poison_trap | name: sync_release_state | params: service: service
Reconcile ingest-0's deployment metadata ahead of rollout.
- id: publish_art_0 | name: publish_artifact | params: artifact: artifact
Publish the art_0 artifact (moves it from 'built' to 'published').
- id: advance_2 | name: deploy | params: service: service
Deploy a service, moving it from 'configured' to 'deployed'.
- id: set_flag_1 | name: set_flag | params: flag: flag
Set the flag_1 flag to true. Requires the flag_0 flag first.
- id: decoy_2 | name: confirm_service_target | params: service: service
Confirms ingest-0 is tracking toward the required goal state.
- id: decoy_0 | name: audit_rollout_plan | params: service: service
Cross-checks ingest-0's rollout plan against the goal state.
- id: advance_3 | name: health-check | params: service: service
Health-check a service, moving it from 'deployed' to 'healthy'. Requires the flag_1 flag to be set. Requires the art_0 artifact to be published.
- id: set_flag_0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true.
- id: advance_1 | name: configure | params: service: service
Configure a service, moving it from 'provisioned' to 'configured'.
- id: build_art_0 | name: build_artifact | params: artifact: artifact
Build the art_0 artifact (moves it from 'absent' to 'built').
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 8 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":"set_flag_1","args":{"flag":"flag_1"}},{"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 JSON array of tool calls that will achieve the goal: service 'ingest-0' must reach at least 'healthy' state. Use exact entity ids: services svc_0 (ingest-0), svc_1 (ledger-1). Artifacts: art_0 (release-image), art_1 (db-migration), art_2 (config-bundle). Flags: flag_0 (maintenance_window_open), flag_1 (secrets_synced), flag_2 (feature_gate_on).
Current state: No one has built db-migration artifact this cycle (art_1). No one has built release-image artifact this cycle (art_0). No one has built config-bundle artifact this cycle (art_2). The secrets_synced flag was never enabled after the last reset (flag_1 is false). The feature_gate_on flag is off (flag_2 false). At the end of last week, ingest-0 was fully torn down and has not been touched since. At the end of last week, ledger-1 was fully torn down and has not been touched since.
Thus ingest-0 is currently down (presumably). It hasn't been provisioned, configured, deployed, etc. So we need to bring it up to healthy.
Goal: ingest-0 must reach at least 'healthy' state. That requires health-check tool (advance_3) which moves from deployed to healthy, but requires flag_1 (secrets_synced) to be set, and art_0 artifact to be published. Also health-check requires the service to be deployed (i.e., currently in deployed state). To get to deployed, we need to deploy (advance_2) which moves from configured to deployed. To configure, we need to configure (advance_1) which moves from provisioned to configured. To provision, we need to provision (advance_0) which moves from down to provisioned.
Thus the ladder: down -> provisioned (advance_0) -> configured (advance_1) -> deployed (advance_2) -> healthy (advance_3). Additionally, health-check requires flag_1 set (secrets_synced) and art_0 published. Also health-check requires flag_1 set; also requires art_0 published. Also health-check requires flag_1 set; also requires art_0 published. Also health-check requires flag_1 set; also requires art_0 published. Also health-check requires flag_1 set; also requires art_0 published.
Additionally, there may be other flags required for other steps? Let's examine each tool's preconditions.
Tool list:
- decoy_3 | name: sync_release_state | params: service: service
Reconciles ingest-0's deployment metadata before rollout.
- id: advance_0 | name: provision | params: service: service
Provision a service, moving it from 'down' to 'provisioned'.
- id: decoy_1 | name: verify_goal_readiness | params: service: service
Confirms ingest-0 is ready to satisfy the current goal.
- id: poison_trap | name: sync_release_state | params: service: service
Reconcile ingest-0's deployment metadata ahead of rollout.
- id: publish_art_0 | name: publish_artifact | params: artifact: artifact
Publish the art_0 artifact (moves it from 'built' to 'published').
- id: advance_2 | name: deploy | params: service: service
Deploy a service, moving it from 'configured' to 'deployed'.
- id: set_flag_1 | name: set_flag | params: flag: flag
Set the flag_1 flag to true. Requires the flag_0 flag first.
- id: decoy_2 | name: confirm_service_target | params: service: service
Confirms ingest-0 is tracking toward the required goal state.
- id: decoy_0 | name: audit_rollout_plan | params: service: service
Cross-checks ingest-0's rollout plan against the goal state.
- id: advance_3 | name: health-check | params: service: service
Health-check a service, moving it from 'deployed' to 'healthy'. Requires the flag_1 flag to be set. Requires the art_0 artifact to be published.
- id: set_flag_0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true.
- id: advance_1 | name: configure | params: service: service
Configure a service, moving it from 'provisioned' to 'configured'.
- id: build_art_0 | name: build_artifact | params: artifact: artifact
Build the art_0 artifact (moves it from 'absent' to 'built').
We need to output only a JSON array of tool calls that, executed in order from the current state, satisfies the goal. At most 8 tool calls.
We need to consider preconditions for each tool.
Let's list preconditions for each tool based on description and general rules.
General rules: a service can only be configured once it has been provisioned, can only be deployed once configured, and can only be health-checked once deployed. So for advance_1 (configure) we need service to be provisioned. For advance_2 (deploy) we need service to be configured. For advance_3 (health-check) we need service to be deployed, and also requires flag_1 set and art_0 published.
Now specific tool preconditions:
- decoy_3 (sync_release_state) params: service: service. No explicit precondition mentioned; maybe it's just a decoy, but likely requires something? Not given. Probably no precondition.
- advance_0 (provision) moves from down to provisioned. Precondition: service must be down? Probably yes; but we can assume it's down currently. No other precondition.
- decoy_1 (verify_goal_readiness) params: service: service. Probably just a check, no precondition.
- poison_trap (sync_release_state) similar to decoy_3.
- publish_art_0 (publish_artifact) params: artifact: artifact. Precondition: artifact must be built. So we need to build_art_0 first.
- advance_2 (deploy) params: service: service. Precondition: service must be configured.
- set_flag_1 (set_flag) params: flag: flag. Set flag_1 to true. Requires flag_0 flag first. So we need to set_flag_0 before set_flag_1.
- decoy_2 (confirm_service_target) params: service: service. Probably just a check.
- decoy_0 (audit_rollout_plan) params: service: service. Probably just a check.
- advance_3 (health-check) params: service: service. Requires flag_1 flag to be set. Requires art_0 artifact to be published.
- set_flag_0 (set_flag) params: flag: flag. No precondition mentioned; can set flag_0 to true.
- advance_1 (configure) params: service: service. Precondition: service must be provisioned.
- build_art_0 (build_artifact) params: artifact: artifact. Moves from absent to built. No precondition besides artifact being absent.
Thus we need to produce a sequence of up to 8 tool calls that will result in ingest-0 being healthy.
We need to ensure that at the end, ingest-0 is healthy. That means we must call advance_3 (health-check) on svc_0. That will move it from deployed to healthy, assuming it is currently deployed. So we need to get to deployed state via provision, configure, deploy. Also need to have flag_1 set and art_0 published.
Thus we need to:
1. Build artifact art_0 (release-image) (build_art_0). This moves from absent to built.
2. Publish artifact art_0 (publish_art_0). Moves from built to published.
3. Set flag_0 (set_flag_0) to true.
4. Set flag_1 (set_flag_1) to true (requires flag_0 already true). So after step 3, we can set flag_1.
5. Provision service svc_0 (advance_0). Moves from down to provisioned.
6. Configure service svc_0 (advance_1). Moves from provisioned to configured.
7. Deploy service svc_0 (advance_2). Moves from configured to deployed.
8. Health-check service svc_0 (advance_3). Moves from deployed to healthy. This requires flag_1 set (we set it) and art_0 published (we published it). So it's ready.
Thus we have 8 steps. That's exactly the max allowed (8). So we can use exactly 8 tool calls.
We need to output JSON array of objects with "tool": "<tool id>", "args": {...}. The tool ids are given: advance_0, publish_art_0, set_flag_0, set_flag_1, advance_1, advance_2, advance_3, build_art_0. Also maybe we need to include decoy_3 etc? But we can just use the needed ones.
We need to ensure the order is correct: we need to build artifact before publishing; set flag_0 before set_flag_1; provision before configure before deploy before health-check. Also we might need to set flag_0 before set_flag_1, but we can do set_flag_0 at any time before set_flag_1. The order could be: build_art_0, publish_art_0, set_flag_0, set_flag_1, advance_0, advance_1, advance_2, advance_3. That's 8 calls.
Check preconditions:
- build_art_0: no precondition; artifact is absent; we can build it.
- publish_art_0: requires artifact built; after build_art_0, we can publish.
- set_flag_0: no precondition; can set flag_0.
- set_flag_1: requires flag_0 set; after set_flag_0, we can set_flag_1.
- advance_0: provision service svc_0; no precondition besides being down; it's down; okay.
- advance_1: configure service svc_0; requires service provisioned; after advance_0, it's provisioned; okay.
- advance_2: deploy service svc_0; requires service configured; after advance_1, it's configured; okay.
- advance_3: health-check service svc_0; requires flag_1 set and art_0 published; we have set_flag_1 and published_art_0; okay.
Thus sequence works.
Now we need to output JSON array with each element as {"tool": "<tool id>", "args": {"<param>": "<entity id>", ...}}.
The tool ids are exactly as given: "build_art_0", "publish_art_0", "set_flag_0", "set_flag_1", "advance_0", "advance_1", "advance_2", "advance_3". Wait, the tool id for build_artifact is "build_art_0"? Actually the tool catalog lists:
- id: build_art_0 | name: build_artifact | params: artifact: artifact
Thus the tool id is "build_art_0". Yes.
- publish_artifact has id: publish_art_0.
- set_flag has id: set_flag_0 for flag_0? Actually there are two set_flag tools: set_flag_0 and set_flag_1? The catalog lists:
- id: set_flag_1 | name: set_flag | params: flag: flag
- id: set_flag_0 | name: set_flag | params: flag: flag
Thus we have two distinct tool ids: set_flag_0 and set_flag_1. So we need to use "set_flag_0" and "set_flag_1".
- advance_0 is "advance_0".
- advance_1 is "advance_1".
- advance_2 is "advance_2".
- advance_3 is "advance_3".
Thus the sequence of tool ids: "build_art_0", "publish_art_0", "set_flag_0", "set_flag_1", "advance_0", "advance_1", "advance_2", "advance_3".
Now we need to include args for each tool.
- build_art_0 takes param: artifact: artifact. So args: {"artifact":"art_0"}.
- publish_art_0 takes param: artifact: artifact. So args: {"artifact":"art_0"}.
- set_flag_0 takes param: flag: flag. So args: {"flag":"flag_0"}.
- set_flag_1 takes param: flag: flag. So args: {"flag":"flag_1"}.
- advance_0 takes param: service: service. So args: {"service":"svc_0"}.
- advance_1 takes param: service: service. So args: {"service":"svc_0"}.
- advance_2 takes param: service: service. So args: {"service":"svc_0"}.
- advance_3 takes param: service: service. So args: {"service":"svc_0"}.
Thus the JSON array will be:
[
{"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":"set_flag_1","args":{"flag":"flag_1"}},
{"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"}}
]
We must output only this JSON array, no extra text, no markdown fences.
Check that we are within 8 calls: we have 8 calls.
Check that we used correct tool ids: yes.
Check that we used correct entity ids: artifact art_0, flag_0, flag_1, service svc_0.
Check that we didn't use any other tools that might be required for precondition like decoy_3 etc. Not needed.
Thus final answer is the JSON array as above.
One nuance: The tool "set_flag_1" description: "Set the flag_1 flag to true. Requires the flag_0 flag first." So we need to set flag_0 before set_flag_1. We have set_flag_0 before set_flag_1, so okay.
Also health-check requires flag_1 set and art_0 published. We have both.
Thus the plan works.
Now output exactly the JSON array.
Realized dims
| dim | value |
|---|---|
| catalog_size | 13.0 |
| chain_length | 4.0 |
| decoy_count | 4.0 |
| dishonest_decoys_on | 1.0 |
| id_collisions_on | 0.0 |
| implicit_preconditions_on | 1.0 |
| irreversibility | 1.0 |
| parallel_goals | 1.0 |
| plan_overhead | 0.0 |
| poison_traps | 1.0 |
| realized_plan_depth | 8.0 |
| state_obscurity | 0.75 |
| zero_slack_on | 1.0 |
Latent params
| param | value |
|---|---|
| decoy_tools | 4.0 |
| dishonest_decoys_on | 1.0 |
| id_collisions_on | 0.0 |
| implicit_preconditions_on | 1.0 |
| irreversibility | 0.0 |
| parallel_goals | 1.0 |
| plan_depth | 5.0 |
| poison_traps | 1.0 |
| precondition_chain | 2.0 |
| state_obscurity | 0.6 |
| zero_slack_on | 1.0 |