Record 4e740c29a2914ec2ba958cf5e24aed3c
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).
- 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.
- The secrets_synced flag is off.
- The feature_gate_on flag is off.
- The backup_taken 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 (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), depth_flag_9 (secrets_synced), depth_flag_10 (feature_gate_on), depth_flag_11 (backup_taken)
TOOL CATALOG:
- 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: 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: 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: 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'.
- 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_11 flag to be set. Requires the art_0 artifact to be published.
- 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_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: 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: 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_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_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_dep_th_flag_11 | name: set_flag | params: flag: flag
Set the depth_flag_11 flag to true. Precondition: it must currently be false. Requires the depth_flag_10 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: 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: 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_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.
- 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_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.
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 38 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_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": "set_depth_flag_o9", "args": {"flag": "depth_flag_9"}},
{"tool": "set_dep-th_flag_10", "args": {"flag": "depth_flag_10"}},
{"tool": "set_dep_th_flag_11", "args": {"flag": "depth_flag_11"}},
{"tool": "build_art_0", "args": {"artifact": "art_0"}},
{"tool": "publish_art_o0", "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": "adva-nce_3", "args": {"service": "svc_0"}}
]
Reasoning
Model reasoning
We need to produce a sequence of tool calls leading to cache-0 being healthy.
Goal: service 'cache-0' (svc_0) must be at least healthy.
Current state: all services down? It says cache-0 is currently down (not yet provisioned). Notifier-1 also down. No artifacts built/published. All flags off.
To get service healthy we need:
Provision -> configured -> deployed -> healthy via health-check.
Health-check requires depth_flag_11 set and art_0 artifact published.
Thus steps:
1. Provision svc_0 (adva_nce_0 with service: svc_0) - precondition: service down (true).
2. Configure svc_0 (adva-nce_1 with service: svc_0) - precondition: provisioned.
3. Deploy svc_0 (advance_o2 with service: svc_0) - precondition: configured.
Now we need depth_flag_11 set and art_0 published before health-check.
Also need maybe other dependencies like building artifact etc.
Let's see artifact flow: art_0 initially absent. Need to build then publish.
Tools: build_art_0 builds artifact from absent to built. Then publish_art_o0 publishes from built to published.
So after building and publishing, we have art_0 published.
Depth flags chain: many depth flags depend on each other and some require base flags.
List of depth flags: depth_flag_0 through depth_flag_11 as per entity IDs list includes duplicates but they refer to same names? Actually there are multiple entries: 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), depth_flag_11 (backup_taken). So essentially three groups repeating pattern: each group corresponds to a set of flags: maintenance_window_open, secrets_synced, feature_gate_on, backup_taken, quota_raised repeated thrice? Let's map:
Group0: 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
Group1: 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
Group2: depth_flag_8 = maintenance_window_open
depth_flag_9 = secrets_synced
depth_flag_10 = feature_gate_on
depth_flag_11 = backup_taken
(there is no quota_raised in group2? Actually depth_flag_?? missing; but anyway.)
The set_flag tools show dependencies:
- set_flag_0 sets flag_0 (maintenance_window_open) with precondition false.
- set_dep-th_flag_1 sets depth_flag_1 (backup_taken?) Wait description: "Set the depth_flag_1 flag to true. Precondition: it must currently be false. Requires the depth_flag_0 flag first." That seems mismatched naming: they say depth_flag_1 but earlier mapping shows depth_flag_1 is backup_taken. However requirement: needs depth_flag_0 first (which is feature_gate_on). So chain: depth_flag_0 -> depth_flag_1 -> depth_flag_2 -> ... etc.
But looking at other set_flag tools: set_depth_flag_o0 sets depth_flag_0 requiring flag_0 first. So depth_flag_0 depends on flag_0 (maintenance_window_open). Good.
set_dep-th_flag_6 sets depth_flag_6 requiring depth_flag_5 first.
set_dep-th_flag_3 sets depth_flag_3 requiring depth_flag_2 first.
set_depth_flag_o7 sets depth_flag_7 requiring depth_flag_6 first.
set_dep_th_flag_11 sets depth_flag_11 requiring depth_flag_10 first.
set_depth_flag_o5 sets depth_flag_5 requiring depth_flag_4 first.
set_depth_flag_o9 sets depth_flag_9 requiring depth_flag_8 first.
set_dep-th_flag_4 sets depth_flag_4 requiring depth_flag_3 first.
set_dep_th_flag_8 sets depth_flag_8 requiring depth_flag_7 first.
set_dep_th_flag_2 sets depth_flag_2 requiring depth_flag_1 first.
set_dep-th_flag_10 sets depth_flag_10 requiring depth_flag_9 first.
Thus overall dependency graph: To set any depth_flag_n, you need previous depth_flag_{n-1} set, except some start points where they require a base flag (flag_0 for depth_flag_0). Also note there are duplicate depth_flag numbers across groups? But they treat them as separate flags with same name? Probably each depth_flag_X is unique despite same label; they just repeated names but they are distinct entities. For simplicity, we can follow chain from depth_flag_0 up to depth_flag_11 using the provided set_flag tools.
We need depth_flag_11 set for health-check. So we need to set depth_flag_0 through depth_flag_11 in order, respecting dependencies.
Let's list required set_flag calls and their preconditions:
- set_flag_0: sets flag_0 (maintenance_window_open). Precondition: flag_0 false. No dependency.
- set_depth_flag_o0: sets depth_flag_0 (feature_gate_on). Precondition: depth_flag_0 false. Requires flag_0.
- set_dep-th_flag_1: sets depth_flag_1 (backup_taken?). Precondition: depth_flag_1 false. Requires depth_flag_0.
- set_dep_th_flag_2: sets depth_flag_2 (quota_raised?). Precondition: depth_flag_2 false. Requires depth_flag_1.
- set_dep-th_flag_3: sets depth_flag_3 (maintenance_window_open?). Precondition: depth_flag_3 false. Requires depth_flag_2.
- set_dep-th_flag_4: sets depth_flag_4 (secrets_synced?). Precondition: depth_flag_4 false. Requires depth_flag_3.
- set_depth_flag_o5: sets depth_flag_5 (feature_gate_on?). Precondition: depth_flag_5 false. Requires depth_flag_4.
- set_dep-th_flag_6: sets depth_flag_6 (backup_taken?). Precondition: depth_flag_6 false. Requires depth_flag_5.
- set_depth_flag_o7: sets depth_flag_7 (quota_raised?). Precondition: depth_flag_7 false. Requires depth_flag_6.
- set_dep_th_flag_8: sets depth_flag_8 (maintenance_window_open?). Precondition: depth_flag_8 false. Requires depth_flag_7.
- set_depth_flag_o9: sets depth_flag_9 (secrets_synced?). Precondition: depth_flag_9 false. Requires depth_flag_8.
- set_dep-th_flag_10: sets depth_flag_10 (feature_gate_on?). Precondition: depth_flag_10 false. Requires depth_flag_9.
- set_dep_th_flag_11: sets depth_flag_11 (backup_taken?). Precondition: depth_flag_11 false. Requires depth_flag_10.
Thus we need to call these 13 set_flag tools in order.
Additionally we need to build and publish artifact art_0.
Now check if any other dependencies: health-check also requires art_0 published. Already covered.
No other flags needed.
Thus plan:
1. set_flag_0 (flag: flag_0)
2. set_depth_flag_o0 (flag: depth_flag_0)
3. set_dep-th_flag_1 (flag: depth_flag_1)
4. set_dep_th_flag_2 (flag: depth_flag_2)
5. set_dep-th_flag_3 (flag: depth_flag_3)
6. set_dep-th_flag_4 (flag: depth_flag_4)
7. set_depth_flag_o5 (flag: depth_flag_5)
8. set_dep-th_flag_6 (flag: depth_flag_6)
9. set_depth_flag_o7 (flag: depth_flag_7)
10. set_dep_th_flag_8 (flag: depth_flag_8)
11. set_depth_flag_o9 (flag: depth_flag_9)
12. set_dep-th_flag_10 (flag: depth_flag_10)
13. set_dep_th_flag_11 (flag: depth_flag_11)
Now artifact:
14. build_art_0 (artifact: art_0)
15. publish_art_o0 (artifact: art_0)
Now service provisioning:
16. adva_nce_0 (service: svc_0) // provision
17. adva-nce_1 (service: svc_0) // configure
18. advance_o2 (service: svc_0) // deploy
19. adva-nce_3 (service: svc_0) // health-check (requires depth_flag_11 and art_0 published)
Check preconditions at each step:
Initially all flags false, artifact absent, service down.
Step1 set_flag_0: precondition flag_0 false => ok.
After step1 flag_0 true.
Step2 set_depth_flag_o0: requires flag_0 true (we have) and depth_flag_0 false => ok.
After step2 depth_flag_0 true.
Step3 set_dep-th_flag_1: requires depth_flag_0 true => ok, depth_flag_1 false => ok.
After step3 depth_flag_1 true.
Step4 set_dep_th_flag_2: requires depth_flag_1 true => ok, depth_flag_2 false => ok.
After step4 depth_flag_2 true.
Step5 set_dep-th_flag_3: requires depth_flag_2 true => ok, depth_flag_3 false => ok.
After step5 depth_flag_3 true.
Step6 set_dep-th_flag_4: requires depth_flag_3 true => ok, depth_flag_4 false => ok.
After step6 depth_flag_4 true.
Step7 set_depth_flag_o5: requires depth_flag_4 true => ok, depth_flag_5 false => ok.
After step7 depth_flag_5 true.
Step8 set_dep-th_flag_6: requires depth_flag_5 true => ok, depth_flag_6 false => ok.
After step8 depth_flag_6 true.
Step9 set_depth_flag_o7: requires depth_flag_6 true => ok, depth_flag_7 false => ok.
After step9 depth_flag_7 true.
Step10 set_dep_th_flag_8: requires depth_flag_7 true => ok, depth_flag_8 false => ok.
After step10 depth_flag_8 true.
Step11 set_depth_flag_o9: requires depth_flag_8 true => ok, depth_flag_9 false => ok.
After step11 depth_flag_9 true.
Step12 set_dep-th_flag_10: requires depth_flag_9 true => ok, depth_flag_10 false => ok.
After step12 depth_flag_10 true.
Step13 set_dep_th_flag_11: requires depth_flag_10 true => ok, depth_flag_11 false => ok.
After step13 depth_flag_11 true.
Step14 build_art_0: precondition artifact absent => ok. After built.
Step15 publish_art_o0: precondition artifact built => ok. After published.
Step16 adva_nce_0: precondition service down => ok. After provisioned.
Step17 adva-nce_1: precondition provisioned => ok. After configured.
Step18 advance_o2: precondition configured => ok. After deployed.
Step19 adva-nce_3: precondition deployed => ok, requires depth_flag_11 true (yes) and art_0 published (yes). After healthy.
Thus goal satisfied.
Total tool calls = 19, within limit 38.
Need to output JSON array with objects {"tool": "<tool id>", "args": {"flag": "<entity id>"} or {"service":..., "artifact":...}}.
Make sure to use exact tool ids as given.
List of tool ids:
- 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_depth_flag_o5
- set_dep-th_flag_6
- set_depth_flag_o7
- set_dep_th_flag_8
- set_depth_flag_o9
- set_dep-th_flag_10
- set_dep_th_flag_11
- build_art_0
- publish_art_o0
- adva_nce_0
- adva-nce_1
- advance_o2
- adva-nce_3
Note hyphens and underscores: need to copy exactly.
Check 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: adva_nce_0 | name: provision | params: service: service
- id: advance_o2 | name: deploy | params: service: service
- id: adva-nce_1 | name: configure | params: service: service
- id: adva-nce_3 | name: health-check | params: service: service
- id: set_depth_flag_o0 | name: set_flag | params: flag: flag
- id: set_dep-th_flag_6 | name: set_flag | params: flag: flag
- id: dec-oy_1 | name: warm_cache ...
- id: set_dep-th_flag_3 | name: set_flag | params: flag: flag
- id: dec-oy_0 | name: audit_logs ...
- id: set_flag_0 | name: set_flag | params: flag: flag
- id: set_depth_flag_o7 | name: set_flag | params: flag: flag
- id: set_dep_th_flag_11 | name: set_flag | params: flag: flag
- id: set_depth_flag_o5 | name: set_flag | params: flag: flag
- id: set_depth_flag_o9 | name: set_flag | params: flag: flag
- id: set_dep-th_flag_4 | name: set_flag | params: flag: flag
- id: set_dep_th_flag_8 | name: set_flag | params: flag: flag
- id: set_dep_th_flag_2 | name: set_flag | params: flag: flag
- id: build_art_0 | name: build_artifact | params: artifact: artifact
- id: set_dep-th_flag_10 | name: set_flag | params: flag: flag
Thus our list matches.
Now produce JSON array.
Order as above.
Let's craft.
Realized dims
| dim | value |
|---|---|
| catalog_size | 21.0 |
| chain_length | 15.0 |
| 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 | 19.0 |
| 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 | 16.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |