Record 64b8e1f6cee446fe8f0141993bfa7d21
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:
- auth-api-0 is currently down (not yet provisioned).
- gateway-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 'auth-api-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (auth-api-0), svc_1 (gateway-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_depth_flag_o5 | 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: set_depth_flag_o6 | 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: adva_nce_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_o0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- 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_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_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: adva_nce_0 | name: provision | params: service: service
Provision a service, moving it from 'down' to 'provisioned'. Precondition: the service must currently be 'down'.
- id: set_depth_flag_o3 | 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: adva-nce_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 depth_flag_6 flag to be set. Requires the art_0 artifact to be published.
- 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: publish_art_o0 | name: publish_artifact | params: artifact: artifact
Publish the art_0 artifact (moves it from 'built' to 'published'). Precondition: the artifact must be 'built'.
- 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_1 | 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.
- 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.
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_dep-th_flag_1","args":{"flag":"depth_flag_1"}},
{"tool":"set_dep_th_flag_2","args":{"flag":"depth_flag_2"}},
{"tool":"set_depth_flag_o3","args":{"flag":"depth_flag_3"}},
{"tool":"set_dep_th_flag_4","args":{"flag":"depth_flag_4"}},
{"tool":"set_depth_flag_o5","args":{"flag":"depth_flag_5"}},
{"tool":"set_depth_flag_o6","args":{"flag":"depth_flag_6"}},
{"tool":"build-_art_0","args":{"artifact":"art_0"}},
{"tool":"publish_art_o0","args":{"artifact":"art_0"}},
{"tool":"adva_nce_0","args":{"service":"svc_0"}},
{"tool":"adva_nce_1","args":{"service":"svc_0"}},
{"tool":"adva_nce_2","args":{"service":"svc_0"}},
{"tool":"adva-nce_3","args":{"service":"svc_0"}}
]
Reasoning
Model reasoning
We need to produce a sequence of tool calls leading to auth-api-0 healthy.
Goal: service 'auth-api-0' must reach at least the 'healthy' state.
Current state: both services down. No artifacts built/published. Flags all off.
We have many flags with dependencies:
List of flags:
flag_0 = maintenance_window_open? Actually description says flag_0 (maintenance_window_open) but also there's duplicate later: depth_flag_3 (maintenance_window_open) etc. Let's parse each entry:
Entity IDs list includes:
- Services: svc_0 (auth-api-0), svc_1 (gateway-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)
So we have multiple similar flags maybe duplicates due to naming confusion. But they are distinct boolean variables.
Now look at tool definitions:
set_flag_o0: sets flag_0 to true. precondition: flag_0 currently false.
adva_nce_0: provision service -> moves from down to provisioned. requires service down.
adva_nce_1: configure service -> from provisioned to configured. requires service provisioned.
adva_nce_2: deploy service -> from configured to deployed. requires service configured.
adva-nce_3: health-check service -> from deployed to healthy. requires service deployed AND depth_flag_6 flag set AND art_0 artifact published.
Thus to get auth-api-0 healthy, we need to:
- Provision svc_0
- Configure svc_0
- Deploy svc_0
- Ensure depth_flag_6 is true
- Ensure art_0 artifact is published
- Then run health-check on svc_0.
Also note other steps like building artifact, publishing artifact require certain states.
Let's see artifact flow:
build-_art_0: builds art_0 from absent to built. precondition: artifact absent.
publish_art_o0: publishes art_0 from built to published. precondition: artifact built.
Thus we need to build then publish.
Depth flags chain: There are several set_flag tools setting various depth flags with prerequisites.
list them:
- set_depth_flag_o5: set depth_flag_5 true. precondition: depth_flag_5 false. Requires depth_flag_4 flag first. Means before executing this tool, depth_flag_4 must already be true? Or as part of its execution? Usually requirement means the flag must be set prior. So we need depth_flag_4 true before we can set depth_flag_5.
- set_depth_flag_o6: set depth_flag_6 true. precondition: depth_flag_6 false. Requires depth_flag_5 flag first.
- set_dep_th_flag_2: set depth_flag_2 true. precondition: depth_flag_2 false. Requires depth_flag_1 flag first.
- set_dep_th_flag_0: set depth_flag_0 true. precondition: depth_flag_0 false. Requires flag_0 flag first.
- set_depth_flag_o3: set depth_flag_3 true. precondition: depth_flag_3 false. Requires depth_flag_2 flag first.
- set_dep-th_flag_1: set depth_flag_1 true. precondition: depth_flag_1 false. Requires depth_flag_0 flag first.
- set_dep_th_flag_4: set depth_flag_4 true. precondition: depth_flag_4 false. Requires depth_flag_3 flag first.
Thus we have chains:
Chain A: flag_0 -> depth_flag_0 -> depth_flag_1 -> depth_flag_2 -> depth_flag_3 -> depth_flag_4 -> depth_flag_5 -> depth_flag_6
Check each step:
- To set depth_flag_0: needs flag_0 true.
- To set depth_flag_1: needs depth_flag_0 true.
- To set depth_flag_2: needs depth_flag_1 true.
- To set depth_flag_3: needs depth_flag_2 true.
- To set depth_flag_4: needs depth_flag_3 true.
- To set depth_flag_5: needs depth_flag_4 true.
- To set depth_flag_6: needs depth_flag_5 true.
Thus indeed linear chain.
Additionally there might be alternative path via other flags? Not needed.
Thus to get depth_flag_6 true, we need to set flag_0 true first, then sequentially set each depth flag.
But we also have some other flags: flag_1 (secrets_synced) appears unused except maybe not required. Also depth_flag_... duplicates appear again but same names.
Thus our plan:
1. set_flag_o0: set flag_0 true.
2. set_dep_th_flag_0: set depth_flag_0 true (requires flag_0).
3. set_dep-th_flag_1: set depth_flag_1 true (requires depth_flag_0).
4. set_dep_th_flag_2: set depth_flag_2 true (requires depth_flag_1).
5. set_depth_flag_o3: set depth_flag_3 true (requires depth_flag_2).
6. set_dep_th_flag_4: set depth_flag_4 true (requires depth_flag_3).
7. set_depth_flag_o5: set depth_flag_5 true (requires depth_flag_4).
8. set_depth_flag_o6: set depth_flag_6 true (requires depth_flag_5).
After that depth_flag_6 true.
9. Build artifact: build-_art_0 (artifact art_0) from absent to built.
10. Publish artifact: publish_art_o0 (artifact art_0) from built to published.
Now handle service:
11. adva_nce_0: provision svc_0 (from down to provisioned).
12. adva_nce_1: configure svc_0 (from provisioned to configured).
13. adva_nce_2: deploy svc_0 (from configured to deployed).
14. adva-nce_3: health-check svc_0 (from deployed to healthy) requiring depth_flag_6 true and art_0 published.
All preconditions satisfied if we did steps in order.
Check each tool's precondition details:
- set_flag_o0: flag_0 currently false => ok initially.
- set_dep_th_flag_0: depth_flag_0 false, requires flag_0 true (we set it in step1) => ok after step1.
- set_dep-th_flag_1: depth_flag_1 false, requires depth_flag_0 true (step2) => ok after step2.
- set_dep_th_flag_2: depth_flag_2 false, requires depth_flag_1 true (step3) => ok after step3.
- set_depth_flag_o3: depth_flag_3 false, requires depth_flag_2 true (step4) => ok after step4.
- set_dep_th_flag_4: depth_flag_4 false, requires depth_flag_3 true (step5) => ok after step5.
- set_depth_flag_o5: depth_flag_5 false, requires depth_flag_4 true (step6) => ok after step6.
- set_depth_flag_o6: depth_flag_6 false, requires depth_flag_5 true (step7) => ok after step7.
- build-_art_0: artifact absent => ok initially (no other precondition).
- publish_art_o0: artifact built => after step9.
- adva_nce_0: service down => svc_0 down initially.
- adva_nce_1: service provisioned => after step11.
- adva_nce_2: service configured => after step12.
- adva-nce_3: service deployed => after step13; also requires depth_flag_6 true (after step8) and art_0 published (after step10). All good.
Thus total steps 14.
We should output JSON array of objects with tool and args.
Need to map entity IDs exactly: For service args use "service": "svc_0". For artifact args use "artifact": "art_0". For flag args use "flag": "<flag entity id>" e.g., "flag": "flag_0" etc.
Check flag entity IDs: flag_0, depth_flag_0, depth_flag_1, depth_flag_2, depth_flag_3, depth_flag_4, depth_flag_5, depth_flag_6.
Thus:
Step1: {"tool":"set_flag_o0","args":{"flag":"flag_0"}}
Step2: {"tool":"set_dep_th_flag_0","args":{"flag":"depth_flag_0"}}
Step3: {"tool":"set_dep-th_flag_1","args":{"flag":"depth_flag_1"}} Note tool id: set_dep-th_flag_1 (note hyphen after dep?). In catalog: "id": "set_dep-th_flag_1". Yes includes hyphen after dep. We'll copy exactly.
Step4: {"tool":"set_dep_th_flag_2","args":{"flag":"depth_flag_2"}} Catalog: "set_dep_th_flag_2".
Step5: {"tool":"set_depth_flag_o3","args":{"flag":"depth_flag_3"}} Catalog: "set_depth_flag_o3".
Step6: {"tool":"set_dep_th_flag_4","args":{"flag":"depth_flag_4"}} Catalog: "set_dep_th_flag_4".
Step7: {"tool":"set_depth_flag_o5","args":{"flag":"depth_flag_5"}} Catalog: "set_depth_flag_o5".
Step8: {"tool":"set_depth_flag_o6","args":{"flag":"depth_flag_6"}} Catalog: "set_depth_flag_o6".
Step9: {"tool":"build-_art_0","args":{"artifact":"art_0"}} Catalog: "build-_art_0". Note includes hyphen and underscore? It's "build-_art_0". Use exactly.
Step10: {"tool":"publish_art_o0","args":{"artifact":"art_0"}} Catalog: "publish_art_o0".
Step11: {"tool":"adva_nce_0","args":{"service":"svc_0"}} Catalog: "adva_nce_0".
Step12: {"tool":"adva_nce_1","args":{"service":"svc_0"}} Catalog: "adva_nce_1".
Step13: {"tool":"adva_nce_2","args":{"service":"svc_0"}} Catalog: "adva_nce_2".
Step14: {"tool":"adva-nce_3","args":{"service":"svc_0"}} Catalog: "adva-nce_3". Note hyphen after adva.
Return JSON array.
Make sure no extra text.
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 |