Record 39e6ee8750644847997768dd353bf30f
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:
- registry-0 is currently down (not yet provisioned).
- scheduler-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.
- The feature_gate_on flag is off.
- The backup_taken flag is off.
- The quota_raised flag is off.
- The maintenance_window_open flag is off.
- The secrets_synced flag is off.
- The feature_gate_on flag is off.
- The backup_taken flag is off.
GOAL (all conditions must hold at the end):
- service 'registry-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (registry-0), svc_1 (scheduler-1)
Artifacts: art_0 (release-image), art_1 (db-migration)
Flags: flag_0 (maintenance_window_open), flag_1 (secrets_synced), depth_flag_0 (feature_gate_on), depth_flag_1 (backup_taken), depth_flag_2 (quota_raised), depth_flag_3 (maintenance_window_open), depth_flag_4 (secrets_synced), depth_flag_5 (feature_gate_on), depth_flag_6 (backup_taken)
TOOL CATALOG:
- id: set_dep-th_flag_3 | name: set_flag | params: flag: flag
Set the depth_flag_3 flag to true. Precondition: it must currently be false. Requires the depth_flag_2 flag first.
- id: advance_o0 | 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: set_dep-th_flag_6 | name: set_flag | params: flag: flag
Set the depth_flag_6 flag to true. Precondition: it must currently be false. Requires the depth_flag_5 flag first.
- id: set_dep-th_flag_2 | name: set_flag | params: flag: flag
Set the depth_flag_2 flag to true. Precondition: it must currently be false. Requires the depth_flag_1 flag first.
- id: set_dep_th_flag_4 | name: set_flag | params: flag: flag
Set the depth_flag_4 flag to true. Precondition: it must currently be false. Requires the depth_flag_3 flag first.
- 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: dec-oy_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: set_dep-th_flag_5 | name: set_flag | params: flag: flag
Set the depth_flag_5 flag to true. Precondition: it must currently be false. Requires the depth_flag_4 flag first.
- id: adva_nce_1 | name: configure | params: service: service
Configure a service, moving it from 'provisioned' to 'configured'. Precondition: the service must currently be 'provisioned'.
- id: advance_o2 | name: deploy | params: service: service
Deploy a service, moving it from 'configured' to 'deployed'. Precondition: the service must currently be 'configured'.
- 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 depth_flag_6 flag to be set. Requires the art_0 artifact to be published.
- 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: set_flag_o0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- id: set_dep-th_flag_0 | name: set_flag | params: flag: flag
Set the depth_flag_0 flag to true. Precondition: it must currently be false. Requires the flag_0 flag first.
- id: set_depth_flag_o1 | name: set_flag | params: flag: flag
Set the depth_flag_1 flag to true. Precondition: it must currently be false. Requires the depth_flag_0 flag first.
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 28 tool calls.
Response
[
{"tool": "set_flag_o0", "args": {"flag": "flag_0"}},
{"tool": "set_dep-th_flag_0", "args": {"flag": "depth_flag_0"}},
{"tool": "set_depth_flag_o1", "args": {"flag": "depth_flag_1"}},
{"tool": "set_dep-th_flag_2", "args": {"flag": "depth_flag_2"}},
{"tool": "set_dep-th_flag_3", "args": {"flag": "depth_flag_3"}},
{"tool": "set_dep_th_flag_4", "args": {"flag": "depth_flag_4"}},
{"tool": "set_dep-th_flag_5", "args": {"flag": "depth_flag_5"}},
{"tool": "set_dep-th_flag_6", "args": {"flag": "depth_flag_6"}},
{"tool": "advance_o0", "args": {"service": "svc_0"}},
{"tool": "adva_nce_1", "args": {"service": "svc_0"}},
{"tool": "advance_o2", "args": {"service": "svc_0"}},
{"tool": "build-_art_0", "args": {"artifact": "art_0"}},
{"tool": "publis-h_art_0", "args": {"artifact": "art_0"}},
{"tool": "advance_o3", "args": {"service": "svc_0"}}
]
Reasoning
Model reasoning
We need to produce a sequence of tool calls leading to registry-0 being healthy. Let's parse initial state:
- services: registry-0 (svc_0) down, scheduler-1 (svc_1) down.
- artifacts: release-image (art_0) absent? It says does not exist yet => likely absent. Similarly db-migration (art_1) absent.
- flags: maintenance_window_open flag is off -> flag_0 = false.
- secrets_synced flag is off -> flag_1 = false.
- feature_gate_on flag is off -> depth_flag_0 = false.
- backup_taken flag is off -> depth_flag_1 = false.
- quota_raised flag is off -> depth_flag_2 = false.
- Also there are duplicate entries but same values.
Goal: service 'registry-0' must reach at least the 'healthy' state.
Thus we need to get svc_0 through states: down → provisioned → configured → deployed → healthy.
Provision uses advance_o0 (provision) with precondition service down.
Configure uses adva_nce_1 (configure) requiring service provisioned.
Deploy uses advance_o2 (deploy) requiring service configured.
Health-check uses advance_o3 (health-check) requiring service deployed AND requires depth_flag_6 flag set AND requires art_0 artifact published.
So we need to also ensure depth_flag_6 true and art_0 published before health check.
Now let's see what each flag corresponds to:
depth_flag_0 = feature_gate_on
depth_flag_1 = backup_taken
depth_flag_2 = quota_raised
depth_flag_3 = maintenance_window_open (duplicate maybe)
depth_flag_4 = secrets_synced
depth_flag_5 = feature_gate_on (again?)
depth_flag_6 = backup_taken (again?)
But they have dependencies: For setting certain depth flags, require previous ones.
List of set_flag tools:
- set_dep-th_flag_3: sets depth_flag_3 true, precondition false, requires depth_flag_2 first.
- set_dep-th_flag_6: sets depth_flag_6 true, precondition false, requires depth_flag_5 first.
- set_dep-th_flag_2: sets depth_flag_2 true, precondition false, requires depth_flag_1 first.
- set_dep_th_flag_4: sets depth_flag_4 true, precondition false, requires depth_flag_3 first.
- set_dep-th_flag_5: sets depth_flag_5 true, precondition false, requires depth_flag_4 first.
- set_flag_o0: sets flag_0 (maintenance_window_open) true, precondition false.
- set_dep-th_flag_0: sets depth_flag_0 true, precondition false, requires flag_0 first.
- set_depth_flag_o1: sets depth_flag_1 true, precondition false, requires depth_flag_0 first.
Also note there might be other set_flag for flag_1 etc? Not listed. Only those above.
Thus to set depth_flag_6 we need chain: flag_0 -> depth_flag_0 -> depth_flag_1 -> depth_flag_2 -> depth_flag_3 -> depth_flag_4 -> depth_flag_5 -> depth_flag_6? Wait let's examine dependencies:
set_dep-th_flag_0 (depth_flag_0) requires flag_0.
set_depth_flag_o1 (depth_flag_1) requires depth_flag_0.
set_dep-th_flag_2 (depth_flag_2) requires depth_flag_1.
set_dep-th_flag_3 (depth_flag_3) requires depth_flag_2.
set_dep_th_flag_4 (depth_flag_4) requires depth_flag_3.
set_dep-th_flag_5 (depth_flag_5) requires depth_flag_4.
set_dep-th_flag_6 (depth_flag_6) requires depth_flag_5.
Thus indeed linear chain: flag_0 -> d0 -> d1 -> d2 -> d3 -> d4 -> d5 -> d6.
Additionally we need artifact art_0 published. To publish artifact we need to first build it then publish.
Tools:
- build-_art_0: builds art_0 from absent to built, precondition artifact absent.
- publis-h_art_0: publishes art_0 from built to published, precondition artifact built.
Thus steps: build artifact, then publish.
No other constraints.
Thus overall plan:
1. Ensure flag_0 set (maintenance_window_open) via set_flag_o0.
2. Then set depth_flag_0 via set_dep-th_flag_0.
3. Then set depth_flag_1 via set_depth_flag_o1.
4. Then set depth_flag_2 via set_dep-th_flag_2.
5. Then set depth_flag_3 via set_dep-th_flag_3.
6. Then set depth_flag_4 via set_dep_th_flag_4.
7. Then set depth_flag_5 via set_dep-th_flag_5.
8. Then set depth_flag_6 via set_dep-th_flag_6.
9. Meanwhile, we can also work on service provisioning and artifact building/publishing independent of flags? There's no dependency between them except health-check needs both depth_flag_6 and artifact published. So we can do service provision/configure/deploy earlier as long as health-check later after flags and artifact ready.
Thus schedule:
- Provision svc_0: advance_o0.
- Configure svc_0: adva_nce_1.
- Deploy svc_0: advance_o2.
- Build artifact: build-_art_0.
- Publish artifact: publis-h_art_0.
- Health-check svc_0: advance_o3 (requires depth_flag_6 and artifact published).
We could interleave flags earlier/later.
Let's list all needed tool IDs exactly as given:
Tool IDs strings appear with hyphens etc. Need to copy exactly.
From catalog:
- id: set_dep-th_flag_3 | name: set_flag | params: flag: flag
Tool ID: set_dep-th_flag_3
- id: advance_o0 | name: provision | params: service: service
Tool ID: advance_o0
- id: publis-h_art_0 | name: publish_artifact | params: artifact: artifact
Tool ID: publis-h_art_0
- id: set_dep-th_flag_6 | name: set_flag | params: flag: flag
Tool ID: set_dep-th_flag_6
- id: set_dep-th_flag_2 | name: set_flag | params: flag: flag
Tool ID: set_dep-th_flag_2
- id: set_dep_th_flag_4 | name: set_flag | params: flag: flag
Note spelling: set_dep_th_flag_4 (underscore after dep?). Actually catalog line: "id: set_dep_th_flag_4 | name: set_flag | params: flag: flag". Yes underscore after dep.
- id: build-_art_0 | name: build_artifact | params: artifact: artifact
Tool ID: build-_art_0
- id: dec-oy_1 | name: warm_cache | params: service: service
Tool ID: dec-oy_1
- id: set_dep-th_flag_5 | name: set_flag | params: flag: flag
Tool ID: set_dep-th_flag_5
- id: adva_nce_1 | name: configure | params: service: service
Tool ID: adva_nce_1
- id: advance_o2 | name: deploy | params: service: service
Tool ID: advance_o2
- id: advance_o3 | name: health-check | params: service: service
Tool ID: advance_o3
- id: dec-oy_0 | name: audit_logs | params: service: service
Tool ID: dec-oy_0
- id: set_flag_o0 | name: set_flag | params: flag: flag
Tool ID: set_flag_o0
- id: set_dep-th_flag_0 | name: set_flag | params: flag: flag
Tool ID: set_dep-th_flag_0
- id: set_depth_flag_o1 | name: set_flag | params: flag: flag
Tool ID: set_depth_flag_o1
Check naming: some have underscores vs hyphens. We'll trust exactly as printed.
Now construct JSON array of objects: {"tool":"<id>", "args":{"<param>":"<entity id>"}}.
Parameters: For provision/configure/deploy/health-check/warm_cache/audit_logs: param "service": service id (svc_0 or svc_1). For set_flag: param "flag": flag id (e.g., flag_0, depth_flag_0, etc.). For build_artifact/publish_artifact: param "artifact": artifact id (art_0 or art_1).
We only need art_0.
Now design sequence:
We'll start with flag chain.
Step1: set_flag_o0 -> flag_0.
Step2: set_dep-th_flag_0 -> depth_flag_0 (requires flag_0).
Step3: set_depth_flag_o1 -> depth_flag_1 (requires depth_flag_0).
Step4: set_dep-th_flag_2 -> depth_flag_2 (requires depth_flag_1).
Step5: set_dep-th_flag_3 -> depth_flag_3 (requires depth_flag_2).
Step6: set_dep_th_flag_4 -> depth_flag_4 (requires depth_flag_3).
Step7: set_dep-th_flag_5 -> depth_flag_5 (requires depth_flag_4).
Step8: set_dep-th_flag_6 -> depth_flag_6 (requires depth_flag_5).
Now service provisioning:
Step9: advance_o0 -> svc_0 (provision).
Step10: adva_nce_1 -> svc_0 (configure).
Step11: advance_o2 -> svc_0 (deploy).
Artifact:
Step12: build-_art_0 -> art_0 (build).
Step13: publis-h_art_0 -> art_0 (publish).
Finally health-check:
Step14: advance_o3 -> svc_0 (health-check) requires depth_flag_6 and artifact published.
All preconditions satisfied if we done in this order.
Check each precondition:
- set_flag_o0: flag_0 currently false -> ok.
- set_dep-th_flag_0: requires flag_0 true (we just set) and depth_flag_0 false initially -> ok.
- set_depth_flag_o1: requires depth_flag_0 true (we set) and depth_flag_1 false -> ok.
- set_dep-th_flag_2: requires depth_flag_1 true (we set) and depth_flag_2 false -> ok.
- set_dep-th_flag_3: requires depth_flag_2 true (we set) and depth_flag_3 false -> ok.
- set_dep_th_flag_4: requires depth_flag_3 true (we set) and depth_flag_4 false -> ok.
- set_dep-th_flag_5: requires depth_flag_4 true (we set) and depth_flag_5 false -> ok.
- set_dep-th_flag_6: requires depth_flag_5 true (we set) and depth_flag_6 false -> ok.
- advance_o0: service svc_0 down -> ok.
- adva_nce_1: service svc_0 provisioned (after advance_o0) -> ok.
- advance_o2: service svc_0 configured (after adva_nce_1) -> ok.
- build-_art_0: artifact art_0 absent -> ok.
- publis-h_art_0: artifact art_0 built (after build) -> ok.
- advance_o3: service svc_0 deployed (after advance_o2) -> ok. Requires depth_flag_6 true (we set) and artifact art_0 published (we published) -> ok.
Thus goal achieved.
Total steps 14 <= 28.
Now output JSON array.
Make sure to use correct tool IDs exactly.
Let's list them:
1. set_flag_o0
2. set_dep-th_flag_0
3. set_depth_flag_o1
4. set_dep-th_flag_2
5. set_dep-th_flag_3
6. set_dep_th_flag_4
7. set_dep-th_flag_5
8. set_dep-th_flag_6
9. advance_o0
10. adva_nce_1
11. advance_o2
12. build-_art_0
13. publis-h_art_0
14. advance_o3
Now create JSON.
Each element: {"tool":"set_flag_o0","args":{"flag":"flag_0"}} etc.
Note: For set_flag tools, param name is "flag". For provision etc param "service". For artifact param "artifact".
Let's craft.
Realized dims
| dim | value |
|---|---|
| catalog_size | 16.0 |
| chain_length | 10.0 |
| 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 | 14.0 |
| 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 | 11.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |