Record 03dfe216f99447eb9d742c426e4ae963
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:
- ingest-0 is currently down (not yet provisioned).
- auth-api-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.
GOAL (all conditions must hold at the end):
- service 'ingest-0' must reach at least the 'healthy' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (ingest-0), svc_1 (auth-api-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)
TOOL CATALOG:
- 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_6 flag to be set. Requires the art_0 artifact to be published.
- 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_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_o2 | 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_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_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: 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: 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: 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_o1 | 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_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_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: 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.)
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 28 tool calls.
Response
[
{"tool": "adva_nce_0", "args": {"service": "svc_0"}},
{"tool": "advance_o1", "args": {"service": "svc_0"}},
{"tool": "advance_o2", "args": {"service": "svc_0"}},
{"tool": "build_art_o0", "args": {"artifact": "art_0"}},
{"tool": "publis-h_art_0", "args": {"artifact": "art_0"}},
{"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_depth_flag_o2", "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_dep_th_flag_6", "args": {"flag": "depth_flag_6"}},
{"tool": "adva_nce_3", "args": {"service": "svc_0"}}
]
Reasoning
Model reasoning
We need to produce a sequence of tool calls leading to ingest-0 being healthy.
Goal: service 'ingest-0' (svc_0) must reach at least the 'healthy' state.
Current state: ingest-0 is down (not yet provisioned). So we need to go through states: down -> provisioned -> configured -> deployed -> healthy.
Provision uses adva_nce_0 (name: provision). It moves from down to provisioned. Precondition: service must be down. Good.
Configure uses advance_o1 (name: configure): moves from provisioned to configured. Precondition: service must be provisioned.
Deploy uses advance_o2 (name: deploy): moves from configured to deployed. Precondition: service must be configured.
Health-check uses adva_nce_3 (name: health-check): moves from deployed to healthy. Precondition: service must be deployed AND requires depth_flag_6 flag to be set AND requires art_0 artifact to be published.
Thus before health-check we need:
- depth_flag_6 = true
- art_0 published
Also note there are many flags with dependencies.
Let's list all flags and their IDs as given:
Flag names mapping:
flag_0: maintenance_window_open (depth? Actually they have both flag_0 and later duplicate entries but treat them separate?)
They gave entity IDs:
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).
So there are two sets: top-level flags (flag_0, flag_1) and depth flags (depth_flag_0..depth_flag_6). They seem redundant but each has its own precondition chain.
Set_flag_0: set flag_0 to true. No prerequisites except currently false.
set_depth_flag_o2: set depth_flag_2 to true. Precondition: depth_flag_2 currently false. Requires depth_flag_1 first.
set_dep-th_flag_5: set depth_flag_5 to true. Precondition: depth_flag_5 false. Requires depth_flag_4 first.
set_dep_th_flag_3: set depth_flag_3 to true. Precondition: depth_flag_3 false. Requires depth_flag_2 first.
set_dep-th_flag_1: set depth_flag_1 to true. Precondition: depth_flag_1 false. Requires depth_flag_0 first.
set_dep_th_flag_6: set depth_flag_6 to true. Precondition: depth_flag_6 false. Requires depth_flag_5 first.
set_depth_flag_o0: set depth_flag_0 to true. Precondition: depth_flag_0 false. Requires flag_0 first.
set_dep-th_flag_4: set depth_flag_4 to true. Precondition: depth_flag_4 false. Requires depth_flag_3 first.
Thus chains:
To get depth_flag_6 true, we need depth_flag_5 true, which needs depth_flag_4 true, which needs depth_flag_3 true, which needs depth_flag_2 true, which needs depth_flag_1 true, which needs depth_flag_0 true, which needs flag_0 true.
Thus we need to set flag_0 then depth_flag_0, then depth_flag_1, then depth_flag_2, then depth_flag_3, then depth_flag_4, then depth_flag_5, then depth_flag_6.
Additionally, maybe other flags like flag_1 etc not needed.
Now also need artifact art_0 published.
Artifact steps: build_art_o0 (build artifact) moves from absent to built. Precondition: artifact absent. Then publis-h_art_0 (publish artifact) moves from built to published. Precondition: artifact built.
Thus we need to run build_art_o0 then publis-h_art_0.
Now services: We'll do provision, configure, deploy, health-check.
But health-check also requires depth_flag_6 set and art_0 published. So after those we can health-check.
Potential ordering: Since some steps independent, we could interleave.
Preconditions summary:
- adva_nce_0 (provision svc_0): svc_0 down => ok initially.
- advance_o1 (configure svc_0): svc_0 provisioned => after provision.
- advance_o2 (deploy svc_0): svc_0 configured => after configure.
- adva_nce_3 (health-check svc_0): svc_0 deployed + depth_flag_6 true + art_0 published.
Thus final step health-check after deploy and after setting depth_flag_6 and publishing artifact.
Now ensure we don't exceed 28 calls. Let's count minimal:
Provision: 1
Configure: 2
Deploy: 3
Build artifact: 4
Publish artifact: 5
Set flag_0: 6
Set depth_flag_0: 7
Set depth_flag_1: 8
Set depth_flag_2: 9
Set depth_flag_3: 10
Set depth_flag_4: 11
Set depth_flag_5: 12
Set depth_flag_6: 13
Health-check: 14
Total 14 calls <28.
Check if any extra constraints: For each set_flag tool, precondition includes that the flag currently false. Initially all flags off (false). Also each set_flag may require another flag first (as per description). Ensure ordering respects that.
Specifically:
- set_flag_0 (flag_0): requires flag_0 false (true). No other requirement.
- set_depth_flag_o0 (depth_flag_0): requires depth_flag_0 false and requires flag_0 first. So after flag_0 set, we can set depth_flag_0.
- set_dep-th_flag_1 (depth_flag_1): requires depth_flag_1 false and requires depth_flag_0 first.
- set_depth_flag_o2 (depth_flag_2): requires depth_flag_2 false and requires depth_flag_1 first.
- set_dep_th_flag_3 (depth_flag_3): requires depth_flag_3 false and requires depth_flag_2 first.
- set_dep-th_flag_4 (depth_flag_4): requires depth_flag_4 false and requires depth_flag_3 first.
- set_dep-th_flag_5 (depth_flag_5): requires depth_flag_5 false and requires depth_flag_4 first.
- set_dep_th_flag_6 (depth_flag_6): requires depth_flag_6 false and requires depth_flag_5 first.
All good.
Now check artifact: build_art_o0 requires artifact absent (yes). publis-h_art_0 requires artifact built (after build). Good.
Now verify service states transitions: Starting down.
After provision: provisioned.
After configure: configured.
After deploy: deployed.
After health-check: healthy.
No other tool changes service state besides these.
Thus final state meets goal.
Now output JSON array of objects with tool and args.
Need to use exact tool IDs as given.
List them:
- adva_nce_0 (provision)
- advance_o1 (configure)
- advance_o2 (deploy)
- build_art_o0 (build artifact)
- publis-h_art_0 (publish artifact) Note the ID includes a hyphen? It's "publis-h_art_0". Must match exactly.
- set_flag_0 (set flag_0)
- set_depth_flag_o0 (set depth_flag_0) Wait ID: "set_depth_flag_o0"? In catalog: "set_depth_flag_o0 | name: set_flag | params: flag: flag". Yes.
- set_dep-th_flag_1 (ID: "set_dep-th_flag_1")
- set_depth_flag_o2 (ID: "set_depth_flag_o2") Actually catalog: "set_depth_flag_o2 | name: set_flag | params: flag: flag". Yes.
- set_dep_th_flag_3 (ID: "set_dep_th_flag_3")
- set_dep-th_flag_4 (ID: "set_dep-th_flag_4")
- set_dep-th_flag_5 (ID: "set_dep-th_flag_5")
- set_dep_th_flag_6 (ID: "set_dep_th_flag_6")
Double-check naming: Some have underscores and hyphens weirdly. Need to copy exactly.
From catalog:
- id: set_flag_0 | name: set_flag | params: flag: flag
- id: set_depth_flag_o2 | name: set_flag | params: flag: flag
- id: set_dep-th_flag_5 | name: set_flag | params: flag: flag
- id: set_dep_th_flag_3 | name: set_flag | params: flag: flag
- id: set_dep-th_flag_1 | name: set_flag | params: flag: flag
- id: set_dep_th_flag_6 | name: set_flag | params: flag: flag
- id: set_dep-th_flag_4 | name: set_flag | params: flag: flag
- id: set_depth_flag_o0 | name: set_flag | params: flag: flag
Thus we have:
set_flag_0
set_depth_flag_o0
set_dep-th_flag_1
set_depth_flag_o2
set_dep_th_flag_3
set_dep-th_flag_4
set_dep-th_flag_5
set_dep_th_flag_6
Note: set_dep-th_flag_5 vs set_dep_th_flag_5? Catalog says "set_dep-th_flag_5". Use that.
Similarly set_dep_th_flag_3, set_dep_th_flag_6.
Now artifact tools:
- id: build_art_o0 | name: build_artifact | params: artifact: artifact
- id: publis-h_art_0 | name: publish_artifact | params: artifact: artifact
Service tools:
- id: adva_nce_0 | name: provision | params: service: service
- id: advance_o1 | name: configure | params: service: service
- id: advance_o2 | name: deploy | params: service: service
- id: adva_nce_3 | name: health-check | params: service: service
Now construct JSON array in order.
Order I propose:
1. adva_nce_0 provision svc_0
2. advance_o1 configure svc_0
3. advance_o2 deploy svc_0
4. build_art_o0 artifact art_0
5. publis-h_art_0 artifact art_0
6. set_flag_0 flag flag_0
7. set_depth_flag_o0 flag depth_flag_0
8. set_dep-th_flag_1 flag depth_flag_1
9. set_depth_flag_o2 flag depth_flag_2
10. set_dep_th_flag_3 flag depth_flag_3
11. set_dep-th_flag_4 flag depth_flag_4
12. set_dep-th_flag_5 flag depth_flag_5
13. set_dep_th_flag_6 flag depth_flag_6
14. adva_nce_3 health-check svc_0
Check preconditions for each:
Step1: svc_0 down -> ok.
Step2: svc_0 provisioned after step1 -> ok.
Step3: svc_0 configured after step2 -> ok.
Step4: artifact art_0 absent initially -> ok.
Step5: artifact built after step4 -> ok.
Step6: flag_0 false initially -> ok.
Step7: depth_flag_0 false, requires flag_0 true (now true) -> ok.
Step8: depth_flag_1 false, requires depth_flag_0 true (now true) -> ok.
Step9: depth_flag_2 false, requires depth_flag_1 true -> ok.
Step10: depth_flag_3 false, requires depth_flag_2 true -> ok.
Step11: depth_flag_4 false, requires depth_flag_3 true -> ok.
Step12: depth_flag_5 false, requires depth_flag_4 true -> ok.
Step13: depth_flag_6 false, requires depth_flag_5 true -> ok.
Step14: svc_0 deployed after step3 -> ok. depth_flag_6 true after step13. art_0 published after step5 -> ok.
Thus all satisfied.
Now output JSON array.
Make sure each object: {"tool": "<tool id>", "args": {"<param>": "<entity id>"}}
Parameters: service, artifact, flag.
For provision/configure/deploy/health-check: param "service": value svc_0 etc.
For build/publish artifact: param "artifact": value art_0.
For set_flag: param "flag": value flag id.
Now produce final answer.
Realized dims
| dim | value |
|---|---|
| catalog_size | 16.0 |
| chain_length | 10.0 |
| 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 | 14.0 |
| 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 | 11.0 |
| poison_traps | 0.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| zero_slack_on | 0.0 |