Record 1c7667249345436fbaac248db3cb7619
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:
- ledger-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 'ledger-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (ledger-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: 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_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_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: 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: advance_o0 | name: provision | params: service: service
Provision a service, moving it from 'down' to 'provisioned'. Precondition: the service must currently be 'down'.
- 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_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.
- 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: 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_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_depth_flag_o7 | 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_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_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_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: 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_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_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: advance_o2 | name: deploy | params: service: service
Deploy a service, moving it from 'configured' to 'deployed'. Precondition: the service must currently be 'configured'.
- 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.)
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": "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": "set_-flag_0", "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": "set_depth_flag_o7", "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": "adva-nce_3", "args": {"service": "svc_0"}}
]
Reasoning
Model reasoning
We need to produce a sequence of tool calls leading to service ledger-0 reaching healthy state.
Goal: service 'ledger-0' must reach at least the 'healthy' state.
From initial state: ledger-0 is down (svc_0). We have flags all off (false). Artifacts absent.
We need to go through states:
Provision -> configured -> deployed -> healthy.
But there are dependencies: health-check requires depth_flag_10 true and artifact art_0 published.
Thus we need to satisfy those before health-check can run.
Also other steps like setting flags require chain of prerequisites.
Let's list needed actions:
1. Provision svc_0: using advance_o0 (provision) with service: svc_0. Precondition: service down => ok.
After provision, svc_0 becomes provisioned.
2. Configure svc_0: using adva_nce_1 (configure) with service: svc_0. Precondition: service provisioned => after step1 yes.
Now svc_0 configured.
3. Deploy svc_0: using advance_o2 (deploy) with service: svc_0. Precondition: service configured => after step2 yes.
Now svc_0 deployed.
4. Need to get artifact art_0 built and published.
Build artifact: build_art_0 (build_artifact) with artifact: art_0. Precondition: artifact absent => initially absent, so ok.
Then publish artifact: publis-h_art_0 (publish_artifact) with artifact: art_0. Precondition: artifact built => after build.
Now artifact published.
5. Need depth_flag_10 true. Depth_flag_10 corresponds to which? Let's map flags:
List of flags given: 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).
So depth_flag_10 = feature_gate_on (the third occurrence?). Actually they repeated many times but each depth_flag_i refers to same underlying concept maybe duplicates. Anyway we need to set depth_flag_10 true via set_dep-th_flag_10 tool. Its precondition: depth_flag_10 currently false, requires depth_flag_9 first.
Depth_flag_9 requires depth_flag_8 etc. So we need to set a chain of flags from depth_flag_0 up to depth_flag_10, each requiring previous.
Additionally some set_flag tools also require base flags like flag_0 etc.
Specifically:
set_dep_th_flag_0 sets depth_flag_0 true, requires flag_0 first.
set_depth_flag_o1 sets depth_flag_1 true, requires depth_flag_0 first.
set_dep-th_flag_2 sets depth_flag_2 true, requires depth_flag_1 first.
set_dep-th_flag_3 sets depth_flag_3 true, requires depth_flag_2 first.
set_dep-th_flag_4 sets depth_flag_4 true, requires depth_flag_3 first.
set_dep_th_flag_5 sets depth_flag_5 true, requires depth_flag_4 first.
set_dep-th_flag_6 sets depth_flag_6 true, requires depth_flag_5 first.
set_dep-th_flag_7 sets depth_flag_7 true, requires depth_flag_6 first.
set_dep-th_flag_8 sets depth_flag_8 true, requires depth_flag_7 first.
set_dep_th_flag_9 sets depth_flag_9 true, requires depth_flag_8 first.
set_dep-th_flag_10 sets depth_flag_10 true, requires depth_flag_9 first.
Thus we need to set flag_0 first (maintenance_window_open) via set_-flag_0 (no prereq). Then set depth_flag_0 via set_dep_th_flag_0 (requires flag_0). Then proceed upward.
Alternatively note there are duplicate flags for maintenance_window_open etc but we only need this chain.
Thus steps:
6. Set flag_0: set_-flag_0 with flag: flag_0.
7. Set depth_flag_0: set_dep_th_flag_0 with flag: flag (depth_flag_0). Wait param expects flag: flag (the flag entity). Which entity id for depth_flag_0? According to ENTITY IDS list: depth_flag_0 (feature_gate_on). They gave mapping: depth_flag_0 (feature_gate_on). So we pass flag: depth_flag_0.
Similarly subsequent ones refer to depth_flag_i entities.
Thus we will call set_dep_th_flag_0, set_depth_flag_o1, set_dep-th_flag_2, set_dep-th_flag_3, set_dep-th_flag_4, set_dep_th_flag_5, set_dep-th_flag_6, set_dep-th_flag_7, set_dep-th_flag_8, set_dep_th_flag_9, set_dep-th_flag_10.
Check each tool id exactly as given:
- set_-flag_0 (id: set_-flag_0) name: set_flag, params: flag: flag.
- set_dep_th_flag_0 (id: set_dep_th_flag_0) name: set_flag, params: flag: flag.
- set_depth_flag_o1 (id: set_depth_flag_o1) name: set_flag, params: flag: flag.
- set_dep-th_flag_2 (id: set_dep-th_flag_2) name: set_flag, params: flag: flag.
- set_dep-th_flag_3 (id: set_dep-th_flag_3) name: set_flag, params: flag: flag.
- set_dep-th_flag_4 (id: set_dep-th_flag_4) name: set_flag, params: flag: flag.
- set_dep_th_flag_5 (id: set_dep_th_flag_5) name: set_flag, params: flag: flag.
- set_dep-th_flag_6 (id: set_dep-th_flag_6) name: set_flag, params: flag: flag.
- set_dep-th_flag_7 (id: set_depth_flag_o7) actually check: there is "set_depth_flag_o7" (id: set_depth_flag_o7) name: set_flag, params: flag: flag. That's for depth_flag_7.
Wait we have both set_dep-th_flag_6 and set_depth_flag_o7 etc. Let's list all set_flag tools from catalog:
- set_dep_th_flag_5 (id: set_dep_th_flag_5) name: set_flag, params: flag: flag. Sets depth_flag_5 true, requires depth_flag_4.
- set_depth_flag_o1 (id: set_depth_flag_o1) name: set_flag, params: flag: flag. Sets depth_flag_1 true, requires depth_flag_0.
- set_dep-th_flag_4 (id: set_dep-th_flag_4) name: set_flag, params: flag: flag. Sets depth_flag_4 true, requires depth_flag_3.
- set_-flag_0 (id: set_-flag_0) name: set_flag, params: flag: flag. Sets flag_0 true.
- set_dep-th_flag_3 (id: set_dep-th_flag_3) name: set_flag, params: flag: flag. Sets depth_flag_3 true, requires depth_flag_2.
- set_depth_flag_o7 (id: set_depth_flag_o7) name: set_flag, params: flag: flag. Sets depth_flag_7 true, requires depth_flag_6.
- set_dep-th_flag_10 (id: set_dep-th_flag_10) name: set_flag, params: flag: flag. Sets depth_flag_10 true, requires depth_flag_9.
- set_dep-th_flag_6 (id: set_dep-th_flag_6) name: set_flag, params: flag: flag. Sets depth_flag_6 true, requires depth_flag_5.
- set_dep-th_flag_2 (id: set_dep-th_flag_2) name: set_flag, params: flag: flag. Sets depth_flag_2 true, requires depth_flag_1.
- set_dep_th_flag_9 (id: set_dep_th_flag_9) name: set_flag, params: flag: flag. Sets depth_flag_9 true, requires depth_flag_8.
- set_dep-th_flag_8 (id: set_dep-th_flag_8) name: set_flag, params: flag: flag. Sets depth_flag_8 true, requires depth_flag_7.
- set_dep_th_flag_0 (id: set_dep_th_flag_0) name: set_flag, params: flag: flag. Sets depth_flag_0 true, requires flag_0.
Thus we have missing set for depth_flag_? Actually we have all needed except maybe depth_flag_? we have set for 0,1,2,3,4,5,6,7,8,9,10. Good.
Note naming inconsistencies: set_depth_flag_o1 (letter o vs zero) but it's fine.
Now after setting depth_flag_10 true, we also need artifact art_0 published (we already did). Then we can health-check svc_0 using adva-nce_3 (health-check) with service: svc_0. Precondition: service deployed, depth_flag_10 true, artifact art_0 published.
Thus final step: health-check.
Now ensure we didn't miss any other prerequisites like maybe need to set other flags like maintenance_window_open etc? Not required for health-check per spec. It only requires depth_flag_10 and artifact.
Thus plan:
1. advance_o0 (provision svc_0)
2. adva_nce_1 (configure svc_0)
3. advance_o2 (deploy svc_0)
4. build_art_0 (build artifact)
5. publis-h_art_0 (publish artifact)
6. set_-flag_0 (set flag_0)
7. set_dep_th_flag_0 (set depth_flag_0)
8. set_depth_flag_o1 (set depth_flag_1)
9. set_dep-th_flag_2 (set depth_flag_2)
10. set_dep-th_flag_3 (set depth_flag_3)
11. set_dep-th_flag_4 (set depth_flag_4)
12. set_dep_th_flag_5 (set depth_flag_5)
13. set_dep-th_flag_6 (set depth_flag_6)
14. set_depth_flag_o7 (set depth_flag_7)
15. set_dep-th_flag_8 (set depth_flag_8)
16. set_dep_th_flag_9 (set depth_flag_9)
17. set_dep-th_flag_10 (set depth_flag_10)
18. adva-nce_3 (health-check svc_0)
That's 18 calls, within limit.
Need to verify each precondition holds at time of call.
Let's simulate quickly.
Initial: svc_0 down, artifacts absent, all flags false.
Step1: advance_o0 provision svc_0: precondition svc_0 down => true. After: svc_0 provisioned.
Step2: adva_nce_1 configure svc_0: precondition svc_0 provisioned => true. After: svc_0 configured.
Step3: advance_o2 deploy svc_0: precondition svc_0 configured => true. After: svc_0 deployed.
Step4: build_art_0: precondition artifact absent => true. After: art_0 built.
Step5: publis-h_art_0: precondition artifact built => true. After: art_0 published.
Step6: set_-flag_0: precondition flag_0 false => true. After: flag_0 true.
Step7: set_dep_th_flag_0: precondition depth_flag_0 false and requires flag_0 true => flag_0 true now, ok. After: depth_flag_0 true.
Step8: set_depth_flag_o1: precondition depth_flag_1 false and requires depth_flag_0 true => ok. After: depth_flag_1 true.
Step9: set_dep-th_flag_2: precondition depth_flag_2 false and requires depth_flag_1 true => ok. After: depth_flag_2 true.
Step10: set_dep-th_flag_3: precondition depth_flag_3 false and requires depth_flag_2 true => ok. After: depth_flag_3 true.
Step11: set_dep-th_flag_4: precondition depth_flag_4 false and requires depth_flag_3 true => ok. After: depth_flag_4 true.
Step12: set_dep_th_flag_5: precondition depth_flag_5 false and requires depth_flag_4 true => ok. After: depth_flag_5 true.
Step13: set_dep-th_flag_6: precondition depth_flag_6 false and requires depth_flag_5 true => ok. After: depth_flag_6 true.
Step14: set_depth_flag_o7: precondition depth_flag_7 false and requires depth_flag_6 true => ok. After: depth_flag_7 true.
Step15: set_dep-th_flag_8: precondition depth_flag_8 false and requires depth_flag_7 true => ok. After: depth_flag_8 true.
Step16: set_dep_th_flag_9: precondition depth_flag_9 false and requires depth_flag_8 true => ok. After: depth_flag_9 true.
Step17: set_dep-th_flag_10: precondition depth_flag_10 false and requires depth_flag_9 true => ok. After: depth_flag_10 true.
Step18: adva-nce_3 health-check svc_0: precondition svc_0 deployed (true), depth_flag_10 true, artifact art_0 published (true). All satisfied. After: svc_0 healthy.
Goal achieved.
Thus output JSON array of objects with tool and args.
Need to use exact entity IDs: service: svc_0, artifact: art_0, flag: flag_0 etc, depth_flag_i as per list.
Check spelling of tool IDs exactly as given:
- advance_o0 (note: "advance_o0") yes.
- adva_nce_1 (note underscore after adva? Actually "adva_nce_1").
- advance_o2 (note "advance_o2").
- build_art_0
- publis-h_art_0 (note hyphen after publis? Actually "publis-h_art_0").
- set_-flag_0 (note starts with set_-flag_0)
- set_dep_th_flag_0
- set_depth_flag_o1
- set_dep-th_flag_2
- set_dep-th_flag_3
- set_dep-th_flag_4
- set_dep_th_flag_5
- set_dep-th_flag_6
- set_depth_flag_o7
- set_dep-th_flag_8
- set_dep_th_flag_9
- set_dep-th_flag_10
- adva-nce_3 (note hyphen after adva? Actually "adva-nce_3").
Make sure to match exactly.
Now construct JSON array.
Each element: {"tool": "<tool id>", "args": {"service": "svc_0"} etc}. For artifact: {"artifact": "art_0"}. For flag: {"flag": "<flag entity id>"}.
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, depth_flag_7, depth_flag_8, depth_flag_9, depth_flag_10.
Double-check mapping: depth_flag_0 corresponds to feature_gate_on (but we just use the id). Good.
Now produce final answer.
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 |