Record d61282c512b7454faea8c2bca816101a
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:
- gateway-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.
- 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 'gateway-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (gateway-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), depth_flag_12 (quota_raised), depth_flag_13 (maintenance_window_open), depth_flag_14 (secrets_synced), depth_flag_15 (feature_gate_on), depth_flag_16 (backup_taken)
TOOL CATALOG:
- 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_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_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_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: 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_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_-flag_0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- 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: 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_dep-th_flag_16 | name: set_flag | params: flag: flag
Set the depth_flag_16 flag to true. Precondition: it must currently be false. Requires the depth_flag_15 flag first.
- id: set_dep-th_flag_14 | name: set_flag | params: flag: flag
Set the depth_flag_14 flag to true. Precondition: it must currently be false. Requires the depth_flag_13 flag first.
- 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: 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_depth_flag_o10 | 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_o12 | name: set_flag | params: flag: flag
Set the depth_flag_12 flag to true. Precondition: it must currently be false. Requires the depth_flag_11 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: set_depth_flag_o15 | name: set_flag | params: flag: flag
Set the depth_flag_15 flag to true. Precondition: it must currently be false. Requires the depth_flag_14 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: 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: 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_depth_flag_o13 | name: set_flag | params: flag: flag
Set the depth_flag_13 flag to true. Precondition: it must currently be false. Requires the depth_flag_12 flag first.
- 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_16 flag to be set. Requires the art_0 artifact to be published.
- 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_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_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.
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 48 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_depth_flag_o7", "args": {"flag": "depth_flag_7"}},
{"tool": "set_depth_flag_o8", "args": {"flag": "depth_flag_8"}},
{"tool": "set_dep-th_flag_9", "args": {"flag": "depth_flag_9"}},
{"tool": "set_depth_flag_o10", "args": {"flag": "depth_flag_10"}},
{"tool": "set_dep_th_flag_11", "args": {"flag": "depth_flag_11"}},
{"tool": "set_depth_flag_o12", "args": {"flag": "depth_flag_12"}},
{"tool": "set_depth_flag_o13", "args": {"flag": "depth_flag_13"}},
{"tool": "set_dep-th_flag_14", "args": {"flag": "depth_flag_14"}},
{"tool": "set_depth_flag_o15", "args": {"flag": "depth_flag_15"}},
{"tool": "set_dep-th_flag_16", "args": {"flag": "depth_flag_16"}},
{"tool": "build-_art_0", "args": {"artifact": "art_0"}},
{"tool": "publish_art_o0", "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 service 'gateway-0' reaching healthy state.
Goal: service 'gateway-0' must be at least 'healthy'.
Current state: all services down? Actually only given: gateway-0 is currently down (not yet provisioned). Notifier-1 also down. No artifacts built/published. All flags off.
Thus we need to:
- Provision gateway-0 (svc_0) using advance_o0 (provision) -> moves from down to provisioned.
- Then configure via adva-nce_1 (configure) -> from provisioned to configured.
- Then deploy via advance_o2 (deploy) -> from configured to deployed.
- Then health-check via adva-nce_3 (health-check) -> from deployed to healthy, but requires depth_flag_16 set and art_0 published.
So before health-check we need to have depth_flag_16 true and artifact art_0 published.
Also note there are many duplicate flags with same names but different IDs? There's flag_0 etc. But they seem irrelevant except maybe needed as prerequisites for some depth flags.
Let's examine dependencies among depth flags.
List each set_flag tool with its precondition requiring another flag.
I'll parse them:
- set_dep-th_flag_4: sets depth_flag_4 true, requires depth_flag_3 first.
- set_dep_th_flag_11: sets depth_flag_11 true, requires depth_flag_10 first.
- set_dep-th_flag_9: sets depth_flag_9 true, requires depth_flag_8 first.
- set_depth_flag_o6: sets depth_flag_6 true, requires depth_flag_5 first.
- set_depth_flag_o0: sets depth_flag_0 true, requires flag_0 first.
- set_dep-th_flag_5: sets depth_flag_5 true, requires depth_flag_4 first.
- set_-flag_0: sets flag_0 true, precondition: flag_0 currently false (no dependency).
- publish_art_o0: publishes art_0, requires artifact built.
- set_depth_flag_o8: sets depth_flag_8 true, requires depth_flag_7 first.
- set_dep-th_flag_16: sets depth_flag_16 true, requires depth_flag_15 first.
- set_dep-th_flag_14: sets depth_flag_14 true, requires depth_flag_13 first.
- set_depth_flag_o10: sets depth_flag_10 true, requires depth_flag_9 first.
- set_depth_flag_o12: sets depth_flag_12 true, requires depth_flag_11 first.
- set_depth_flag_o15: sets depth_flag_15 true, requires depth_flag_14 first.
- set_dep_th_flag_1: sets depth_flag_1 true, requires depth_flag_0 first.
- adva-nce_1: configure service (requires service provisioned).
- set_dep-th_flag_3: sets depth_flag_3 true, requires depth_flag_2 first.
- set_depth_flag_o13: sets depth_flag_13 true, requires depth_flag_12 first.
- adva-nce_3: health-check service, requires depth_flag_16 set and art_0 published.
- advance_o0: provision service (requires service down).
- set_dep_th_flag_2: sets depth_flag_2 true, requires depth_flag_1 first.
- set_depth_flag_o7: sets depth_flag_7 true, requires depth_flag_6 first.
Additionally we have build_artifact (build-_art_0) builds art_0 from absent to built.
And publish_art_o0 publishes from built to published.
Now we need depth_flag_16 true. Let's see chain:
depth_flag_16 depends on depth_flag_15.
depth_flag_15 depends on depth_flag_14.
depth_flag_14 depends on depth_flag_13.
depth_flag_13 depends on depth_flag_12.
depth_flag_12 depends on depth_flag_11.
depth_flag_11 depends on depth_flag_10.
depth_flag_10 depends on depth_flag_9.
depth_flag_9 depends on depth_flag_8.
depth_flag_8 depends on depth_flag_7.
depth_flag_7 depends on depth_flag_6.
depth_flag_6 depends on depth_flag_5.
depth_flag_5 depends on depth_flag_4.
depth_flag_4 depends on depth_flag_3.
depth_flag_3 depends on depth_flag_2.
depth_flag_2 depends on depth_flag_1.
depth_flag_1 depends on depth_flag_0.
depth_flag_0 depends on flag_0.
Thus we need to set flag_0 true first, then depth_flag_0, then depth_flag_1,... up to depth_flag_16 sequentially.
All those set_flag tools require the target flag currently false (which initially all false). So we can follow chain.
Thus steps:
1. set_-flag_0 (sets flag_0 true). Precondition: flag_0 false (yes).
2. set_depth_flag_o0 (sets depth_flag_0 true) requires flag_0 true (now true). Good.
3. set_dep_th_flag_1 (sets depth_flag_1 true) requires depth_flag_0 true.
4. set_dep_th_flag_2 (sets depth_flag_2 true) requires depth_flag_1 true.
5. set_dep-th_flag_3 (sets depth_flag_3 true) requires depth_flag_2 true.
6. set_dep-th_flag_4 (sets depth_flag_4 true) requires depth_flag_3 true.
7. set_dep-th_flag_5 (sets depth_flag_5 true) requires depth_flag_4 true.
8. set_depth_flag_o6 (sets depth_flag_6 true) requires depth_flag_5 true.
9. set_depth_flag_o7 (sets depth_flag_7 true) requires depth_flag_6 true.
10. set_depth_flag_o8 (sets depth_flag_8 true) requires depth_flag_7 true.
11. set_dep-th_flag_9 (sets depth_flag_9 true) requires depth_flag_8 true.
12. set_depth_flag_o10 (sets depth_flag_10 true) requires depth_flag_9 true.
13. set_dep_th_flag_11 (sets depth_flag_11 true) requires depth_flag_10 true.
14. set_depth_flag_o12 (sets depth_flag_12 true) requires depth_flag_11 true.
15. set_depth_flag_o13 (sets depth_flag_13 true) requires depth_flag_12 true.
16. set_dep-th_flag_14 (sets depth_flag_14 true) requires depth_flag_13 true.
17. set_depth_flag_o15 (sets depth_flag_15 true) requires depth_flag_14 true.
18. set_dep-th_flag_16 (sets depth_flag_16 true) requires depth_flag_15 true.
After that we have depth_flag_16 true.
Now we need artifact art_0 published.
Steps:
- build-_art_0 (build artifact) requires artifact absent (currently absent). After building, artifact becomes built.
- publish_art_o0 (publish artifact) requires artifact built.
Now after both done, we can health-check gateway-0.
But we also need to provision, configure, deploy the service.
Provision: advance_o0 (provision) requires service down (svc_0 down). Yes.
Configure: adva-nce_1 (configure) requires service provisioned.
Deploy: advance_o2 (deploy) requires service configured.
Health-check: adva-nce_3 requires service deployed, depth_flag_16 true, and art_0 published.
Thus ordering: we need to do provision/configure/deploy before health-check, but we could interleave flag setting and artifact building earlier; doesn't matter as long as preconditions satisfied when called.
Potential conflict: Some tools may have same IDs? They are unique strings like "set_-flag_0". We'll use exactly those IDs.
Now ensure we don't exceed 48 calls. Let's count:
Flag chain: 18 calls (flag_0 + depth flags 0-16 inclusive = 1 + 17? Wait we counted: flag_0 (1), depth_flag_0 (2), depth_flag_1 (3), depth_flag_2 (4), depth_flag_3 (5), depth_flag_4 (6), depth_flag_5 (7), depth_flag_6 (8), depth_flag_7 (9), depth_flag_8 (10), depth_flag_9 (11), depth_flag_10 (12), depth_flag_11 (13), depth_flag_12 (14), depth_flag_13 (15), depth_flag_14 (16), depth_flag_15 (17), depth_flag_16 (18). Yes 18.
Artifact: build + publish = 2.
Service lifecycle: provision, configure, deploy, health-check = 4.
Total = 18+2+4 = 24 calls. Under limit.
Now we need to output JSON array of objects with tool and args.
We need to map entity IDs:
Services: svc_0 (gateway-0), svc_1 (notifier-1). We'll only use svc_0.
Artifacts: art_0 (release-image), art_1 (db-migration). We'll use art_0.
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), depth_flag_12 (quota_raised), depth_flag_13 (maintenance_window_open), depth_flag_14 (secrets_synced), depth_flag_15 (feature_gate_on), depth_flag_16 (backup_taken). Note duplicates but okay.
Thus for each set_flag tool we need to pass flag param with appropriate entity ID.
Let's list each tool ID and its flag argument:
- 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_depth_flag_o7: flag: depth_flag_7
- set_depth_flag_o8: flag: depth_flag_8
- set_dep-th_flag_9: flag: depth_flag_9
- set_depth_flag_o10: flag: depth_flag_10
- set_dep_th_flag_11: flag: depth_flag_11
- set_depth_flag_o12: flag: depth_flag_12
- set_depth_flag_o13: flag: depth_flag_13
- set_dep-th_flag_14: flag: depth_flag_14
- set_depth_flag_o15: flag: depth_flag_15
- set_dep-th_flag_16: flag: depth_flag_16
Check naming: some have hyphens and underscores. Ensure we use exact tool IDs as given.
List of tool IDs from catalog:
- 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_depth_flag_o7
- set_depth_flag_o8
- set_dep-th_flag_9
- set_depth_flag_o10
- set_dep_th_flag_11
- set_depth_flag_o12
- set_depth_flag_o13
- set_dep-th_flag_14
- set_depth_flag_o15
- set_dep-th_flag_16
Yes.
Now artifact tools:
- build-_art_0 (note: build-_art_0 includes hyphen and underscore). ID: "build-_art_0". Params: artifact: art_0.
- publish_art_o0: ID: "publish_art_o0". Params: artifact: art_0.
Service tools:
- advance_o0: ID: "advance_o0". Params: service: svc_0.
- adva-nce_1: ID: "adva-nce_1". Params: service: svc_0.
- advance_o2: ID: "advance_o2". Params: service: svc_0.
- adva-nce_3: ID: "adva-nce_3". Params: service: svc_0.
Now we need to order them such that preconditions hold.
We'll do flag chain first, then artifact build/publish, then service provision/configure/deploy/health-check. However health-check requires depth_flag_16 and artifact published, which will be true after those steps. Also health-check requires service deployed, which we will have after deploy step.
Thus order:
1-18: flag chain.
19: build-_art_0
20: publish_art_o0
21: advance_o0 (provision)
22: adva-nce_1 (configure)
23: advance_o2 (deploy)
24: adva-nce_3 (health-check)
Check preconditions:
- For flag chain: each requires previous flag true. Starting with flag_0 false initially, after step1 flag_0 true. Step2 requires flag_0 true (ok). etc.
- After step18 depth_flag_16 true.
- Build artifact: requires artifact absent. Initially absent, hasn't been touched. So ok.
- Publish artifact: requires artifact built. After build, artifact built. ok.
- Provision: service down initially. ok.
- Configure: service provisioned after step21. ok.
- Deploy: service configured after step22. ok.
- Health-check: service deployed after step23, depth_flag_16 true after step18, artifact published after step20. ok.
Thus plan works.
Now produce JSON array.
Each element: {"tool": "<tool id>", "args": {"flag": "<entity id>"} or {"artifact": "<entity id>"} or {"service": "<entity id>"}}.
Make sure to use exact strings.
Let's craft.
Realized dims
| dim | value |
|---|---|
| catalog_size | 26.0 |
| chain_length | 20.0 |
| 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 | 24.0 |
| 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 | 21.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |