Record af10f73fad8c44a0b5531dc0c030d3b5
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:
- scheduler-0 is currently down (not yet provisioned).
- webhooks-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.
- The secrets_synced flag is off.
- The feature_gate_on flag is off.
GOAL (all conditions must hold at the end):
- service 'scheduler-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (scheduler-0), svc_1 (webhooks-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), depth_flag_9 (secrets_synced), depth_flag_10 (feature_gate_on)
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_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: set_dep_th_flag_10 | name: set_flag | params: flag: flag
Set the depth_flag_10 flag to true. Precondition: it must currently be false. Requires the depth_flag_9 flag first.
- id: set_depth_flag_o0 | 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: 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'.
- id: set_dep_th_flag_9 | name: set_flag | params: flag: flag
Set the depth_flag_9 flag to true. Precondition: it must currently be false. Requires the depth_flag_8 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: 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_10 flag to be set. Requires the art_0 artifact to be published.
- 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_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_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_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: 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_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: 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_0 | 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_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: advance_o2 | name: deploy | params: service: service
Deploy a service, moving it from 'configured' to 'deployed'. Precondition: the service must currently be 'configured'.
- 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'.
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 36 tool calls.
Response
[
{"tool":"set_flag_0","args":{"flag":"flag_0"}},
{"tool":"set_depth_flag_o0","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_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_dep_th_flag_8","args":{"flag":"depth_flag_8"}},
{"tool":"set_dep_th_flag_9","args":{"flag":"depth_flag_9"}},
{"tool":"set_dep_th_flag_10","args":{"flag":"depth_flag_10"}},
{"tool":"build_art_o0","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":"advance_o2","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 scheduler-0 being healthy.
Goal: service 'scheduler-0' must reach at least the 'healthy' state.
Current state: scheduler-0 is down (svc_0). We have services: svc_0 (scheduler-0) down, svc_1 (webhooks-1) down.
We need to bring scheduler-0 through states: down -> provisioned -> configured -> deployed -> healthy.
Provision uses tool "advance_o0" (name: provision) with param service: service. It moves from down to provisioned. Precondition: service must be down.
Configure uses "adva_nce_1" (configure): moves from provisioned to configured. Precondition: service must be provisioned.
Deploy uses "advance_o2" (deploy): moves from configured to deployed. Precondition: service must be configured.
Health-check uses "adva-nce_3" (health-check): moves from deployed to healthy. Precondition: service must be deployed AND requires depth_flag_10 flag to be set AND requires art_0 artifact to be published.
Thus we also need to ensure depth_flag_10 is true and art_0 is published before health-check.
Now let's see flags:
There are many flags: base 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), depth_flag_9 (secrets_synced), depth_flag_10 (feature_gate_on).
All start false? Not explicitly but given they list them as off initially. So all false.
Depth flags require previous ones: e.g., set_depth_flag_o0 sets depth_flag_0 requiring flag_0 first. Then set_dep-th_flag_1 sets depth_flag_1 requiring depth_flag_0. etc.
Let's map each set_flag tool:
- set_flag_0: sets flag_0 (maintenance_window_open). No precondition other than currently false.
- set_depth_flag_o0: sets depth_flag_0 (feature_gate_on). Precondition: flag_0 must be true.
- set_dep-th_flag_1: sets depth_flag_1 (backup_taken). Precondition: depth_flag_0 must be true.
- set_dep_th_flag_2: sets depth_flag_2 (quota_raised). Precondition: depth_flag_1 must be true.
- set_dep_th_flag_3: sets depth_flag_3 (maintenance_window_open). Precondition: depth_flag_2 must be true.
- set_dep-th_flag_4: sets depth_flag_4 (secrets_synced). Precondition: depth_flag_3 must be true.
- set_dep_th_flag_5: sets depth_flag_5 (feature_gate_on). Precondition: depth_flag_4 must be true.
- set_depth_flag_o6: sets depth_flag_6 (backup_taken). Precondition: depth_flag_5 must be true.
- set_dep_th_flag_7: sets depth_flag_7 (quota_raised). Precondition: depth_flag_6 must be true.
- set_dep-th_flag_8: sets depth_flag_8 (maintenance_window_open). Precondition: depth_flag_7 must be true.
- set_dep_th_flag_9: sets depth_flag_9 (secrets_synced). Precondition: depth_flag_8 must be true.
- set_dep_th_flag_10: sets depth_flag_10 (feature_gate_on). Precondition: depth_flag_9 must be true.
Thus to get depth_flag_10 true, we need to set flags sequentially from flag_0 up through depth_flag_9 then depth_flag_10.
Also note there are duplicate names like set_depth_flag_o0 vs set_dep-th_flag_1 etc. Need correct IDs.
List of tool IDs exactly as provided:
- advance_o0 (provision)
- set_dep_th_flag_8 (set_flag) // sets depth_flag_8
- set_dep_th_flag_10 (set_flag) // sets depth_flag_10
- set_depth_flag_o0 (set_flag) // sets depth_flag_0
- build_art_o0 (build_artifact) // builds art_0
- set_dep_th_flag_9 (set_flag) // sets depth_flag_9
- dec-oy_1 (warm_cache) // no effect
- adva-nce_3 (health-check) // health-check service
- set_dep_th_flag_2 (set_flag) // sets depth_flag_2
- set_dep_th_flag_3 (set_flag) // sets depth_flag_3
- set_dep-th_flag_1 (set_flag) // sets depth_flag_1
- set_depth_flag_o6 (set_flag) // sets depth_flag_6
- publis_h_art_0 (publish_artifact) // publishes art_0
- set_dep_th_flag_5 (set_flag) // sets depth_flag_5
- dec-oy_0 (audit_logs) // no effect
- set_flag_0 (set_flag) // sets flag_0
- set_dep_th_flag_7 (set_flag) // sets depth_flag_7
- set_dep-th_flag_4 (set_flag) // sets depth_flag_4
- advance_o2 (deploy) // deploy service
- adva_nce_1 (configure) // configure service
Note some naming inconsistencies: hyphens etc. Must use exact IDs.
Goal: need to run provision, configure, deploy, health-check on svc_0 after setting up flags and publishing artifact.
Also need to build artifact art_0 then publish it.
Build artifact: build_art_o0 (build_artifact) param artifact: artifact (should be art_0). Precondition: artifact absent.
Publish artifact: publis_h_art_0 (publish_artifact) param artifact: artifact (art_0). Precondition: artifact built.
Thus steps:
1. set_flag_0 (flag_0) to true.
2. set_depth_flag_o0 (depth_flag_0) requiring flag_0.
3. set_dep-th_flag_1 (depth_flag_1) requiring depth_flag_0.
4. set_dep_th_flag_2 (depth_flag_2) requiring depth_flag_1.
5. set_dep_th_flag_3 (depth_flag_3) requiring depth_flag_2.
6. set_dep-th_flag_4 (depth_flag_4) requiring depth_flag_3.
7. set_dep_th_flag_5 (depth_flag_5) requiring depth_flag_4.
8. set_depth_flag_o6 (depth_flag_6) requiring depth_flag_5.
9. set_dep_th_flag_7 (depth_flag_7) requiring depth_flag_6.
10. set_dep_th_flag_8 (depth_flag_8) requiring depth_flag_7.
11. set_dep_th_flag_9 (depth_flag_9) requiring depth_flag_8.
12. set_dep_th_flag_10 (depth_flag_10) requiring depth_flag_9.
Alternatively could stop earlier if health-check only needs depth_flag_10 and artifact published. Yes need depth_flag_10.
After that, we need to build artifact and publish.
13. build_art_o0 (artifact: art_0)
14. publis_h_art_0 (artifact: art_0)
Now service steps:
15. advance_o0 (service: svc_0) // provision
16. adva_nce_1 (service: svc_0) // configure
17. advance_o2 (service: svc_0) // deploy
18. adva-nce_3 (service: svc_0) // health-check (requires depth_flag_10 true and artifact published)
Check preconditions:
- For advance_o0: svc_0 down initially => ok.
- After provision, svc_0 becomes provisioned.
- adva_nce_1 requires provisioned => ok.
- After configure, svc_0 becomes configured.
- advance_o2 requires configured => ok.
- After deploy, svc_0 becomes deployed.
- adva-nce_3 requires deployed, depth_flag_10 true, art_0 published. We'll have set depth_flag_10 true via step 12, and published artifact via step 14. So ok.
Thus total 18 steps.
Need to output JSON array of objects with tool and args.
Args: For provision, configure, deploy, health-check: param "service": service ID (svc_0). For set_flag tools: param "flag": flag ID (the flag entity). For build_artifact/publish_artifact: param "artifact": artifact ID (art_0).
Flag IDs: need to use exact IDs as given in entity list:
- 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)
- 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)
- depth_flag_9 (secrets_synced)
- depth_flag_10 (feature_gate_on)
Thus for each set_flag tool we need to pass the appropriate flag.
Check each tool's description:
- set_flag_0: sets flag_0. So args {"flag": "flag_0"}.
- set_depth_flag_o0: sets depth_flag_0. Args {"flag": "depth_flag_0"}.
- set_dep-th_flag_1: sets depth_flag_1. Args {"flag": "depth_flag_1"}.
- set_dep_th_flag_2: sets depth_flag_2. Args {"flag": "depth_flag_2"}.
- set_dep_th_flag_3: sets depth_flag_3. Args {"flag": "depth_flag_3"}.
- set_dep-th_flag_4: sets depth_flag_4. Args {"flag": "depth_flag_4"}.
- set_dep_th_flag_5: sets depth_flag_5. Args {"flag": "depth_flag_5"}.
- set_depth_flag_o6: sets depth_flag_6. Args {"flag": "depth_flag_6"}.
- set_dep_th_flag_7: sets depth_flag_7. Args {"flag": "depth_flag_7"}.
- set_dep_th_flag_8: sets depth_flag_8. Args {"flag": "depth_flag_8"}.
- set_dep_th_flag_9: sets depth_flag_9. Args {"flag": "depth_flag_9"}.
- set_dep_th_flag_10: sets depth_flag_10. Args {"flag": "depth_flag_10"}.
Now check ordering dependencies: each requires previous flag true. Since we set them sequentially, ok.
Now verify that there aren't any other hidden preconditions like needing certain flags for artifact build/publish? No.
Now ensure we don't exceed 36 calls. We have 18.
Now produce JSON array.
Order:
[
{"tool":"set_flag_0","args":{"flag":"flag_0"}},
{"tool":"set_depth_flag_o0","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_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_dep_th_flag_8","args":{"flag":"depth_flag_8"}},
{"tool":"set_dep_th_flag_9","args":{"flag":"depth_flag_9"}},
{"tool":"set_dep_th_flag_10","args":{"flag":"depth_flag_10"}},
{"tool":"build_art_o0","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":"advance_o2","args":{"service":"svc_0"}},
{"tool":"adva-nce_3","args":{"service":"svc_0"}}
]
Double-check spelling of tool IDs exactly as given:
- set_flag_0 (yes)
- set_depth_flag_o0 (yes)
- set_dep-th_flag_1 (note hyphen after dep? The ID is "set_dep-th_flag_1". Yes includes hyphen between dep and th. So we must use exactly that.
- set_dep_th_flag_2 (underscore after dep? Actually "set_dep_th_flag_2". yes underscore.
- set_dep_th_flag_3 (underscore)
- set_dep-th_flag_4 (hyphen)
- set_dep_th_flag_5 (underscore)
- set_depth_flag_o6 (underscore? Actually "set_depth_flag_o6". yes.
- set_dep_th_flag_7 (underscore)
- set_dep_th_flag_8 (underscore)
- set_dep_th_flag_9 (underscore)
- set_dep_th_flag_10 (underscore)
- build_art_o0 (yes)
- publis_h_art_0 (yes)
- advance_o0 (yes)
- adva_nce_1 (yes)
- advance_o2 (yes)
- adva-nce_3 (yes)
Check each for correct hyphen/underscore.
Now ensure args keys: they expect "flag": "<entity id>" and "service": "<entity id>" and "artifact": "<entity id>".
Thus final answer is JSON array.
Make sure no extra text.
Realized dims
| dim | value |
|---|---|
| catalog_size | 20.0 |
| chain_length | 14.0 |
| 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 | 18.0 |
| 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 | 15.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |