Record a1d6d90104454683a1008985f7f41f49
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:
- search-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.
- The quota_raised flag is off.
- The maintenance_window_open flag is off.
GOAL (all conditions must hold at the end):
- service 'search-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (search-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), depth_flag_7 (quota_raised), depth_flag_8 (maintenance_window_open)
TOOL CATALOG:
- 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: 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_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: 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_8 flag to be set. Requires the art_0 artifact to be published.
- 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_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_7 | name: set_flag | params: flag: flag
Set the depth_flag_7 flag to true. Precondition: it must currently be false. Requires the depth_flag_6 flag first.
- 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: set_dep_th_flag_8 | name: set_flag | params: flag: flag
Set the depth_flag_8 flag to true. Precondition: it must currently be false. Requires the depth_flag_7 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_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_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: 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: 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: 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_o4 | 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: 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: build_art_o0 | name: build_artifact | params: artifact: artifact
Build the art_0 artifact (moves it from 'absent' to 'built'). Precondition: the artifact must be 'absent'.
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 32 tool calls.
Response
[
{"tool": "build_art_o0", "args": {"artifact": "art_0"}},
{"tool": "publish_art_o0", "args": {"artifact": "art_0"}},
{"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_dep_th_flag_3", "args": {"flag": "depth_flag_3"}},
{"tool": "set_depth_flag_o4", "args": {"flag": "depth_flag_4"}},
{"tool": "set_depth_flag_o5", "args": {"flag": "depth_flag_5"}},
{"tool": "set_dep_th_flag_6", "args": {"flag": "depth_flag_6"}},
{"tool": "set_dep_th_flag_7", "args": {"flag": "depth_flag_7"}},
{"tool": "set_dep_th_flag_8", "args": {"flag": "depth_flag_8"}},
{"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 service search-0 being healthy.
Goal: service 'search-0' must reach at least the 'healthy' state.
Current state: services both down. Artifacts absent? Actually they say release-image artifact does not exist yet => absent. db-migration also absent. Flags all off (false).
We have many flags with dependencies forming chains:
Let's list each flag entity IDs as given:
flag_0 = maintenance_window_open
depth_flag_0 = feature_gate_on
depth_flag_1 = backup_taken
depth_flag_2 = quota_raised
depth_flag_3 = maintenance_window_open (again duplicate?)
depth_flag_4 = secrets_synced
depth_flag_5 = feature_gate_on
depth_flag_6 = backup_taken
depth_flag_7 = quota_raised
depth_flag_8 = maintenance_window_open
So there are three groups: group A: flag_0 -> depth_flag_0 -> depth_flag_1 -> depth_flag_2 -> depth_flag_3 -> depth_flag_4 -> depth_flag_5 -> depth_flag_6 -> depth_flag_7 -> depth_flag_8 ???
But looking at definitions:
set_flag_o0 sets flag_0 (requires nothing else) - precondition flag_0 false.
set_dep_th_flag_0 sets depth_flag_0 requires flag_0 first.
set_dep_th_flag_1 sets depth_flag_1 requires depth_flag_0 first.
set_dep_th_flag_2 sets depth_flag_2 requires depth_flag_1 first.
set_dep_th_flag_3 sets depth_flag_3 requires depth_flag_2 first.
set_depth_flag_o4 sets depth_flag_4 requires depth_flag_3 first.
set_depth_flag_o5 sets depth_flag_5 requires depth_flag_4 first.
set_dep_th_flag_6 sets depth_flag_6 requires depth_flag_5 first.
set_dep_th_flag_7 sets depth_flag_7 requires depth_flag_6 first.
set_dep_th_flag_8 sets depth_flag_8 requires depth_flag_7 first.
Thus we can chain them sequentially starting from flag_0 up to depth_flag_8.
Now health-check tool advan-ce_3 moves service from deployed to healthy, requiring depth_flag_8 set AND artifact art_0 published.
Deploy steps: Need to get service from down->provisioned via provision (adva_nce_0). Then configured via configure (adva_nce_1). Then deployed via deploy (adva-nce_2). Then health-check to healthy.
Also need artifact built then published: build_art_o0 builds artifact from absent to built. publish_art_o0 publishes from built to published.
Precondition for building: artifact absent (true initially). For publishing: artifact must be built.
Thus overall plan:
1. Build artifact: build_art_o0 (artifact: art_0)
2. Publish artifact: publish_art_o0 (artifact: art_0)
3. Start flag chain: set_flag_o0 (flag: flag_0)
This will turn flag_0 true.
4. set_dep_th_flag_0 (flag: depth_flag_0) // needs flag_0 true
5. set_dep_th_flag_1 (flag: depth_flag_1) // needs depth_flag_0 true
6. set_dep_th_flag_2 (flag: depth_flag_2) // needs depth_flag_1 true
7. set_dep_th_flag_3 (flag: depth_flag_3) // needs depth_flag_2 true
8. set_depth_flag_o4 (flag: depth_flag_4) // needs depth_flag_3 true
9. set_depth_flag_o5 (flag: depth_flag_5) // needs depth_flag_4 true
10. set_dep_th_flag_6 (flag: depth_flag_6) // needs depth_flag_5 true
11. set_dep_th_flag_7 (flag: depth_flag_7) // needs depth_flag_6 true
12. set_dep_th_flag_8 (flag: depth_flag_8) // needs depth_flag_7 true
After this, depth_flag_8 true.
Then proceed with service:
13. provision service svc_0: adva_nce_0 (service: svc_0) // from down to provisioned
14. configure service svc_0: adva_nce_1 (service: svc_0) // from provisioned to configured
15. deploy service svc_0: adva-nce_2 (service: svc_0) // from configured to deployed
16. health-check service svc_0: adva-nce_3 (service: svc_0) // from deployed to healthy, requires depth_flag_8 true and artifact published.
Check preconditions: health-check requires depth_flag_8 flag set (we have after step 12) and art_0 artifact published (step 2). Good.
All other flags remain whatever but fine.
Make sure we didn't miss any required flags like maybe some others needed earlier? Not per description.
Potential issue: There might be requirement that certain flags must be set before provisioning etc., but not indicated. So okay.
Now ensure we used correct tool IDs exactly as listed.
List of tool IDs:
- build_art_o0
- publish_art_o0
- set_flag_o0
- set_dep_th_flag_0
- set_dep_th_flag_1
- set_dep_th_flag_2
- set_dep_th_flag_3
- set_depth_flag_o4
- set_depth_flag_o5
- set_dep_th_flag_6
- set_dep_th_flag_7
- set_dep_th_flag_8
- adva_nce_0
- adva_nce_1
- adva-nce_2
- adva-nce_3
Note hyphens vs underscores: Some have hyphens, some underscores. Must match exactly.
Given list:
- id: build_art_o0 | name: build_artifact ...
- id: publish_art_o0 | name: publish_artifact ...
- id: set_flag_o0 | name: set_flag ...
- id: set_dep_th_flag_0 | name: set_flag ...
- id: set_dep_th_flag_1 | name: set_flag ...
- id: set_dep_th_flag_2 | name: set_flag ...
- id: set_dep_th_flag_3 | name: set_flag ...
- id: set_depth_flag_o4 | name: set_flag ...
- id: set_depth_flag_o5 | name: set_flag ...
- id: set_dep_th_flag_6 | name: set_flag ...
- id: set_dep_th_flag_7 | name: set_flag ...
- id: set_dep_th_flag_8 | name: set_flag ...
- id: adva_nce_0 | name: provision ...
- id: adva_nce_1 | name: configure ...
- id: adva-nce_2 | name: deploy ...
- id: adva-nce_3 | name: health-check ...
Yes.
Now output JSON array of objects with tool and args.
Args format: {"artifact": "art_0"} etc. Service param key: "service". Flag param key: "flag".
Proceed.
Count steps: 16 total <=32.
Let's construct final answer.
Realized dims
| dim | value |
|---|---|
| catalog_size | 18.0 |
| chain_length | 12.0 |
| 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 | 16.0 |
| 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 | 13.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |