Record c923a040072144178244ffad83af9db8
PASSVerdict and provenance first; raw prompt/response/reasoning below, collapsed.
✓PASSanswered "[{"tool":"adva_nce_0","args":{"service":"svc_0"}},{"tool":"advance_o1","args"..."
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).
- notifier-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 '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 (notifier-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: 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: 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_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: 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_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: 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_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: 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: 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_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_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: 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: 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_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_-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_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: advance_o1 | 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 32 tool calls.
Response
[{"tool":"adva_nce_0","args":{"service":"svc_0"}},{"tool":"advance_o1","args":{"service":"svc_0"}},{"tool":"adva-nce_2","args":{"service":"svc_0"}},{"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_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_depth_flag_o7","args":{"flag":"depth_flag_7"}},{"tool":"set_dep-th_flag_8","args":{"flag":"depth_flag_8"}},{"tool":"build_art_0","args":{"artifact":"art_0"}},{"tool":"publish_art_o0","args":{"artifact":"art_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 being healthy.
Goal: service 'auth-api-0' must reach at least the 'healthy' state.
Current state: all services are down? It says auth-api-0 is currently down (not yet provisioned). Notifier-1 also down. No artifacts built/published. Flags all off.
Thus we need to:
- Provision auth-api-0 (svc_0) using provision tool (adva_nce_0) with precondition service down -> moves to provisioned.
- Then configure (advance_o1) moving from provisioned to configured.
- Then deploy (adva-nce_2) moving from configured to deployed.
- Then health-check (adva-nce_3) moving from deployed to healthy, but requires depth_flag_8 flag set AND artifact art_0 published.
So before health-check we need to have depth_flag_8 = true, and artifact art_0 published.
To get depth_flag_8 true, there's a chain of flags requiring preceding ones.
Let's examine flag definitions:
There are many set_flag tools with various names and dependencies.
List them:
- set_depth_flag_o7: sets depth_flag_7, requires depth_flag_6 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_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_6: sets depth_flag_6, requires depth_flag_5 first.
- set_depth_flag_o5: sets depth_flag_5, requires depth_flag_4 first.
- set_dep-th_flag_8: sets depth_flag_8, requires depth_flag_7 first.
- set_-flag_0: sets flag_0 (no prereq).
- set_dep-th_flag_0: sets depth_flag_0, requires flag_0 first.
Also note duplicate naming due to weird hyphens etc.
Goal: Need depth_flag_8 true => need depth_flag_7 true => need depth_flag_6 true => need depth_flag_5 true => need depth_flag_4 true => need depth_flag_3 true => need depth_flag_2 true => need depth_flag_1 true => need depth_flag_0 true => need flag_0 true.
Thus we can follow this chain.
But careful about which tool IDs correspond to each step.
Let's map:
Flag_0: set_-flag_0 (id: set_-flag_0) - sets flag_0.
Depth_flag_0: set_dep-th_flag_0 (id: set_dep-th_flag_0) - sets depth_flag_0, requires flag_0.
Depth_flag_1: set_dep_th_flag_1 (id: set_dep_th_flag_1) - sets depth_flag_1, requires depth_flag_0.
Depth_flag_2: set_dep_th_flag_2 (id: set_dep_th_flag_2) - sets depth_flag_2, requires depth_flag_1.
Depth_flag_3: set_dep_th_flag_3 (id: set_dep_th_flag_3) - sets depth_flag_3, requires depth_flag_2.
Depth_flag_4: set_depth_flag_o4 (id: set_depth_flag_o4) - sets depth_flag_4, requires depth_flag_3.
Depth_flag_5: set_depth_flag_o5 (id: set_depth_flag_o5) - sets depth_flag_5, requires depth_flag_4.
Depth_flag_6: set_dep_th_flag_6 (id: set_dep_th_flag_6) - sets depth_flag_6, requires depth_flag_5.
Depth_flag_7: set_depth_flag_o7 (id: set_depth_flag_o7) - sets depth_flag_7, requires depth_flag_6.
Depth_flag_8: set_dep-th_flag_8 (id: set_dep-th_flag_8) - sets depth_flag_8, requires depth_flag_7.
Now artifact steps:
- Build art_0: build_art_0 (id: build_art_0) - builds artifact from absent to built.
- Publish art_0: publish_art_o0 (id: publish_art_o0) - publishes from built to published.
Health-check requires depth_flag_8 flag set and art_0 artifact published.
Thus after building and publishing artifact, and setting depth_flag_8 true, we can health-check.
Sequence overall:
1. Provision svc_0 (auth-api-0): adva_nce_0 {service: svc_0}
2. Configure svc_0: advance_o1 {service: svc_0}
3. Deploy svc_0: adva-nce_2 {service: svc_0}
At this point service is deployed.
Meanwhile we need to handle flags and artifact.
We could interleave.
Proceed stepwise:
First, set flag_0: set_-flag_0 {flag: flag_0} (but param expects flag: flag entity id? Actually tool signature: set_flag takes flag: flag. So we pass flag: flag_0.)
Then set depth_flag_0: set_dep-th_flag_0 {flag: depth_flag_0}
Set depth_flag_1: set_dep_th_flag_1 {flag: depth_flag_1}
Set depth_flag_2: set_dep_th_flag_2 {flag: depth_flag_2}
Set depth_flag_3: set_dep_th_flag_3 {flag: depth_flag_3}
Set depth_flag_4: set_depth_flag_o4 {flag: depth_flag_4}
Set depth_flag_5: set_depth_flag_o5 {flag: depth_flag_5}
Set depth_flag_6: set_dep_th_flag_6 {flag: depth_flag_6}
Set depth_flag_7: set_depth_flag_o7 {flag: depth_flag_7}
Set depth_flag_8: set_dep-th_flag_8 {flag: depth_flag_8}
Now artifact:
Build art_0: build_art_0 {artifact: art_0}
Publish art_0: publish_art_o0 {artifact: art_0}
Now health-check svc_0: adva-nce_3 {service: svc_0}
Check preconditions: health-check requires service currently deployed (we will have done deploy earlier). Also requires depth_flag_8 flag set (true) and art_0 artifact published.
Thus ordering: We need to ensure deploy occurs before health-check, and flags and artifact published before health-check.
Potential interleaving: Could do flags and artifact before or after deploy as long as they're done before health-check.
Simplify: Do provision, configure, deploy, then flags+artifact, then health-check? But health-check requires depth_flag_8 and artifact published; if we do after deploy it's fine.
But note: health-check also might require that the service is still deployed (no further state changes). Doing flags after deploy doesn't affect service state.
Thus final sequence:
1. adva_nce_0 provision svc_0
2. advance_o1 configure svc_0
3. adva-nce_2 deploy svc_0
4. set_-flag_0 flag_0
5. set_dep-th_flag_0 depth_flag_0
6. set_dep_th_flag_1 depth_flag_1
7. set_dep_th_flag_2 depth_flag_2
8. set_dep_th_flag_3 depth_flag_3
9. set_depth_flag_o4 depth_flag_4
10. set_depth_flag_o5 depth_flag_5
11. set_dep_th_flag_6 depth_flag_6
12. set_depth_flag_o7 depth_flag_7
13. set_dep-th_flag_8 depth_flag_8
14. build_art_0 art_0
15. publish_art_o0 art_0
16. adva-nce_3 health-check svc_0
That's 16 calls, within limit.
Need to verify each precondition holds at time of call.
Let's simulate.
Initial state:
- svc_0: down
- svc_1: down
- art_0: absent
- art_1: absent
- flag_0: off
- depth_flag_0..8: off (including duplicates maybe but treat as separate flags? They are distinct entities; we only need to set those used.)
Step1: adva_nce_0 provision svc_0: precondition service down -> true. After: svc_0 provisioned.
Step2: advance_o1 configure svc_0: precondition service provisioned -> true. After: svc_0 configured.
Step3: adva-nce_2 deploy svc_0: precondition service configured -> true. After: svc_0 deployed.
Step4: set_-flag_0 flag_0: precondition flag_0 false -> true. After flag_0 true.
Step5: set_dep-th_flag_0 depth_flag_0: precondition depth_flag_0 false and requires flag_0 true -> flag_0 true now, ok. After depth_flag_0 true.
Step6: set_dep_th_flag_1 depth_flag_1: precondition depth_flag_1 false and requires depth_flag_0 true -> ok. After depth_flag_1 true.
Step7: set_dep_th_flag_2 depth_flag_2: precondition depth_flag_2 false and requires depth_flag_1 true -> ok. After depth_flag_2 true.
Step8: set_dep_th_flag_3 depth_flag_3: precondition depth_flag_3 false and requires depth_flag_2 true -> ok. After depth_flag_3 true.
Step9: set_depth_flag_o4 depth_flag_4: precondition depth_flag_4 false and requires depth_flag_3 true -> ok. After depth_flag_4 true.
Step10: set_depth_flag_o5 depth_flag_5: precondition depth_flag_5 false and requires depth_flag_4 true -> ok. After depth_flag_5 true.
Step11: set_dep_th_flag_6 depth_flag_6: precondition depth_flag_6 false and requires depth_flag_5 true -> ok. After depth_flag_6 true.
Step12: set_depth_flag_o7 depth_flag_7: precondition depth_flag_7 false and requires depth_flag_6 true -> ok. After depth_flag_7 true.
Step13: set_dep-th_flag_8 depth_flag_8: precondition depth_flag_8 false and requires depth_flag_7 true -> ok. After depth_flag_8 true.
Step14: build_art_0 art_0: precondition artifact absent -> true. After art_0 built.
Step15: publish_art_o0 art_0: precondition artifact built -> true. After art_0 published.
Step16: adva-nce_3 health-check svc_0: precondition service deployed -> true (we haven't changed svc_0 after deploy). Requires depth_flag_8 flag set -> true. Requires art_0 artifact published -> true. After health-check, svc_0 healthy.
Goal satisfied.
All good.
We should output JSON array of objects with tool and args.
Note: Some tool IDs have hyphens and underscores; need to use exactly as given.
List:
- adva_nce_0
- advance_o1
- adva-nce_2
- set_-flag_0
- 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_depth_flag_o7
- set_dep-th_flag_8
- build_art_0
- publish_art_o0
- adva-nce_3
Check spelling: For adva-nce_2 and adva-nce_3 they have hyphen between adva and nce? In catalog: "adva-nce_2" and "adva-nce_3". Yes.
Advance_o1: "advance_o1".
Set_-flag_0: includes underscore then hyphen? Actually "set_-flag_0". That's the ID.
Set_dep-th_flag_0: "set_dep-th_flag_0". Note hyphen after dep.
Set_dep_th_flag_1: "set_dep_th_flag_1". Underscore after dep.
Set_dep_th_flag_2: same pattern.
Set_dep_th_flag_3: same.
Set_depth_flag_o4: "set_depth_flag_o4". Note underscore depth then flag o4.
Set_depth_flag_o5: similar.
Set_dep_th_flag_6: "set_dep_th_flag_6".
Set_depth_flag_o7: "set_depth_flag_o7".
Set_dep-th_flag_8: "set_dep-th_flag_8".
Build_art_0: "build_art_0".
Publish_art_o0: "publish_art_o0".
Now arguments: each tool expects params: service: service, artifact: artifact, flag: flag.
Thus we need to pass correct entity IDs.
Entity IDs given:
Services: svc_0 (auth-api-0), svc_1 (notifier-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)
Thus we use those exact IDs.
Now construct JSON.
Array:
[
{"tool":"adva_nce_0","args":{"service":"svc_0"}},
{"tool":"advance_o1","args":{"service":"svc_0"}},
{"tool":"adva-nce_2","args":{"service":"svc_0"}},
{"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_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_depth_flag_o7","args":{"flag":"depth_flag_7"}},
{"tool":"set_dep-th_flag_8","args":{"flag":"depth_flag_8"}},
{"tool":"build_art_0","args":{"artifact":"art_0"}},
{"tool":"publish_art_o0","args":{"artifact":"art_0"}},
{"tool":"adva-nce_3","args":{"service":"svc_0"}}
]
Check count: 16 entries.
Make sure no extra commas.
Return as JSON array.
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 |