Record 645df391be584f03b588d19c7adae402

We need to produce a sequence of tool calls leading to ingest-0 being healthy.

Goal: service 'ingest-0' (svc_0) must be at least 'healthy'.

Current state: all services down (not provisioned). No artifacts built/published. All flags false.

We have many duplicate flags with same names but different IDs? Actually they list multiple entries like depth_flag_0 etc repeated. But we only care about using correct entity IDs as given. They gave mapping:

Entity IDs:
Services: svc_0 (ingest-0), svc_1 (reporting-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).

Thus there are many duplicates representing hierarchical dependencies perhaps.

The precondition chain: Many set_flag tools require other flags first.

Let's examine each set_flag tool description:

- set_depth_flag_o8: sets depth_flag_8 true, requires depth_flag_7 first.
- set_dep_th_flag_6: sets depth_flag_6 true, requires depth_flag_5 first.
- build_art_o0: builds artifact art_0 if absent.
- set_dep-th_flag_14: sets depth_flag_14 true, requires depth_flag_13 first.
- set_depth_flag_o11: sets depth_flag_11 true, requires depth_flag_10 first.
- set_dep-th_flag_5: sets depth_flag_5 true, requires depth_flag_4 first.
- set_depth_flag_o13: sets depth_flag_13 true, requires depth_flag_12 first.
- dec_oy_1: warm_cache (no effect)
- set_dep-th_flag_4: sets depth_flag_4 true, requires depth_flag_3 first.
- advance_o3: health-check a service, moves from deployed to healthy. Precondition: service must be deployed. Requires depth_flag_16 flag to be set. Requires art_0 artifact to be published.
- set_depth_flag_o1: sets depth_flag_1 true, requires depth_flag_0 first.
- set_dep-th_flag_0: sets depth_flag_0 true, requires flag_0 flag first.
- set_dep_th_flag_7: sets depth_flag_7 true, requires depth_flag_6 first.
- advance_o0: provision a service, moves from down to provisioned. Precondition: service must be down.
- set_dep-th_flag_10: sets depth_flag_10 true, requires depth_flag_9 first.
- set_dep-th_flag_15: sets depth_flag_15 true, requires depth_flag_14 first.
- set_depth_flag_o16: sets depth_flag_16 true, requires depth_flag_15 first.
- advance_o2: deploy a service, moves from configured to deployed. Precondition: service must be configured.
- set_dep_th_flag_2: sets depth_flag_2 true, requires depth_flag_1 first.
- set_dep_th_flag_12: sets depth_flag_12 true, requires depth_flag_11 first.
- publis_h_art_0: publishes artifact art_0, moves from built to published. Precondition: artifact must be built.
- set_dep-th_flag_3: sets depth_flag_3 true, requires depth_flag_2 first.
- dec-oy_0: audit logs (no effect)
- set_dep_th_flag_9: sets depth_flag_9 true, requires depth_flag_8 first.
- set_-flag_0: sets flag_0 true. Precondition: it must currently be false. (No requirement.)

So overall we need to get svc_0 to healthy via steps: down -> provisioned -> configured -> deployed -> healthy.

Provision uses advance_o0 (requires service down). Configure uses advance_o1 (requires provisioned). Deploy uses advance_o2 (requires configured). Health-check uses advance_o3 (requires deployed, depth_flag_16 true, art_0 published).

Thus we need to:

1. Provision svc_0.
2. Configure svc_0.
3. Deploy svc_0.
4. Ensure depth_flag_16 true.
5. Ensure art_0 published.
6. Then health-check svc_0.

Also maybe need to ensure some other prerequisites? Not mentioned.

Now let's see how to set depth_flag_16 true. There's a tool set_depth_flag_o16 which sets depth_flag_16 true, requires depth_flag_15 first.

Depth_flag_15 can be set via set_dep-th_flag_15 (requires depth_flag_14 first).

Depth_flag_14 via set_dep-th_flag_14 (requires depth_flag_13 first).

Depth_flag_13 via set_depth_flag_o13 (requires depth_flag_12 first).

Depth_flag_12 via set_dep_th_flag_12 (requires depth_flag_11 first).

Depth_flag_11 via set_depth_flag_o11 (requires depth_flag_10 first).

Depth_flag_10 via set_dep-th_flag_10 (requires depth_flag_9 first).

Depth_flag_9 via set_dep_th_flag_9 (requires depth_flag_8 first).

Depth_flag_8 via set_depth_flag_o8 (requires depth_flag_7 first).

Depth_flag_7 via set_dep_th_flag_7 (requires depth_flag_6 first).

Depth_flag_6 via set_dep_th_flag_6 (requires depth_flag_5 first).

Depth_flag_5 via set_dep-th_flag_5 (requires depth_flag_4 first).

Depth_flag_4 via set_dep-th_flag_4 (requires depth_flag_3 first).

Depth_flag_3 via set_dep-th_flag_3 (requires depth_flag_2 first).

Depth_flag_2 via set_dep_th_flag_2 (requires depth_flag_1 first).

Depth_flag_1 via set_depth_flag_o1 (requires depth_flag_0 first).

Depth_flag_0 via set_dep-th_flag_0 (requires flag_0 first).

Flag_0 via set_-flag_0 (no prerequisite).

Thus we have a long chain of setting flags from flag_0 up to depth_flag_16.

Alternatively, could we skip some by using alternative paths? Probably not because each step required previous.

Thus we need to execute set_-flag_0 then set_dep-th_flag_0 then set_depth_flag_o1 then set_dep_th_flag_2 then set_dep-th_flag_3 then set_dep-th_flag_4 then set_dep-th_flag_5 then set_dep_th_flag_6 then set_dep_th_flag_7 then set_depth_flag_o8 then set_dep_th_flag_9 then set_dep-th_flag_10 then set_depth_flag_o11 then set_dep_th_flag_12 then set_depth_flag_o13 then set_dep-th_flag_14 then set_dep-th_flag_15 then set_depth_flag_o16.

But note naming variations: Some tools have hyphens etc. Need to match exactly the tool IDs provided.

List them precisely:

From catalog:

- set_-flag_0 : name: set_flag | params: flag: flag   // sets flag_0
- set_dep-th_flag_0 : sets depth_flag_0, requires flag_0
- set_depth_flag_o1 : sets depth_flag_1, requires depth_flag_0
- set_dep_th_flag_2 : sets depth_flag_2, requires depth_flag_1
- set_dep-th_flag_3 : sets depth_flag_3, requires depth_flag_2
- set_dep-th_flag_4 : sets depth_flag_4, requires depth_flag_3
- set_dep-th_flag_5 : sets depth_flag_5, requires depth_flag_4
- set_dep_th_flag_6 : sets depth_flag_6, requires depth_flag_5
- set_dep_th_flag_7 : sets depth_flag_7, requires depth_flag_6
- set_depth_flag_o8 : sets depth_flag_8, requires depth_flag_7
- set_dep_th_flag_9 : sets depth_flag_9, requires depth_flag_8
- set_dep-th_flag_10 : sets depth_flag_10, requires depth_flag_9
- set_depth_flag_o11 : sets depth_flag_11, requires depth_flag_10
- set_dep_th_flag_12 : sets depth_flag_12, requires depth_flag_11
- set_depth_flag_o13 : sets depth_flag_13, requires depth_flag_12
- set_dep-th_flag_14 : sets depth_flag_14, requires depth_flag_13
- set_dep-th_flag_15 : sets depth_flag_15, requires depth_flag_14
- set_depth_flag_o16 : sets depth_flag_16, requires depth_flag_15

Check also there might be alternate naming like set_dep-th_flag_... vs set_dep_th_flag_... We'll need to copy exactly.

Now after depth_flag_16 set, we need artifact art_0 published.

Steps for artifact:

- build_art_o0: builds art_0 (from absent to built). Precondition: artifact absent.
- publis_h_art_0: publishes art_0 (from built to published). Precondition: artifact built.

Thus we need to run build_art_o0 then publis_h_art_0.

Now service steps:

- advance_o0: provision svc_0 (down->provisioned). Precondition: service down.
- advance_o1: configure svc_0 (provisioned->configured). Precondition: service provisioned.
- advance_o2: deploy svc_0 (configured->deployed). Precondition: service configured.
- advance_o3: health-check svc_0 (deployed->healthy). Precondition: service deployed, depth_flag_16 true, art_0 published.

Thus ordering: we need to satisfy preconditions before each call.

Potential interleaving: we could set flags while provisioning etc., as long as preconditions satisfied at call time.

We need to output JSON array of tool calls.

We must ensure we don't exceed 48 calls. Our chain length: flags: 1 (set_-flag_0) + 1 (set_dep-th_flag_0) + 1 (set_depth_flag_o1) + 1 (set_dep_th_flag_2) + 1 (set_dep-th_flag_3) + 1 (set_dep-th_flag_4) + 1 (set_dep-th_flag_5) + 1 (set_dep_th_flag_6) + 1 (set_dep_th_flag_7) + 1 (set_depth_flag_o8) + 1 (set_dep_th_flag_9) + 1 (set_dep-th_flag_10) + 1 (set_depth_flag_o11) + 1 (set_dep_th_flag_12) + 1 (set_depth_flag_o13) + 1 (set_dep-th_flag_14) + 1 (set_dep-th_flag_15) + 1 (set_depth_flag_o16) = 18 flags.

Artifact: 2 calls.

Service provision/configure/deploy/healthcheck: 4 calls.

Total = 24 calls. Well under limit.

Now we need to ensure each tool's precondition holds when called.

Let's simulate:

Initial state: all flags false, artifacts absent, services down.

Step1: set_-flag_0: precondition flag_0 false => ok. After: flag_0 true.

Step2: set_dep-th_flag_0: precondition depth_flag_0 false, requires flag_0 true => ok. After depth_flag_0 true.

Step3: set_depth_flag_o1: precondition depth_flag_1 false, requires depth_flag_0 true => ok. After depth_flag_1 true.

Step4: set_dep_th_flag_2: precondition depth_flag_2 false, requires depth_flag_1 true => ok. After depth_flag_2 true.

Step5: set_dep-th_flag_3: precondition depth_flag_3 false, requires depth_flag_2 true => ok. After depth_flag_3 true.

Step6: set_dep-th_flag_4: precondition depth_flag_4 false, requires depth_flag_3 true => ok. After depth_flag_4 true.

Step7: set_dep-th_flag_5: precondition depth_flag_5 false, requires depth_flag_4 true => ok. After depth_flag_5 true.

Step8: set_dep_th_flag_6: precondition depth_flag_6 false, requires depth_flag_5 true => ok. After depth_flag_6 true.

Step9: set_dep_th_flag_7: precondition depth_flag_7 false, requires depth_flag_6 true => ok. After depth_flag_7 true.

Step10: set_depth_flag_o8: precondition depth_flag_8 false, requires depth_flag_7 true => ok. After depth_flag_8 true.

Step11: set_dep_th_flag_9: precondition depth_flag_9 false, requires depth_flag_8 true => ok. After depth_flag_9 true.

Step12: set_dep-th_flag_10: precondition depth_flag_10 false, requires depth_flag_9 true => ok. After depth_flag_10 true.

Step13: set_depth_flag_o11: precondition depth_flag_11 false, requires depth_flag_10 true => ok. After depth_flag_11 true.

Step14: set_dep_th_flag_12: precondition depth_flag_12 false, requires depth_flag_11 true => ok. After depth_flag_12 true.

Step15: set_depth_flag_o13: precondition depth_flag_13 false, requires depth_flag_12 true => ok. After depth_flag_13 true.

Step16: set_dep-th_flag_14: precondition depth_flag_14 false, requires depth_flag_13 true => ok. After depth_flag_14 true.

Step17: set_dep-th_flag_15: precondition depth_flag_15 false, requires depth_flag_14 true => ok. After depth_flag_15 true.

Step18: set_depth_flag_o16: precondition depth_flag_16 false, requires depth_flag_15 true => ok. After depth_flag_16 true.

Now artifact:

Step19: build_art_o0: precondition art_0 absent => ok. After art_0 built.

Step20: publis_h_art_0: precondition art_0 built => ok. After art_0 published.

Now service:

Step21: advance_o0 provision svc_0: precondition svc_0 down => ok. After svc_0 provisioned.

Step22: advance_o1 configure svc_0: precondition svc_0 provisioned => ok. After svc_0 configured.

Step23: advance_o2 deploy svc_0: precondition svc_0 configured => ok. After svc_0 deployed.

Step24: advance_o3 health-check svc_0: precondition svc_0 deployed, depth_flag_16 true, art_0 published => all true. After svc_0 healthy.

Goal achieved.

Now we need to output JSON array with objects {"tool": "<tool id>", "args": {"<param>": "<entity id>"}}.

Need to map each tool's param name: they all have param "flag" or "artifact" or "service". Let's verify each:

- set_-flag_0: params: flag: flag
- set_dep-th_flag_0: params: flag: flag
- set_depth_flag_o1: params: flag: flag
- set_dep_th_flag_2: params: flag: flag
- set_dep-th_flag_3: params: flag: flag
- set_dep-th_flag_4: params: flag: flag
- set_dep-th_flag_5: params: flag: flag
- set_dep_th_flag_6: params: flag: flag
- set_dep_th_flag_7: params: flag: flag
- set_depth_flag_o8: params: flag: flag
- set_dep_th_flag_9: params: flag: flag
- set_dep-th_flag_10: params: flag: flag
- set_depth_flag_o11: params: flag: flag
- set_dep_th_flag_12: params: flag: flag
- set_depth_flag_o13: params: flag: flag
- set_dep-th_flag_14: params: flag: flag
- set_dep-th_flag_15: params: flag: flag
- set_depth_flag_o16: params: flag: flag
- build_art_o0: params: artifact: artifact
- publis_h_art_0: params: artifact: artifact
- advance_o0: params: service: service
- advance_o1: params: service: service
- advance_o2: params: service: service
- advance_o3: params: service: service

Thus each args object will have key "flag" or "artifact" or "service" with appropriate entity ID.

Entity IDs we must use exactly: For flags: flag_0, depth_flag_0, depth_flag_1, depth_flag_2, depth_flag_3, depth_flag_4, depth_flag_5, depth_flag_6, depth_flag_7, depth_flag_8, depth_flag_9, depth_flag_10, depth_flag_11, depth_flag_12, depth_flag_13, depth_flag_14, depth_flag_15, depth_flag_16.

For artifacts: art_0.

For services: svc_0.

Now construct JSON.

Make sure to escape correctly? Just plain JSON.

Sequence:

[
 {"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_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_depth_flag_o8","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":"set_depth_flag_o11","args":{"flag":"depth_flag_11"}},
 {"tool":"set_dep_th_flag_12","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_dep-th_flag_15","args":{"flag":"depth_flag_15"}},
 {"tool":"set_depth_flag_o16","args":{"flag":"depth_flag_16"}},
 {"tool":"build_art_o0","args":{"artifact":"art_0"}},
 {"tool":"publis_h_art_0","args":{"artifact":"art_0"}},
 {"tool":"advance_o0","args":{"service":"svc_0"}},
 {"tool":"advance_o1","args":{"service":"svc_0"}},
 {"tool":"advance_o2","args":{"service":"svc_0"}},
 {"tool":"advance_o3","args":{"service":"svc_0"}}
]

That's 24 entries.

Double-check tool IDs spelling 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_dep-th_flag_4 (yes)
- set_dep-th_flag_5 (yes)
- set_dep_th_flag_6 (yes)
- set_dep_th_flag_7 (yes)
- set_depth_flag_o8 (yes)
- set_dep_th_flag_9 (yes)
- set_dep-th_flag_10 (yes)
- set_depth_flag_o11 (yes)
- set_dep_th_flag_12 (yes)
- set_depth_flag_o13 (yes)
- set_dep-th_flag_14 (yes)
- set_dep-th_flag_15 (yes)
- set_depth_flag_o16 (yes)
- build_art_o0 (yes)
- publis_h_art_0 (yes)
- advance_o0 (yes)
- advance_o1 (yes)
- advance_o2 (yes)
- advance_o3 (yes)

All good.

Now output as JSON array.