Record 8f4d2a04cc7c411598007e5d70992172
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:
- cache-0 is currently down (not yet provisioned).
- cache-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 'cache-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (cache-0), svc_1 (cache-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_depth_flag_o3 | 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_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_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_o9 | 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: 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_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: 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_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_flag_0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- 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_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: 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: advance_o1 | 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: 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_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: 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_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_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.
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_depth_flag_o3", "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_dep-th_flag_7", "args": {"flag": "depth_flag_7"}},
{"tool": "set_dep-th_flag_8", "args": {"flag": "depth_flag_8"}},
{"tool": "set_depth_flag_o9", "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": "adva-nce_0", "args": {"service": "svc_0"}},
{"tool": "advance_o1", "args": {"service": "svc_0"}},
{"tool": "adva_nce_2", "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 service cache-0 being healthy.
Goal: service 'cache-0' must reach at least the 'healthy' state.
Current state: services both down. No artifacts built/published. Flags all off.
We have many flags with dependencies forming chains? Let's examine each tool:
List them with IDs and descriptions:
- set_depth_flag_o3: set_flag param flag -> sets depth_flag_3 true. Precondition: depth_flag_3 false. Requires depth_flag_2 flag first. So we need depth_flag_2 already true before this can run.
- set_dep_th_flag_5: set_flag -> sets depth_flag_5 true. Precondition: false. Requires depth_flag_4 first.
- adva-nce_0: provision service -> moves from down to provisioned. Precondition: service down.
- set_depth_flag_o9: set_flag -> sets depth_flag_9 true. Precondition: false. Requires depth_flag_8 first.
- advance_o3: health-check service -> moves from deployed to healthy. Precondition: service deployed. Requires depth_flag_10 flag set. Requires art_0 artifact published.
- set_dep_th_flag_0: set_flag -> sets depth_flag_0 true. Precondition: false. Requires flag_0 first.
- decoy_o1: warm_cache service (no state change).
- set_dep-th_flag_10: set_flag -> sets depth_flag_10 true. Precondition: false. Requires depth_flag_9 first.
- set_flag_0: set_flag -> sets flag_0 true. Precondition: false.
- publis-h_art_0: publish_artifact artifact -> moves art_0 from built to published. Precondition: artifact built.
- set_dep_th_flag_6: set_flag -> sets depth_flag_6 true. Precondition: false. Requires depth_flag_5 first.
- set_dep-th_flag_7: set_flag -> sets depth_flag_7 true. Precondition: false. Requires depth_flag_6 first.
- adva_nce_2: deploy service -> moves from configured to deployed. Precondition: service configured.
- advance_o1: configure service -> moves from provisioned to configured. Precondition: service provisioned.
- decoy_o0: audit_logs service (no effect).
- set_dep_th_flag_4: set_flag -> sets depth_flag_4 true. Precondition: false. Requires depth_flag_3 first.
- set_depth_flag_o1: set_flag -> sets depth_flag_1 true. Precondition: false. Requires depth_flag_0 first.
- build_art_o0: build_artifact artifact -> builds art_0 from absent to built. Precondition: artifact absent.
- set_dep-th_flag_8: set_flag -> sets depth_flag_8 true. Precondition: false. Requires depth_flag_7 first.
- set_dep-th_flag_2: set_flag -> sets depth_flag_2 true. Precondition: false. Requires depth_flag_1 first.
Thus there is a chain of depth flags: starting from flag_0 then depth_flag_0 etc?
Let's map out dependency graph:
flag_0 (depth_flag?) Actually flag_0 is separate top-level flag used by set_dep_th_flag_0 which requires flag_0.
set_dep_th_flag_0 sets depth_flag_0 requiring flag_0.
Then set_depth_flag_o1 sets depth_flag_1 requiring depth_flag_0.
Then set_dep-th_flag_2 sets depth_flag_2 requiring depth_flag_1.
Then set_depth_flag_o3 sets depth_flag_3 requiring depth_flag_2.
Then set_dep_th_flag_4 sets depth_flag_4 requiring depth_flag_3.
Then set_dep_th_flag_5 sets depth_flag_5 requiring depth_flag_4.
Then set_dep_th_flag_6 sets depth_flag_6 requiring depth_flag_5.
Then set_dep-th_flag_7 sets depth_flag_7 requiring depth_flag_6.
Then set_dep-th_flag_8 sets depth_flag_8 requiring depth_flag_7.
Then set_depth_flag_o9 sets depth_flag_9 requiring depth_flag_8.
Then set_dep-th_flag_10 sets depth_flag_10 requiring depth_flag_9.
Thus after setting flag_0, we can cascade up through depth flags sequentially to get depth_flag_10 true.
Now health-check (advance_o3) requires depth_flag_10 set AND art_0 artifact published.
So we need to:
- Set flag_0 (via set_flag_0)
- Then set depth_flag_0 via set_dep_th_flag_0 (requires flag_0)
- Then depth_flag_1 via set_depth_flag_o1 (requires depth_flag_0)
- Then depth_flag_2 via set_dep-th_flag_2 (requires depth_flag_1)
- Then depth_flag_3 via set_depth_flag_o3 (requires depth_flag_2)
- Then depth_flag_4 via set_dep_th_flag_4 (requires depth_flag_3)
- Then depth_flag_5 via set_dep_th_flag_5 (requires depth_flag_4)
- Then depth_flag_6 via set_dep_th_flag_6 (requires depth_flag_5)
- Then depth_flag_7 via set_dep-th_flag_7 (requires depth_flag_6)
- Then depth_flag_8 via set_dep-th_flag_8 (requires depth_flag_7)
- Then depth_flag_9 via set_depth_flag_o9 (requires depth_flag_8)
- Then depth_flag_10 via set_dep-th_flag_10 (requires depth_flag_9)
Also need artifact art_0 published: steps:
- Build artifact: build_art_o0 (precondition artifact absent) => built.
- Publish artifact: publis-h_art_0 (precondition built) => published.
Service path: start down -> provision -> configure -> deploy -> health-check (to healthy). Need to ensure each step precondition satisfied.
Provision: adva-nce_0 (service down -> provisioned). Use service svc_0 (cache-0).
Configure: advance_o1 (provisioned -> configured). Same service.
Deploy: adva_nce_2 (configured -> deployed). Same service.
Health-check: advance_o3 (deployed -> healthy). Requires depth_flag_10 set and art_0 published.
Thus overall sequence:
1. set_flag_0 (flag_0)
2. set_dep_th_flag_0 (depth_flag_0)
3. set_depth_flag_o1 (depth_flag_1)
4. set_dep-th_flag_2 (depth_flag_2)
5. set_depth_flag_o3 (depth_flag_3)
6. set_dep_th_flag_4 (depth_flag_4)
7. set_dep_th_flag_5 (depth_flag_5)
8. set_dep_th_flag_6 (depth_flag_6)
9. set_dep-th_flag_7 (depth_flag_7)
10. set_dep-th_flag_8 (depth_flag_8)
11. set_depth_flag_o9 (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. adva-nce_0 (service svc_0)
16. advance_o1 (service svc_0)
17. adva_nce_2 (service svc_0)
18. advance_o3 (service svc_0)
Check if any other constraints: For health-check also requires depth_flag_10 flag set (we did) and art_0 artifact published (we did). Good.
All preconditions should hold given we follow order.
But note some tool names have hyphens etc exactly as given. Must match IDs exactly.
List of tool IDs:
- set_flag_0
- set_dep_th_flag_0
- set_depth_flag_o1
- set_dep-th_flag_2
- set_depth_flag_o3
- 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_depth_flag_o9
- set_dep-th_flag_10
- build_art_o0
- publis-h_art_0
- adva-nce_0
- advance_o1
- adva_nce_2
- advance_o3
Make sure they correspond.
Double-check each tool's description matches our usage.
Set_flag_0: sets flag_0 true. Precondition flag_0 false. OK.
set_dep_th_flag_0: sets depth_flag_0 true, requires flag_0. After step1 flag_0 true, ok.
set_depth_flag_o1: sets depth_flag_1 true, requires depth_flag_0. After step2 depth_flag_0 true, ok.
set_dep-th_flag_2: sets depth_flag_2 true, requires depth_flag_1. After step3 depth_flag_1 true, ok.
set_depth_flag_o3: sets depth_flag_3 true, requires depth_flag_2. After step4 depth_flag_2 true, ok.
set_dep_th_flag_4: sets depth_flag_4 true, requires depth_flag_3. After step5 depth_flag_3 true, ok.
set_dep_th_flag_5: sets depth_flag_5 true, requires depth_flag_4. After step6 depth_flag_4 true, ok.
set_dep_th_flag_6: sets depth_flag_6 true, requires depth_flag_5. After step7 depth_flag_5 true, ok.
set_dep-th_flag_7: sets depth_flag_7 true, requires depth_flag_6. After step8 depth_flag_6 true, ok.
set_dep-th_flag_8: sets depth_flag_8 true, requires depth_flag_7. After step9 depth_flag_7 true, ok.
set_depth_flag_o9: sets depth_flag_9 true, requires depth_flag_8. After step10 depth_flag_8 true, ok.
set_dep-th_flag_10: sets depth_flag_10 true, requires depth_flag_9. After step11 depth_flag_9 true, ok.
build_art_o0: builds artifact art_0 from absent to built. Precondition artifact absent. Initially absent, ok.
publis-h_art_0: publishes artifact art_0 from built to published. Precondition artifact built. After step13 built, ok.
adva-nce_0: provision service svc_0 from down to provisioned. Precondition service down. Initially down, ok.
advance_o1: configure service svc_0 from provisioned to configured. Precondition service provisioned. After step15 provisioned, ok.
adva_nce_2: deploy service svc_0 from configured to deployed. Precondition service configured. After step16 configured, ok.
advance_o3: health-check service svc_0 from deployed to healthy. Precondition service deployed, depth_flag_10 set, art_0 published. After step17 deployed, step12 depth_flag_10 true, step14 published, ok.
Thus final state: svc_0 healthy.
Goal satisfied.
We used 18 tool calls, within limit 36.
Need to output JSON array of objects with "tool" and "args". Args: for set_flag tools, param "flag": flag entity id? The description says params: flag: flag. The entity IDs for flags: flag_0 is flag_0, depth flags have IDs like depth_flag_0 etc. We need to use exact IDs given in entity IDs list.
Entity IDs list includes:
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)
Wait mapping seems weird but we just need to use those IDs as given.
Thus for set_flag_0, args: {"flag": "flag_0"}.
For set_dep_th_flag_0: args: {"flag": "depth_flag_0"}.
Similarly others.
Build artifact: artifact param: "artifact": "art_0".
Publish artifact: same.
Provision service: service: "svc_0".
Configure: service: "svc_0".
Deploy: service: "svc_0".
Health-check: service: "svc_0".
Thus produce JSON array.
Check ordering: Ensure each step's preconditions satisfied given previous steps.
One nuance: The flag_0 is maintenance_window_open initially off. Setting it true is fine.
Depth flags initial all off.
Thus sequence valid.
Return JSON.
Let's craft.
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 |