Record 365b41d8557d48bdb1233d24fd22ccda
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:
- notifier-0 is currently down (not yet provisioned).
- search-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 'notifier-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (notifier-0), svc_1 (search-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: 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: 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: advance_o2 | name: deploy | params: service: service
Deploy a service, moving it from 'configured' to 'deployed'. Precondition: the service must currently be 'configured'.
- 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: 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_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_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: 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: 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_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_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: 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: 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: decoy_o0 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (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: 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_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_-flag_0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- 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.
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_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_depth_flag_o4", "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_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": "build_art_0", "args": {"artifact": "art_0"}},
{"tool": "publis_h_art_0", "args": {"artifact": "art_0"}},
{"tool": "adva-nce_0", "args": {"service": "svc_0"}},
{"tool": "adva-nce_1", "args": {"service": "svc_0"}},
{"tool": "advance_o2", "args": {"service": "svc_0"}},
{"tool": "advance_o3", "args": {"service": "svc_0"}}
]
Reasoning
Model reasoning
We need to produce a sequence of tool calls leading to notifier-0 being healthy.
Goal: service 'notifier-0' must reach at least the 'healthy' state.
Current state: notifier-0 is down (svc_0). Also many flags off etc.
We have services: svc_0 (notifier-0) and svc_1 (search-1).
To get service healthy we need:
Provision -> configured -> deployed -> healthy.
Preconditions:
- Provision: precondition: service must be 'down'.
- Configure: precondition: service must be 'provisioned'.
- Deploy: precondition: service must be 'configured'.
- Health-check: precondition: service must be 'deployed', 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 = true.
- art_0 published.
Also we need to ensure other dependencies? Not needed.
Now let's see what each flag means and their prerequisites.
List all set_flag tools with IDs and descriptions:
I'll parse them:
- set_dep_th_flag_3: sets depth_flag_3 true. Precondition: depth_flag_3 false. Requires depth_flag_2 flag first.
- set_dep_th_flag_5: sets depth_flag_5 true. Precondition: depth_flag_5 false. Requires depth_flag_4 flag first.
- set_dep-th_flag_2: sets depth_flag_2 true. Precondition: depth_flag_2 false. Requires depth_flag_1 flag first.
- set_dep-th_flag_9: sets depth_flag_9 true. Precondition: depth_flag_9 false. Requires depth_flag_8 flag first.
- set_depth_flag_o6: sets depth_flag_6 true. Precondition: depth_flag_6 false. Requires depth_flag_5 flag first.
- set_dep_th_flag_8: sets depth_flag_8 true. Precondition: depth_flag_8 false. Requires depth_flag_7 flag first.
- set_dep-th_flag_10: sets depth_flag_10 true. Precondition: depth_flag_10 false. Requires depth_flag_9 flag first.
- set_depth_flag_o4: sets depth_flag_4 true. Precondition: depth_flag_4 false. Requires depth_flag_3 flag first.
- set_depth_flag_o7: sets depth_flag_7 true. Precondition: depth_flag_7 false. Requires depth_flag_6 flag first.
- set_dep-th_flag_0: sets depth_flag_0 true. Precondition: depth_flag_0 false. Requires flag_0 flag first.
- set_depth_flag_o1: sets depth_flag_1 true. Precondition: depth_flag_1 false. Requires depth_flag_0 flag first.
- set_-flag_0: sets flag_0 true. Precondition: flag_0 false.
So there is a chain: To set depth_flag_10 we need depth_flag_9; depth_flag_9 needs depth_flag_8; depth_flag_8 needs depth_flag_7; depth_flag_7 needs depth_flag_6; depth_flag_6 needs depth_flag_5; depth_flag_5 needs depth_flag_4; depth_flag_4 needs depth_flag_3; depth_flag_3 needs depth_flag_2; depth_flag_2 needs depth_flag_1; depth_flag_1 needs depth_flag_0; depth_flag_0 needs flag_0; flag_0 can be set directly via set_-flag_0 (no prerequisite). So essentially we need to set flag_0 then go up the chain to depth_flag_10.
Additionally, note some duplicate naming like depth_flag_3 appears also as depth_flag_8? Actually they list multiple duplicates but treat separately? 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 indeed they repeated same logical flags across depths. But our tool references specific depth_flag_n by ID. We need to follow the chain exactly using those tool IDs.
Thus steps:
1. set_-flag_0 (sets flag_0 true). No precondition besides flag_0 false (currently off). Good.
2. set_dep-th_flag_0 (sets depth_flag_0 true). Precondition: depth_flag_0 false, requires flag_0 true. After step1 flag_0 true so ok.
3. set_depth_flag_o1 (sets depth_flag_1 true). Precondition: depth_flag_1 false, requires depth_flag_0 true. OK.
4. set_dep-th_flag_2 (sets depth_flag_2 true). Precondition: depth_flag_2 false, requires depth_flag_1 true. OK.
5. set_dep_th_flag_3 (sets depth_flag_3 true). Precondition: depth_flag_3 false, requires depth_flag_2 true. OK.
6. set_depth_flag_o4 (sets depth_flag_4 true). Precondition: depth_flag_4 false, requires depth_flag_3 true. OK.
7. set_dep_th_flag_5 (sets depth_flag_5 true). Precondition: depth_flag_5 false, requires depth_flag_4 true. OK.
8. set_depth_flag_o6 (sets depth_flag_6 true). Precondition: depth_flag_6 false, requires depth_flag_5 true. OK.
9. set_depth_flag_o7 (sets depth_flag_7 true). Precondition: depth_flag_7 false, requires depth_flag_6 true. OK.
10. set_dep_th_flag_8 (sets depth_flag_8 true). Precondition: depth_flag_8 false, requires depth_flag_7 true. OK.
11. set_dep-th_flag_9 (sets depth_flag_9 true). Precondition: depth_flag_9 false, requires depth_flag_8 true. OK.
12. set_dep-th_flag_10 (sets depth_flag_10 true). Precondition: depth_flag_10 false, requires depth_flag_9 true. OK.
Now after this we have depth_flag_10 true.
Next we need art_0 published.
Steps for artifact:
- build_art_0: builds artifact from absent to built. Precondition: artifact absent. Currently release-image artifact does not exist yet => absent. So we can call build_art_0.
- publis_h_art_0: publishes artifact from built to published. Precondition: artifact built.
Thus after building we publish.
Now we need to provision, configure, deploy, health-check notifier-0.
Service states start: notifier-0 down.
Tools:
- adva-nce_0: provision service (down -> provisioned). Precondition: service down.
- adva-nce_1: configure service (provisioned -> configured). Precondition: service provisioned.
- advance_o2: deploy service (configured -> deployed). Precondition: service configured.
- advance_o3: health-check service (deployed -> healthy). Precondition: service deployed, requires depth_flag_10 flag set, requires art_0 artifact published.
Thus after we have depth_flag_10 true and art_0 published, we can do provision, configure, deploy, health-check.
Note: There's also a service search-1 but we don't need it.
Potential issues: Some tool IDs have hyphens and underscores weirdly; need to use exact IDs as given.
Let's list them precisely:
From catalog:
- id: set_dep_th_flag_3 | name: set_flag | params: flag: flag
- id: decoy_o1 | name: warm_cache | params: service: service
- id: advance_o2 | name: deploy | params: service: service
- id: set_dep_th_flag_5 | name: set_flag | params: flag: flag
- id: advance_o3 | name: health-check | params: service: service
- id: set_dep-th_flag_2 | name: set_flag | params: flag: flag
- id: set_dep-th_flag_9 | name: set_flag | params: flag: flag
- id: set_depth_flag_o6 | name: set_flag | params: flag: flag
- id: build_art_0 | name: build_artifact | params: artifact: artifact
- id: set_dep_th_flag_8 | name: set_flag | params: flag: flag
- id: set_dep-th_flag_10 | name: set_flag | params: flag: flag
- id: set_depth_flag_o4 | name: set_flag | params: flag: flag
- id: adva-nce_0 | name: provision | params: service: service
- id: adva-nce_1 | name: configure | params: service: service
- id: decoy_o0 | name: audit_logs | params: service: service
- id: publis_h_art_0 | name: publish_artifact | params: artifact: artifact
- id: set_dep-th_flag_0 | name: set_flag | params: flag: flag
- id: set_depth_flag_o7 | name: set_flag | params: flag: flag
- id: set_-flag_0 | name: set_flag | params: flag: flag
- id: set_depth_flag_o1 | name: set_flag | params: flag: flag
Check spelling: For set_dep-th_flag_2 etc includes a hyphen after dep? It's "set_dep-th_flag_2". Similarly set_dep-th_flag_9, set_dep-th_flag_10, set_dep-th_flag_0.
Also set_dep_th_flag_3 uses underscore between dep and th? Actually "set_dep_th_flag_3". Similarly set_dep_th_flag_5, set_dep_th_flag_8.
Set_depth_flag_o6, set_depth_flag_o4, set_depth_flag_o7, set_depth_flag_o1.
Set_-flag_0 (note: starts with set_-flag_0). That's weird but okay.
Provision: adva-nce_0 (note hyphen between adva and nce?). Actually "adva-nce_0". Similarly configure: adva-nce_1.
Deploy: advance_o2 (no hyphen). Health-check: advance_o3.
Publish artifact: publis_h_art_0 (note missing 'i'? Actually "publis_h_art_0").
Build artifact: build_art_0.
Ok.
Now we need to pass args: For set_flag tools, param "flag": flag entity ID. Which flag entity corresponds to each depth_flag? According to list: depth_flag_0 corresponds to entity ID depth_flag_0 (feature_gate_on). depth_flag_1 -> depth_flag_1 (backup_taken). depth_flag_2 -> depth_flag_2 (quota_raised). depth_flag_3 -> depth_flag_3 (maintenance_window_open). depth_flag_4 -> depth_flag_4 (secrets_synced). depth_flag_5 -> depth_flag_5 (feature_gate_on). depth_flag_6 -> depth_flag_6 (backup_taken). depth_flag_7 -> depth_flag_7 (quota_raised). depth_flag_8 -> depth_flag_8 (maintenance_window_open). depth_flag_9 -> depth_flag_9 (secrets_synced). depth_flag_10 -> depth_flag_10 (feature_gate_on). flag_0 corresponds to flag_0 (maintenance_window_open). So we need to supply correct flag entity IDs.
Thus for each set_flag tool we need to pass flag: <entity id>. Let's map:
- set_-flag_0: flag: flag_0
- set_dep-th_flag_0: flag: depth_flag_0
- set_depth_flag_o1: flag: depth_flag_1
- set_dep-th_flag_2: flag: depth_flag_2
- set_dep_th_flag_3: flag: depth_flag_3
- set_depth_flag_o4: flag: depth_flag_4
- set_dep_th_flag_5: flag: depth_flag_5
- set_depth_flag_o6: flag: depth_flag_6
- set_depth_flag_o7: 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
Now check each tool's precondition about requiring another flag first. Eg set_dep-th_flag_0 requires flag_0 first. We'll have done set_-flag_0 before.
Similarly set_depth_flag_o1 requires depth_flag_0 first (we will have set depth_flag_0 before). Good.
Set_dep-th_flag_2 requires depth_flag_1 first (we will have set depth_flag_1 before). etc.
Thus ordering as above works.
Now after setting depth_flag_10, we need to build and publish artifact.
- build_art_0: artifact: art_0
- publis_h_art_0: artifact: art_0
Now service steps:
- adva-nce_0: service: svc_0
- adva-nce_1: service: svc_0
- advance_o2: service: svc_0
- advance_o3: service: svc_0
Now verify preconditions for each:
Provision: svc_0 down initially -> ok.
Configure: after provision, svc_0 provisioned -> ok.
Deploy: after configure, svc_0 configured -> ok.
Health-check: after deploy, svc_0 deployed -> ok. Also requires depth_flag_10 true (we will have set it before) and art_0 published (we will have published before). Ensure ordering: we should set depth_flag_10 before health-check. Also we need artifact published before health-check. So we can do flag chain, then build/publish artifact, then provision/configure/deploy/health-check. Or we could interleave but ensure preconditions satisfied.
Now check if any other tool requires certain flags for service steps? No.
Now count tool calls: Let's list:
1. set_-flag_0
2. set_dep-th_flag_0
3. set_depth_flag_o1
4. set_dep-th_flag_2
5. set_dep_th_flag_3
6. set_depth_flag_o4
7. set_dep_th_flag_5
8. set_depth_flag_o6
9. set_depth_flag_o7
10. set_dep_th_flag_8
11. set_dep-th_flag_9
12. set_dep-th_flag_10
13. build_art_0
14. publis_h_art_0
15. adva-nce_0
16. adva-nce_1
17. advance_o2
18. advance_o3
That's 18 calls, within limit 36.
Now double-check each tool's exact ID spelling and args.
We'll produce JSON array with objects: {"tool": "<id>", "args": {"flag": "<entity id>"} or {"service": "<svc_id>"} or {"artifact": "<artifact_id>"}}.
Let's list each:
1. {"tool": "set_-flag_0", "args": {"flag": "flag_0"}}
2. {"tool": "set_dep-th_flag_0", "args": {"flag": "depth_flag_0"}}
3. {"tool": "set_depth_flag_o1", "args": {"flag": "depth_flag_1"}}
4. {"tool": "set_dep-th_flag_2", "args": {"flag": "depth_flag_2"}}
5. {"tool": "set_dep_th_flag_3", "args": {"flag": "depth_flag_3"}}
6. {"tool": "set_depth_flag_o4", "args": {"flag": "depth_flag_4"}}
7. {"tool": "set_dep_th_flag_5", "args": {"flag": "depth_flag_5"}}
8. {"tool": "set_depth_flag_o6", "args": {"flag": "depth_flag_6"}}
9. {"tool": "set_depth_flag_o7", "args": {"flag": "depth_flag_7"}}
10. {"tool": "set_dep_th_flag_8", "args": {"flag": "depth_flag_8"}}
11. {"tool": "set_dep-th_flag_9", "args": {"flag": "depth_flag_9"}}
12. {"tool": "set_dep-th_flag_10", "args": {"flag": "depth_flag_10"}}
13. {"tool": "build_art_0", "args": {"artifact": "art_0"}}
14. {"tool": "publis_h_art_0", "args": {"artifact": "art_0"}}
15. {"tool": "adva-nce_0", "args": {"service": "svc_0"}}
16. {"tool": "adva-nce_1", "args": {"service": "svc_0"}}
17. {"tool": "advance_o2", "args": {"service": "svc_0"}}
18. {"tool": "advance_o3", "args": {"service": "svc_0"}}
Check that all IDs match exactly as in catalog:
- set_-flag_0: yes.
- set_dep-th_flag_0: yes.
- set_depth_flag_o1: yes.
- set_dep-th_flag_2: yes.
- set_dep_th_flag_3: yes.
- set_depth_flag_o4: yes.
- set_dep_th_flag_5: yes.
- set_depth_flag_o6: yes.
- set_depth_flag_o7: yes.
- set_dep_th_flag_8: yes.
- set_dep-th_flag_9: yes.
- set_dep-th_flag_10: yes.
- build_art_0: yes.
- publis_h_art_0: yes.
- adva-nce_0: yes.
- adva-nce_1: yes.
- advance_o2: yes.
- advance_o3: yes.
All good.
Now we should consider if any of the set_flag tools have additional hidden preconditions like "Requires the depth_flag_2 flag first." meaning that flag must be true before calling. We have ensured ordering.
Double-check chain:
After step1 flag_0 true.
Step2 set depth_flag_0 requires flag_0 true -> ok.
Step3 set depth_flag_1 requires depth_flag_0 true -> ok.
Step4 set depth_flag_2 requires depth_flag_1 true -> ok.
Step5 set depth_flag_3 requires depth_flag_2 true -> ok.
Step6 set depth_flag_4 requires depth_flag_3 true -> ok.
Step7 set depth_flag_5 requires depth_flag_4 true -> ok.
Step8 set depth_flag_6 requires depth_flag_5 true -> ok.
Step9 set depth_flag_7 requires depth_flag_6 true -> ok.
Step10 set depth_flag_8 requires depth_flag_7 true -> ok.
Step11 set depth_flag_9 requires depth_flag_8 true -> ok.
Step12 set depth_flag_10 requires depth_flag_9 true -> ok.
Thus depth_flag_10 true.
Now artifact: build_art_0 requires artifact absent (true). After building, artifact built.
Publish requires artifact built (true). After publishing, artifact published.
Now service steps:
Provision: adva-nce_0 requires service down (true). After provision, service provisioned.
Configure: adva-nce_1 requires service provisioned (true). After configure, service configured.
Deploy: advance_o2 requires service configured (true). After deploy, service deployed.
Health-check: advance_o3 requires service deployed (true), depth_flag_10 true, art_0 published. All satisfied.
Thus final state: notifier-0 healthy.
Now output JSON array only.
Make sure no extra whitespace? Probably fine.
Let's 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 |