Record a9f99dba6f4548aaa9685cf9570245ef
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). Need to go through states: down -> provisioned -> configured -> deployed -> healthy.
Provision uses tool advance_o0 (id: advance_o0) with param service: service? Actually description: "Provision a service, moving it from 'down' to 'provisioned'. Precondition: the service must currently be 'down'." So we can call advance_o0 with service = svc_0.
Then configure using adva_nce_1 (name: configure) moves from provisioned to configured. Precondition: service must be provisioned.
Deploy using advance_o2 (name: deploy) moves from configured to deployed. Precondition: service must be configured.
Health-check using adva-nce_3 (note weird hyphen but likely correct): health-check a service, moving it 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 before health-check we need:
- depth_flag_10 set to true.
- art_0 artifact published.
Now let's see flags hierarchy.
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), then repeated duplicates due to copy-paste errors: they list depth_flag_3 etc as same names again. But each entry corresponds to specific IDs given: They gave entity IDs for 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).
So there are three sets of similar flags: group A: flag_0/flag_1 (base?), group B: depth_flag_0..depth_flag_2 maybe initial chain, group C: depth_flag_3..depth_flag_5 duplicate, group D: depth_flag_6..depth_flag_8 duplicate, group E: depth_flag_9..depth_flag_10 duplicate? Actually they have up to depth_flag_10 only.
But anyway we need depth_flag_10 which is feature_gate_on (third occurrence?). To set depth_flag_10 we need its precondition: set_dep_th_flag_10 tool: "Set the depth_flag_10 flag to true. Precondition: it must currently be false. Requires the depth_flag_9 flag first."
Thus we need depth_flag_9 set first.
Depth_flag_9 is secrets_synced (second occurrence?) Tool set_dep_th_flag_9: requires depth_flag_8 first.
Depth_flag_8 is maintenance_window_open (third occurrence?) Tool set_dep_th_flag_8: requires depth_flag_7 first.
Depth_flag_7 is quota_raised (second occurrence?) Tool set_dep_th_flag_7: requires depth_flag_6 first.
Depth_flag_6 is backup_taken (second occurrence?) Tool set_depth_flag_o6: Wait there is a tool named set_depth_flag_o6 (looks like set_depth_flag_o6) which sets depth_flag_6 true, requires depth_flag_5 first.
Let's check each tool:
List all set_flag tools:
- set_dep_th_flag_8: set depth_flag_8 true, precondition false, requires depth_flag_7.
- set_dep_th_flag_10: set depth_flag_10 true, precondition false, requires depth_flag_9.
- set_depth_flag_o0: set depth_flag_0 true, precondition false, requires flag_0.
- set_dep_th_flag_9: set depth_flag_9 true, precondition false, requires depth_flag_8.
- set_dep_th_flag_2: set depth_flag_2 true, precondition false, requires depth_flag_1.
- set_dep_th_flag_3: set depth_flag_3 true, precondition false, requires depth_flag_2.
- set_dep-th_flag_1: set depth_flag_1 true, precondition false, requires depth_flag_0.
- set_depth_flag_o6: set depth_flag_6 true, precondition false, requires depth_flag_5.
- set_dep_th_flag_5: set depth_flag_5 true, precondition false, requires depth_flag_4.
- set_flag_0: set flag_0 true, precondition false.
- set_dep_th_flag_7: set depth_flag_7 true, precondition false, requires depth_flag_6.
- set_dep-th_flag_4: set depth_flag_4 true, precondition false, requires depth_flag_3.
- (maybe missing some others.)
Also note there is set_depth_flag_o0 requiring flag_0.
Thus to get depth_flag_10 we need a chain:
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
Check mapping:
- flag_0 is base maintenance_window_open? Actually flag_0 is maintenance_window_open (first). We'll need to set flag_0 via set_flag_0.
- Then set_depth_flag_o0 sets depth_flag_0 (feature_gate_on) requiring flag_0.
- Then set_dep-th_flag_1 sets depth_flag_1 (backup_taken) requiring depth_flag_0.
- Then set_dep_th_flag_2 sets depth_flag_2 (quota_raised) requiring depth_flag_1.
- Then set_dep_th_flag_3 sets depth_flag_3 (maintenance_window_open) requiring depth_flag_2.
- Then set_dep-th_flag_4 sets depth_flag_4 (secrets_synced) requiring depth_flag_3.
- Then set_dep_th_flag_5 sets depth_flag_5 (feature_gate_on) requiring depth_flag_4.
- Then set_depth_flag_o6 sets depth_flag_6 (backup_taken) requiring depth_flag_5.
- Then set_dep_th_flag_7 sets depth_flag_7 (quota_raised) requiring depth_flag_6.
- Then set_dep_th_flag_8 sets depth_flag_8 (maintenance_window_open) requiring depth_flag_7.
- Then set_dep_th_flag_9 sets depth_flag_9 (secrets_synced) requiring depth_flag_8.
- Then set_dep_th_flag_10 sets depth_flag_10 (feature_gate_on) requiring depth_flag_9.
Thus indeed a long chain.
Additionally, we need art_0 published. Steps: build_art_o0 (build artifact) then publis_h_art_0 (publish artifact). Preconditions: build requires artifact absent (it is absent). publish requires artifact built.
Thus we need to run build_art_o0 then publis_h_art_0.
Now also we need to provision, configure, deploy scheduler-0.
Potentially we could also need to provision webhooks-1? Not required for goal but maybe needed for some precondition? No.
Thus overall plan:
1. set_flag_0 (flag_0)
2. set_depth_flag_o0 (depth_flag_0)
3. set_dep-th_flag_1 (depth_flag_1)
4. set_dep_th_flag_2 (depth_flag_2)
5. set_dep_th_flag_3 (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_dep_th_flag_8 (depth_flag_8)
11. set_dep_th_flag_9 (depth_flag_9)
12. set_dep_th_flag_10 (depth_flag_10)
13. build_art_o0 (artifact art_0)
14. publis_h_art_0 (artifact art_0)
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 -> healthy
Check if any other dependencies: health-check requires depth_flag_10 flag set and art_0 artifact published. We have those.
Preconditions for each tool:
- set_flag_0: flag_0 must be false initially (it is off). OK.
- set_depth_flag_o0: requires flag_0 true. After step1 flag_0 true. depth_flag_0 false initially. OK.
- set_dep-th_flag_1: requires depth_flag_0 true. After step2 depth_flag_0 true. depth_flag_1 false initially. OK.
- set_dep_th_flag_2: requires depth_flag_1 true. After step3 depth_flag_1 true. depth_flag_2 false initially. OK.
- set_dep_th_flag_3: requires depth_flag_2 true. After step4 depth_flag_2 true. depth_flag_3 false initially. OK.
- set_dep-th_flag_4: requires depth_flag_3 true. After step5 depth_flag_3 true. depth_flag_4 false initially. OK.
- set_dep_th_flag_5: requires depth_flag_4 true. After step6 depth_flag_4 true. depth_flag_5 false initially. OK.
- set_depth_flag_o6: requires depth_flag_5 true. After step7 depth_flag_5 true. depth_flag_6 false initially. OK.
- set_dep_th_flag_7: requires depth_flag_6 true. After step8 depth_flag_6 true. depth_flag_7 false initially. OK.
- set_dep_th_flag_8: requires depth_flag_7 true. After step9 depth_flag_7 true. depth_flag_8 false initially. OK.
- set_dep_th_flag_9: requires depth_flag_8 true. After step10 depth_flag_8 true. depth_flag_9 false initially. OK.
- set_dep_th_flag_10: requires depth_flag_9 true. After step11 depth_flag_9 true. depth_flag_10 false initially. OK.
- build_art_o0: artifact art_0 absent initially. OK.
- publis_h_art_0: artifact art_0 built after step13. OK.
- advance_o0: service svc_0 down initially. After steps 1-12 we haven't touched svc_0, still down. OK.
- adva_nce_1: service svc_0 provisioned after step15. OK.
- advance_o2: service svc_0 configured after step16. OK.
- adva-nce_3: service svc_0 deployed after step17. Requires depth_flag_10 true (step12) and art_0 published (step14). Both satisfied. OK.
Thus final state: svc_0 healthy.
All good.
We need to output JSON array of tool calls in order.
Make sure to use exact tool IDs as given.
List them:
- set_flag_0
- set_depth_flag_o0
- set_dep-th_flag_1
- set_dep_th_flag_2
- set_dep_th_flag_3
- set_dep-th_flag_4
- set_dep_th_flag_5
- set_depth_flag_o6
- set_dep_th_flag_7
- set_dep_th_flag_8
- set_dep_th_flag_9
- set_dep_th_flag_10
- build_art_o0
- publis_h_art_0
- advance_o0
- adva_nce_1
- advance_o2
- adva-nce_3
Note some IDs have hyphens and underscores weirdly: e.g., set_dep-th_flag_1 (with hyphen after dep). set_dep-th_flag_4 similarly. set_depth_flag_o0 (letter o zero). set_depth_flag_o6 (letter o six). set_dep_th_flag_8 etc.
We must copy exactly as given.
Let's verify each from catalog:
- id: set_flag_0 | name: set_flag | params: flag: flag
- id: set_depth_flag_o0 | name: set_flag | params: flag: flag
- id: set_dep-th_flag_1 | name: set_flag | params: flag: flag
- id: set_dep_th_flag_2 | name: set_flag | params: flag: flag
- id: set_dep_th_flag_3 | 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_dep_th_flag_8 | name: set_flag | params: flag: flag
- id: set_dep_th_flag_9 | name: set_flag | params: flag: flag
- id: set_dep_th_flag_10 | name: set_flag | params: flag: flag
- id: build_art_o0 | 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: advance_o2 | name: deploy | params: service: service
- id: adva-nce_3 | name: health-check | params: service: service
Yes.
Now construct JSON array.
Each element: {"tool": "<tool id>", "args": {"<param>": "<entity id>"}}
Parameters: For set_flag tools, param is "flag": flag entity id.
Which flag entity IDs correspond?
We have list of flag 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)
- depth_flag_9 (secrets_synced)
- depth_flag_10 (feature_gate_on)
Thus mapping:
set_flag_0 -> flag: flag_0
set_depth_flag_o0 -> flag: depth_flag_0
set_dep-th_flag_1 -> flag: depth_flag_1
set_dep_th_flag_2 -> flag: depth_flag_2
set_dep_th_flag_3 -> flag: depth_flag_3
set_dep-th_flag_4 -> flag: depth_flag_4
set_dep_th_flag_5 -> flag: depth_flag_5
set_depth_flag_o6 -> flag: depth_flag_6
set_dep_th_flag_7 -> flag: depth_flag_7
set_dep_th_flag_8 -> flag: depth_flag_8
set_dep_th_flag_9 -> flag: depth_flag_9
set_dep_th_flag_10 -> flag: depth_flag_10
Build artifact: artifact: art_0
Publish artifact: artifact: art_0
Provision: service: svc_0
Configure: service: svc_0
Deploy: service: svc_0
Health-check: service: svc_0
Now produce JSON.
Check count: 18 tools, within limit 36.
Return as JSON array.
Let's craft 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 |