Record 7f241abd8e4d46709801c12e38e0fdfa
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: advance_o0 | name: provision | params: service: service
Provision a service, moving it from 'down' to 'provisioned'. Precondition: the service must currently be 'down'.
- 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: 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_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_o8 | 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: 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: 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: 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_depth_flag_o2 | 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_flag_0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- 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: 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: 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: 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: decoy_o1 | 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_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_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.
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": "set_flag_0", "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_depth_flag_o2", "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_dep-th_flag_5", "args": {"flag": "depth_flag_5"}},
{"tool": "set_depth_flag_o6", "args": {"flag": "depth_flag_6"}},
{"tool": "set_dep_th_flag_7", "args": {"flag": "depth_flag_7"}},
{"tool": "set_depth_flag_o8", "args": {"flag": "depth_flag_8"}},
{"tool": "build_art_0", "args": {"artifact": "art_0"}},
{"tool": "publis-h_art_0", "args": {"artifact": "art_0"}},
{"tool": "advance_o0", "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 reaching healthy state.
Goal: service 'search-0' must reach at least the 'healthy' state.
Current state: services both down. No artifacts built/published. Flags all off.
We have many flags with dependencies forming chains:
Let's list flags:
flag_0 = maintenance_window_open (top-level? Actually there is also depth_flag_3 etc duplicates but we treat them as separate.)
depth_flag_0 = feature_gate_on
depth_flag_1 = ??? maybe something else? Not given mapping but they said depth_flag_0 (feature_gate_on) etc. So depth_flag_0 corresponds to feature_gate_on, depth_flag_1 unknown? But likely some other internal dependency chain.
But anyway we can see patterns: To set certain depth flags we need previous ones.
Specifically:
set_dep-th_flag_5 sets depth_flag_5 requires depth_flag_4.
set_dep_th_flag_7 sets depth_flag_7 requires depth_flag_6.
set_dep_th_flag_0 sets depth_flag_0 requires flag_0.
set_depth_flag_o8 sets depth_flag_8 requires depth_flag_7.
set_dep-th_flag_1 sets depth_flag_1 requires depth_flag_0.
set_depth_flag_o2 sets depth_flag_2 requires depth_flag_1.
set_flag_0 sets flag_0 (no prereq).
set_dep-th_flag_4 sets depth_flag_4 requires depth_flag_3.
set_depth_flag_o6 sets depth_flag_6 requires depth_flag_5.
set_depth_flag_o3 sets depth_flag_3 requires depth_flag_2.
Thus we have two independent chains perhaps?
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 -> depth_flag_7 -> depth_flag_8 ?
Wait let's map precisely using each tool:
- set_flag_0: sets flag_0 (requires nothing)
- set_dep_th_flag_0: sets depth_flag_0 requires flag_0
- set_dep-th_flag_1: sets depth_flag_1 requires depth_flag_0
- set_depth_flag_o2: sets depth_flag_2 requires depth_flag_1
- set_depth_flag_o3: sets depth_flag_3 requires depth_flag_2
- set_dep-th_flag_4: sets depth_flag_4 requires depth_flag_3
- set_dep-th_flag_5: sets depth_flag_5 requires depth_flag_4
- set_depth_flag_o6: sets depth_flag_6 requires depth_flag_5
- set_dep_th_flag_7: sets depth_flag_7 requires depth_flag_6
- set_depth_flag_o8: sets depth_flag_8 requires depth_flag_7
So indeed a linear chain from flag_0 up to depth_flag_8 via those intermediate steps.
Now health-check tool: adva-nce_3 (health-check) moves service from deployed to healthy, precondition: service must be currently deployed, requires depth_flag_8 flag to be set, requires art_0 artifact to be published.
Thus to get service healthy we need:
- Service search-0 must go through states: down -> provisioned -> configured -> deployed -> healthy.
Provision tool: advance_o0 (provision) moves service from down to provisioned.
Configure tool: adva-nce_1 (configure) moves from provisioned to configured.
Deploy tool: adva-nce_2 (deploy) moves from configured to deployed.
Health-check tool: adva-nce_3 moves from deployed to healthy requiring depth_flag_8 and art_0 published.
Also need to build and publish artifact art_0: build_art_0 then publis-h_art_0.
Additionally we might need to ensure other services? Not required.
Thus overall plan:
1. set_flag_0 (to turn on maintenance_window_open? Actually flag_0 is maintenance_window_open)
2. set_dep_th_flag_0 (depth_flag_0)
3. set_dep-th_flag_1 (depth_flag_1)
4. set_depth_flag_o2 (depth_flag_2)
5. set_depth_flag_o3 (depth_flag_3)
6. set_dep-th_flag_4 (depth_flag_4)
7. set_dep-th_flag_5 (depth_flag_5)
8. set_depth_flag_o6 (depth_flag_6)
9. set_dep_th_flag_7 (depth_flag_7)
10. set_depth_flag_o8 (depth_flag_8)
Then build artifact:
11. build_art_0
12. publis-h_art_0
Provision service:
13. advance_o0 (provision) for svc_0 (search-0)
14. adva-nce_1 (configure) for svc_0
15. adva-nce_2 (deploy) for svc_0
16. adva-nce_3 (health-check) for svc_0 (requires depth_flag_8 and art_0 published)
Check if any other constraints: The health-check also requires depth_flag_8 flag to be set (we will have done). Also requires art_0 artifact to be published (done after build/publish). Good.
Potential duplicate flags: There are also depth_flag_3 etc duplicates like depth_flag_3 (maintenance_window_open) etc but we ignore.
All preconditions satisfied sequentially.
Make sure each tool's precondition holds at moment called.
Let's verify step by step.
Initial: flag_0 false, depth flags false, art_0 absent, service down.
Step1 set_flag_0: precondition flag_0 false => ok. After: flag_0 true.
Step2 set_dep_th_flag_0: precondition depth_flag_0 false and requires flag_0 true => ok. After depth_flag_0 true.
Step3 set_dep-th_flag_1: precondition depth_flag_1 false and requires depth_flag_0 true => ok.
Step4 set_depth_flag_o2: precondition depth_flag_2 false and requires depth_flag_1 true => ok.
Step5 set_depth_flag_o3: precondition depth_flag_3 false and requires depth_flag_2 true => ok.
Step6 set_dep-th_flag_4: precondition depth_flag_4 false and requires depth_flag_3 true => ok.
Step7 set_dep-th_flag_5: precondition depth_flag_5 false and requires depth_flag_4 true => ok.
Step8 set_depth_flag_o6: precondition depth_flag_6 false and requires depth_flag_5 true => ok.
Step9 set_dep_th_flag_7: precondition depth_flag_7 false and requires depth_flag_6 true => ok.
Step10 set_depth_flag_o8: precondition depth_flag_8 false and requires depth_flag_7 true => ok.
Now depth_flag_8 true.
Step11 build_art_0: precondition artifact absent => ok. After built.
Step12 publis-h_art_0: precondition artifact built => ok. After published.
Step13 advance_o0 provision svc_0: precondition service down => ok. After provisioned.
Step14 adva-nce_1 configure svc_0: precondition provisioned => ok. After configured.
Step15 adva-nce_2 deploy svc_0: precondition configured => ok. After deployed.
Step16 adva-nce_3 health-check svc_0: precondition deployed, depth_flag_8 true, art_0 published => ok. After healthy.
Goal achieved.
We used 16 tool calls (<32). Provide JSON array.
Need to use exact tool IDs as given. Let's list them exactly:
- set_flag_0
- set_dep_th_flag_0
- set_dep-th_flag_1
- set_depth_flag_o2
- set_depth_flag_o3
- set_dep-th_flag_4
- set_dep-th_flag_5
- set_depth_flag_o6
- set_dep_th_flag_7
- set_depth_flag_o8
- build_art_0
- publis-h_art_0
- advance_o0
- adva-nce_1
- adva-nce_2
- adva-nce_3
Note hyphens and underscores: Some have hyphens, some underscores. Need to copy exactly.
From catalog:
id: set_flag_0 | name: set_flag | params: flag: flag
id: set_dep_th_flag_0 | name: set_flag | params: flag: flag
id: set_dep-th_flag_1 | name: set_flag | params: flag: flag
id: set_depth_flag_o2 | name: set_flag | params: flag: flag
id: set_depth_flag_o3 | name: set_flag | params: flag: flag
id: set_dep-th_flag_4 | name: set_flag | params: flag: flag
id: set_dep-th_flag_5 | name: set_flag | params: flag: flag
id: set_depth_flag_o6 | name: set_flag | params: flag: flag
id: set_dep_th_flag_7 | name: set_flag | params: flag: flag
id: set_depth_flag_o8 | name: set_flag | params: flag: flag
id: build_art_0 | name: build_artifact | params: artifact: artifact
id: publis-h_art_0 | name: publish_artifact | params: artifact: artifact
id: advance_o0 | name: provision | params: service: service
id: adva-nce_1 | name: configure | params: service: service
id: adva-nce_2 | name: deploy | params: service: service
id: adva-nce_3 | name: health-check | params: service: service
Yes.
Now construct JSON array entries: each object {"tool": "<id>", "args": {"service": "svc_0" or "artifact": "art_0" or "flag": ???}} For flag tools, param is "flag": which flag entity id? According to description, flag param expects a flag entity id. Which ids correspond? They gave list of flags: flag_0 (maintenance_window_open), depth_flag_0 (feature_gate_on), depth_flag_1 (?), depth_flag_2, depth_flag_3, depth_flag_4, depth_flag_5, depth_flag_6, depth_flag_7, depth_flag_8. Also there are duplicate depth_flag_3 etc but we ignore.
Thus for each set_flag tool we need to specify which flag entity id to set.
E.g., set_flag_0 expects flag: flag_0.
set_dep_th_flag_0 expects flag: depth_flag_0.
set_dep-th_flag_1 expects flag: depth_flag_1.
set_depth_flag_o2 expects flag: depth_flag_2.
set_depth_flag_o3 expects flag: depth_flag_3.
set_dep-th_flag_4 expects flag: depth_flag_4.
set_dep-th_flag_5 expects flag: depth_flag_5.
set_depth_flag_o6 expects flag: depth_flag_6.
set_dep_th_flag_7 expects flag: depth_flag_7.
set_depth_flag_o8 expects flag: depth_flag_8.
Thus we need to include those.
Now produce 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 |