Record 48e691a39c9e40a79c4920a108d5248a
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:
- auth-api-0 is currently down (not yet provisioned).
- billing-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 (billing-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_o3 | 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_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_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: 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: 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: advance_o1 | 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_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: 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: 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: 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_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_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_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: 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_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_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_-flag_0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
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":"build_art_o0","args":{"artifact":"art_0"}},
{"tool":"publis-h_art_0","args":{"artifact":"art_0"}},
{"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_depth_flag_o4","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_dep_th_flag_7","args":{"flag":"depth_flag_7"}},
{"tool":"set_depth_flag_o8","args":{"flag":"depth_flag_8"}},
{"tool":"advance_o3","args":{"service":"svc_0"}}
]
Reasoning
Model reasoning
We need to produce a sequence of tool calls leading to auth-api-0 being healthy. Let's examine initial state:
- Services: auth-api-0 (svc_0) is down (not yet provisioned). billing-1 also down but irrelevant.
- Artifacts: release-image (art_0) absent? It says does not exist yet => absent.
- db-migration artifact (art_1) doesn't exist either but we might not need it.
- Flags: many flags all off (false): maintenance_window_open flag_0, secrets_synced flag_1, feature_gate_on depth_flag_0?, Actually they list multiple duplicate entries due to confusion. But we have defined flags with IDs: 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 there are three groups each repeated thrice? Anyway we only care about needed preconditions: For health-check (advance_o3) requires service deployed, depth_flag_8 set, and art_0 published.
So steps:
1. Need to get auth-api-0 from down -> provisioned -> configured -> deployed -> healthy via health-check.
Provision: adva_nce_0 (provision) moves from down to provisioned. Precondition: service down. Good.
Configure: advance_o1 (configure) moves from provisioned to configured. Precondition: service provisioned.
Deploy: adva_nce_2 (deploy) moves from configured to deployed. Precondition: service configured.
Health-check: advance_o3 moves from deployed to healthy. Precondition: service deployed AND depth_flag_8 set AND art_0 published.
Thus before health-check we need depth_flag_8 = true and art_0 published.
Now building/publishing artifact:
Build artifact: build_art_o0 builds art_0 from absent to built. Precondition: artifact absent (true initially). Then publish_artifact publis-h_art_0 moves from built to published. Precondition: artifact built.
Thus after those two, art_0 will be published.
Now depth_flag_8: To set depth_flag_8 we need to follow chain of set_flag dependencies as per definitions.
Let's parse each set_flag tool:
- set_depth_flag_o0: sets depth_flag_0 true. Precondition: depth_flag_0 false. Requires flag_0 first.
- set_dep_th_flag_1: sets depth_flag_1 true. Precondition: depth_flag_1 false. Requires depth_flag_0 first.
- set_dep_th_flag_2: sets depth_flag_2 true. Precondition: depth_flag_2 false. Requires depth_flag_1 first.
- set_dep_th_flag_3: sets depth_flag_3 true. Precondition: depth_flag_3 false. Requires depth_flag_2 first.
- set_depth_flag_o4: sets depth_flag_4 true. Precondition: depth_flag_4 false. Requires depth_flag_3 first.
- set_dep-th_flag_5: sets depth_flag_5 true. Precondition: depth_flag_5 false. Requires depth_flag_4 first.
- set_dep_th_flag_6: sets depth_flag_6 true. Precondition: depth_flag_6 false. Requires depth_flag_5 first.
- set_dep_th_flag_7: sets depth_flag_7 true. Precondition: depth_flag_7 false. Requires depth_flag_6 first.
- set_depth_flag_o8: sets depth_flag_8 true. Precondition: depth_flag_8 false. Requires depth_flag_7 first.
Also there is set_-flag_0: sets flag_0 true. Precondition: flag_0 false.
Thus to set depth_flag_8 we need to set flag_0 then depth_flag_0, depth_flag_1,... up to depth_flag_8 sequentially.
But note some duplicates: There are other flags like flag_1 etc., but not needed.
Thus we need to execute:
set_-flag_0 (sets flag_0)
set_depth_flag_o0 (depth_flag_0)
set_dep_th_flag_1 (depth_flag_1)
set_dep_th_flag_2 (depth_flag_2)
set_dep_th_flag_3 (depth_flag_3)
set_depth_flag_o4 (depth_flag_4)
set_dep-th_flag_5 (depth_flag_5)
set_dep_th_flag_6 (depth_flag_6)
set_dep_th_flag_7 (depth_flag_7)
set_depth_flag_o8 (depth_flag_8)
All require previous flag false condition which holds if we haven't set them yet.
Now check ordering constraints: Some set_flag tools have names maybe mis-typed but we can rely on given IDs.
List of tool IDs exactly as provided:
- set_-flag_0 (note includes hyphen before flag? Actually "set_-flag_0")
- set_depth_flag_o0
- set_dep_th_flag_1
- set_dep_th_flag_2
- set_dep_th_flag_3
- set_depth_flag_o4
- set_dep-th_flag_5 (note hyphen after dep?)
- set_dep_th_flag_6
- set_dep_th_flag_7
- set_depth_flag_o8
Check each exists in catalog:
Yes:
id: set_-flag_0 | name: set_flag | params: flag: flag
Precondition: flag_0 false.
id: set_depth_flag_o0 | name: set_flag | params: flag: flag
Set depth_flag_0 true. Precondition: depth_flag_0 false. Requires flag_0 first.
id: set_dep_th_flag_1 | name: set_flag | params: flag: flag
Set depth_flag_1 true. Precondition: depth_flag_1 false. Requires depth_flag_0 first.
id: set_dep_th_flag_2 | name: set_flag | params: flag: flag
Set depth_flag_2 true. Precondition: depth_flag_2 false. Requires depth_flag_1 first.
id: set_dep_th_flag_3 | name: set_flag | params: flag: flag
Set depth_flag_3 true. Precondition: depth_flag_3 false. Requires depth_flag_2 first.
id: set_depth_flag_o4 | name: set_flag | params: flag: flag
Set depth_flag_4 true. Precondition: depth_flag_4 false. Requires depth_flag_3 first.
id: set_dep-th_flag_5 | name: set_flag | params: flag: flag
Set depth_flag_5 true. Precondition: depth_flag_5 false. Requires depth_flag_4 first.
id: set_dep_th_flag_6 | name: set_flag | params: flag: flag
Set depth_flag_6 true. Precondition: depth_flag_6 false. Requires depth_flag_5 first.
id: set_dep_th_flag_7 | name: set_flag | params: flag: flag
Set depth_flag_7 true. Precondition: depth_flag_7 false. Requires depth_flag_6 first.
id: set_depth_flag_o8 | name: set_flag | params: flag: flag
Set depth_flag_8 true. Precondition: depth_flag_8 false. Requires depth_flag_7 first.
Great.
Now we also need to ensure that when we run health-check, depth_flag_8 is set (we will set it just before). Also art_0 published.
Now let's construct full sequence:
Start state: services down, artifacts absent, flags false.
Step 1: provision auth-api-0: adva_nce_0 with service svc_0.
Step 2: configure auth-api-0: advance_o1 with service svc_0.
Step 3: deploy auth-api-0: adva_nce_2 with service svc_0.
(At this point service is deployed.)
Now we need artifact and flag.
Step 4: build artifact art_0: build_art_o0 with artifact art_0.
Step 5: publish artifact art_0: publis-h_art_0 with artifact art_0.
Now flags chain:
Step 6: set_-flag_0 with flag flag_0.
Step 7: set_depth_flag_o0 with flag depth_flag_0.
Step 8: set_dep_th_flag_1 with flag depth_flag_1.
Step 9: set_dep_th_flag_2 with flag depth_flag_2.
Step 10: set_dep_th_flag_3 with flag depth_flag_3.
Step 11: set_depth_flag_o4 with flag depth_flag_4.
Step 12: set_dep-th_flag_5 with flag depth_flag_5.
Step 13: set_dep_th_flag_6 with flag depth_flag_6.
Step 14: set_dep_th_flag_7 with flag depth_flag_7.
Step 15: set_depth_flag_o8 with flag depth_flag_8.
Now finally health-check:
Step 16: advance_o3 with service svc_0.
That should achieve healthy.
Check preconditions at each step:
- adva_nce_0: service down -> yes.
- advance_o1: service provisioned -> after step1 it's provisioned.
- adva_nce_2: service configured -> after step2 it's configured.
- build_art_o0: artifact absent -> yes.
- publis-h_art_0: artifact built -> after step4 it's built.
- set_-flag_0: flag_0 false -> yes.
- set_depth_flag_o0: depth_flag_0 false, requires flag_0 true -> after step6 flag_0 true.
- set_dep_th_flag_1: depth_flag_1 false, requires depth_flag_0 true -> after step7.
- set_dep_th_flag_2: depth_flag_2 false, requires depth_flag_1 true -> after step8.
- set_dep_th_flag_3: depth_flag_3 false, requires depth_flag_2 true -> after step9.
- set_depth_flag_o4: depth_flag_4 false, requires depth_flag_3 true -> after step10.
- set_dep-th_flag_5: depth_flag_5 false, requires depth_flag_4 true -> after step11.
- set_dep_th_flag_6: depth_flag_6 false, requires depth_flag_5 true -> after step12.
- set_dep_th_flag_7: depth_flag_7 false, requires depth_flag_6 true -> after step13.
- set_depth_flag_o8: depth_flag_8 false, requires depth_flag_7 true -> after step14.
- advance_o3: service deployed (yes after step3), depth_flag_8 true (after step15), art_0 published (after step5). All satisfied.
Thus final state: auth-api-0 healthy.
We used 16 tool calls, within limit 32.
Now output JSON array with objects: {"tool": "<tool id>", "args": {"service": "svc_0", ...}} etc.
Need to ensure correct param names: For provision, configure, deploy, health-check: param "service": service. For build_artifact, publish_artifact: param "artifact": artifact. For set_flag: param "flag": flag.
Thus produce:
[
{"tool":"adva_nce_0","args":{"service":"svc_0"}},
{"tool":"advance_o1","args":{"service":"svc_0"}},
{"tool":"adva_nce_2","args":{"service":"svc_0"}},
{"tool":"build_art_o0","args":{"artifact":"art_0"}},
{"tool":"publis-h_art_0","args":{"artifact":"art_0"}},
{"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_depth_flag_o4","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_dep_th_flag_7","args":{"flag":"depth_flag_7"}},
{"tool":"set_depth_flag_o8","args":{"flag":"depth_flag_8"}},
{"tool":"advance_o3","args":{"service":"svc_0"}}
]
Double-check spelling of tool IDs exactly as given:
- adva_nce_0 (note underscore after adva? Actually "adva_nce_0")
- advance_o1 (note "advance_o1")
- adva_nce_2 ("adva_nce_2")
- build_art_o0 ("build_art_o0")
- publis-h_art_0 ("publis-h_art_0") includes hyphen after publis?
- set_-flag_0 ("set_-flag_0")
- set_depth_flag_o0 ("set_depth_flag_o0")
- set_dep_th_flag_1 ("set_dep_th_flag_1")
- set_dep_th_flag_2 ("set_dep_th_flag_2")
- set_dep_th_flag_3 ("set_dep_th_flag_3")
- set_depth_flag_o4 ("set_depth_flag_o4")
- set_dep-th_flag_5 ("set_dep-th_flag_5")
- set_dep_th_flag_6 ("set_dep_th_flag_6")
- set_dep_th_flag_7 ("set_dep_th_flag_7")
- set_depth_flag_o8 ("set_depth_flag_o8")
- advance_o3 ("advance_o3")
Make sure we use exactly those strings.
Now produce 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 |