Record e421c5b70bfb43afbf7e2d161f2ab11a
PASSVerdict and provenance first; raw prompt/response/reasoning below, collapsed.
✓PASSanswered "[{"tool":"advance_0","args":{"service":"svc_0"}},{"tool":"advance_1","args":{..."
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:
- billing-0 is currently down (not yet provisioned).
- search-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.
GOAL (all conditions must hold at the end):
- service 'billing-0' must reach at least the 'deployed' state
ENTITY IDS (use these exact ids in your tool args):
Services: svc_0 (billing-0), svc_1 (search-1)
Artifacts: art_0 (release-image), art_1 (db-migration)
Flags: flag_0 (maintenance_window_open), flag_1 (secrets_synced)
TOOL CATALOG:
- id: decoy_0 | name: audit_logs | params: service: service
Audit the log stream for a service (read-only). (Has no effect on deployment state.)
- id: publish_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_flag_0 | name: set_flag | params: flag: flag
Set the flag_0 flag to true. Precondition: it must currently be false.
- id: advance_0 | name: provision | params: service: service
Provision a service, moving it from 'down' to 'provisioned'. Precondition: the service must currently be 'down'.
- 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: decoy_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: advance_1 | name: configure | params: service: service
Configure a service, moving it from 'provisioned' to 'configured'. Precondition: the service must currently be 'provisioned'.
- id: advance_2 | name: deploy | params: service: service
Deploy a service, moving it from 'configured' to 'deployed'. Precondition: the service must currently be 'configured'. Requires the flag_0 flag to be set. Requires the art_0 artifact to be published.
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 12 tool calls.
IMPORTANT: it is possible that the goal CANNOT be achieved with the tools in this catalog. Decide for yourself whether a valid plan exists. If one does, output it. If no sequence of the available tools can satisfy the goal, output exactly [] (an empty JSON array) instead. Do not invent tools that are not listed, and do not output a partial or best-effort plan that fails to reach the goal -- an empty array is the correct answer in that case.
Response
[{"tool":"advance_0","args":{"service":"svc_0"}},{"tool":"advance_1","args":{"service":"svc_0"}},{"tool":"set_flag_0","args":{"flag":"flag_0"}},{"tool":"build_art_0","args":{"artifact":"art_0"}},{"tool":"publish_art_0","args":{"artifact":"art_0"}},{"tool":"advance_2","args":{"service":"svc_0"}}]
Reasoning
Model reasoning
We need to produce a plan to get billing-0 (svc_0) to deployed state.
Current state:
- billing-0 is down (not yet provisioned)
- search-1 down
- release-image artifact absent? It says does not exist yet => absent.
- db-migration artifact absent.
- maintenance_window_open flag off (false)
- secrets_synced flag off (false)
Goal: service billing-0 must reach at least 'deployed'.
Tools:
- advance_0: provision service (down -> provisioned). precondition: service down.
- advance_1: configure service (provisioned -> configured). precondition: service provisioned.
- advance_2: deploy service (configured -> deployed). precondition: service configured AND requires flag_0 flag set (maintenance_window_open) AND requires art_0 artifact published.
Thus we need to:
1. Provision billing-0 via advance_0.
2. Configure billing-0 via advance_1.
3. Ensure flag_0 set (set_flag_0) - precondition flag false.
4. Ensure art_0 (release-image) built then published.
Steps: build_art_0 (build artifact from absent to built) precondition artifact absent.
publish_art_0 (publish artifact from built to published) precondition artifact built.
5. Then deploy billing-0 via advance_2.
Also note other services/flags irrelevant but could be used as decoys if needed but not required.
Check dependencies: For advance_2, also requires flag_0 set and art_0 published. So after those steps we can deploy.
Now check ordering constraints: We cannot call set_flag_0 before flag false (it's false initially). Good.
Build artifact: artifact absent initially, so we can call build_art_0.
Publish artifact: after build, artifact built, so we can call publish_art_0.
Provision service: service down initially, okay.
Configure service: after provision, service provisioned, okay.
Deploy: after configure, service configured, flag set, artifact published.
All good.
Potential issues: Are there any other hidden preconditions like needing secrets_synced? Not mentioned for deploy. Only flag_0 and art_0.
Thus plan length: 6 steps.
List tool IDs:
- advance_0 (provision)
- advance_1 (configure)
- set_flag_0 (set flag)
- build_art_0 (build artifact)
- publish_art_0 (publish artifact)
- advance_2 (deploy)
Order maybe: provision, configure, set flag, build artifact, publish artifact, deploy. However set flag could be earlier; doesn't matter as long as flag set before deploy. Also artifact build/publish could be before or after flag set; no dependency between them.
But ensure that when we call advance_2, flag is set and artifact published. So we need to have done those before.
Thus final plan: [{"tool":"advance_0","args":{"service":"svc_0"}},{"tool":"advance_1","args":{"service":"svc_0"}},{"tool":"set_flag_0","args":{"flag":"flag_0"}},{"tool":"build_art_0","args":{"artifact":"art_0"}},{"tool":"publish_art_0","args":{"artifact":"art_0"}},{"tool":"advance_2","args":{"service":"svc_0"}}]
Check each precondition at time of call:
State start:
svc_0 down.
flag_0 false.
art_0 absent.
Step1 advance_0: precondition svc_0 down -> ok. After: svc_0 provisioned.
Step2 advance_1: precondition svc_0 provisioned -> ok. After: svc_0 configured.
Step3 set_flag_0: precondition flag_0 false -> ok. After: flag_0 true.
Step4 build_art_0: precondition art_0 absent -> ok. After: art_0 built.
Step5 publish_art_0: precondition art_0 built -> ok. After: art_0 published.
Step6 advance_2: precondition svc_0 configured (yes), flag_0 true (yes), art_0 published (yes). After: svc_0 deployed.
Goal satisfied.
Thus output JSON array.
Make sure format exactly: [{"tool":"advance_0","args":{"service":"svc_0"}},...]
No extra whitespace? Probably fine.
Let's output.
Realized dims
| dim | value |
|---|---|
| catalog_size | 8.0 |
| chain_length | 3.0 |
| decoy_count | 2.0 |
| irreversibility | 0.0 |
| parallel_goals | 1.0 |
| realized_plan_depth | 6.0 |
| state_obscurity | 0.0 |
| unsolvable | 0.0 |
Latent params
| param | value |
|---|---|
| decoy_tools | 2.0 |
| parallel_goals | 1.0 |
| plan_depth | 3.0 |
| precondition_chain | 1.0 |
| state_obscurity | 0.0 |
| unsolvable | 0.0 |