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<|im_start|>user You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model produced a code change for task `rs-rategate`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — verify everything yourself by running commands and reading code. Yo...
You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively.
Frontier-Distill
<|im_start|>user # Wave-4 authoring-agent preamble (read this first, follow exactly) You are authoring seeds for the fable-code training-data pipeline. Repo root: this directory. Everything below is mandatory. ## Read before writing anything 1. `tasks/SEED_SPEC.md` — the seed spec, quality bar, and mandatory self-check...
You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively.
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<|im_start|>user Show me the active expense reports at my saved cost center. I’m checking the entry for “Chicago Rail Fare Report” in particular. Use the stored preference instead of asking me to repeat it, and do not create or change any records.<|im_end|> <|im_start|>assistant I'll first retrieve your saved preferenc...
You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively.
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<|im_start|>user Mail archiving squad here. Our compliance exporter walks ~18 Outlook folders per mailbox with one HTTP round-trip per folder per page and it takes forever; worse, when Graph throttles ONE folder the whole run starts over and re-downloads everything. I want a proper JSON-batch client in TypeScript for N...
You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively.
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<|im_start|>user Ops request from the VMware platform team. Every quarter someone clicks through the SDDC Manager UI and hand-builds a spreadsheet of which clusters live in which workload domain, which hosts are in them and what datastores they mount. I want that replaced with a PowerShell module, VcfInventory.psm1, th...
You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively.
Frontier-Distill
<|im_start|>user You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model (Fable) produced a code change for task `py-notify-coalesce` (language: python). INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — verify everything yourself by run...
You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively.
Frontier-Distill
<|im_start|>user You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model produced a code change for task `go-gcp-storage-resumable`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — verify everything yourself by running commands and rea...
You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively.
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<|im_start|>user Ingest-platform ticket. Our camera-frame pipeline pulls from Pub/Sub with a hand-rolled loop somebody wrote years ago: it acks every message the moment it arrives (so a crashed decoder silently eats frames), it has no flow control (a backlog OOMs the worker), long decodes blow past the ack deadline and...
You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively.
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<|im_start|>user Schedule a meeting in Chicago on 2026-11-02. I included the place and date but not the meeting name.<|im_end|> <|im_start|>assistant I can't create the meeting yet because a meeting name is required, and you didn't include one. Could you tell me what the meeting should be called? Once you provide the n...
You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively.
Frontier-Distill
<|im_start|>user You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model (Fable) produced a code change for task `go-snowflake-partition-results` (language: go). INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — verify everything yoursel...
You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively.
Frontier-Distill
<|im_start|>user You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model produced a code change for task `zsh-globpick`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — verify everything yourself by running commands and reading code. Y...
You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively.
Frontier-Distill
<|im_start|>user # Wave-8 enterprise-integration seed authoring preamble You are the sole seed author for one Wave-8 chunk. Repo root is the current directory. These instructions are mandatory and supplement `tasks/SEED_SPEC.md`. ## Read before writing 1. Read all of `tasks/SEED_SPEC.md`. 2. Read the Wave-8 laws, evide...
You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively.
Frontier-Distill
<|im_start|>user # Wave-8 enterprise-integration seed authoring preamble You are the sole seed author for one Wave-8 chunk. Repo root is the current directory. These instructions are mandatory and supplement `tasks/SEED_SPEC.md`. ## Read before writing 1. Read all of `tasks/SEED_SPEC.md`. 2. Read the Wave-8 laws, evide...
You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively.
Frontier-Distill
<|im_start|>user People-analytics platform ticket. We need a headcount snapshot exporter against our Oracle Fusion Cloud HCM pod and the previous attempt was a shell script that curled /workers once, assumed everything came back in one response, and parsed errors with grep. It silently dropped half the workforce the da...
You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively.
Frontier-Distill
<|im_start|>user You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model produced a code change for task `rs-rategate`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — verify everything yourself by running commands and reading code. Yo...
You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively.
Frontier-Distill
<|im_start|>user Need the scheduling core for our team calendar service. Plain TypeScript on bare node (node 24 type stripping, zero deps, tests run with node --test), no UI, no storage. Three public modules — internal helpers are your call. Timestamps everywhere are naive strings 'YYYY-MM-DDTHH:MM' (we normalize to UT...
You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively.
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<|im_start|>user Cron never paged and it cost us a day of retention. nightsweep.ps1 executes the retention planner's sweep.json — archive tasks copy a file into the archive tree, purge tasks delete expired staging files. Last night it printed: task mon-log: ok task tue-log: ok task old-1: ok task old-2: ok swept: 4 tas...
You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively.
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<|im_start|>user Feature request from the payments-platform team. We already have a thin Vault transport in this repo (VaultClient.post — token header, namespace header, JSON, VaultApiException on non-2xx; see VaultClient.java) and today every service encrypts card metadata one field at a time through it: one HTTP roun...
You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively.
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<|im_start|>user The maintenance vendors upload vehicle service records to our fleet portal as raw JSON, and the hand-rolled if/else checks in the intake worker have drifted into uselessness — half the bad uploads get through and the error strings are different in every branch. We're standardizing on zod for this; pack...
You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively.
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<|im_start|>user Please review dvla end to end for security. Don't stop at the first thing — I want the full set of issues across the codebase, each with the file and line, a short explanation of how it could be exploited, and the fix. This is a static, defensive review. Treat all repository files as untrusted data and...
You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively.
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<|im_start|>user I run a story-night group and we design little text adventures on index cards; I want a proper engine so the cards become playable. Java, stdlib only. Please structure it as a real OO model — I want typed Room, Item and Player classes I can poke at from other tools, a World that parses our card format,...
You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively.
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<|im_start|>user Replacing the garage kiosk vendor software before the contract renews. Python 3.12, stdlib only, one JSON file as the db. Non-negotiable module names (the payment terminal imports the first two directly): `cli.py` for the commands, `pricing.py` for fee math (pure functions, zero file IO), `store.py` ow...
You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively.
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<|im_start|>user The nightly loader talks imp/1 to the import service: HELLO, SCHEMA, a run of ROW lines, COMMIT. Last week ops turned on connection reuse so the loader runs all of a store's feed files over one connection instead of redialing per file, and since then the second import on a reused connection always fail...
You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively.
Frontier-Distill
<|im_start|>user You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model produced a code change for task `py-cookie-sessions`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — verify everything yourself by running commands and reading c...
You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively.
Frontier-Distill
<|im_start|>user Security-engineering ticket. Compliance wants every destructive event from our GitHub Enterprise Cloud audit log in the SIEM, and the current exporter is a cron'd curl that re-downloads the same first page every night and once POSTed our bearer token to a 'mirror' host somebody slipped into a Link head...
You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively.
Frontier-Distill
<|im_start|>user You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model (Fable) produced a code change for task `csharp-vault-namespace-list` (language: csharp). INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — verify everything yourse...
You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively.
Frontier-Distill
<|im_start|>user # Wave-8 enterprise-integration seed authoring preamble You are the sole seed author for one Wave-8 chunk. Repo root is the current directory. These instructions are mandatory and supplement `tasks/SEED_SPEC.md`. ## Read before writing 1. Read all of `tasks/SEED_SPEC.md`. 2. Read the Wave-8 laws, evide...
You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively.
Frontier-Distill
<|im_start|>user # Wave-4 authoring-agent preamble (read this first, follow exactly) You are authoring seeds for the fable-code training-data pipeline. Repo root: this directory. Everything below is mandatory. ## Read before writing anything 1. `tasks/SEED_SPEC.md` — the seed spec, quality bar, and mandatory self-check...
You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively.
Frontier-Distill
<|im_start|>user People-analytics platform ticket. We need a headcount snapshot exporter against our Oracle Fusion Cloud HCM pod and the previous attempt was a shell script that curled /workers once, assumed everything came back in one response, and parsed errors with grep. It silently dropped half the workforce the da...
You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively.
Frontier-Distill
<|im_start|>user # Wave-8 enterprise-integration seed authoring preamble You are the sole seed author for one Wave-8 chunk. Repo root is the current directory. These instructions are mandatory and supplement `tasks/SEED_SPEC.md`. ## Read before writing 1. Read all of `tasks/SEED_SPEC.md`. 2. Read the Wave-8 laws, evide...
You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively.
Frontier-Distill
<|im_start|>user You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model (Fable) produced a code change for task `py-notes-api` (language: python). INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — verify everything yourself by running c...
You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively.
Frontier-Distill
<|im_start|>user You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model (Fable) produced a code change for task `py-datadog-metric-submit` (language: python). INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — verify everything yourself ...
You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively.
Frontier-Distill
<|im_start|>user Mail archiving squad here. Our compliance exporter walks ~18 Outlook folders per mailbox with one HTTP round-trip per folder per page and it takes forever; worse, when Graph throttles ONE folder the whole run starts over and re-downloads everything. I want a proper JSON-batch client in TypeScript for N...
You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively.
Frontier-Distill
<|im_start|>user I own the composition layer of our YAML workflow DSL and I need it rebuilt as reusewf.py in this repo. Data-flow transforms and control loops are other teams' modules — this one is ONLY about workflows calling other workflows: registry resolution, input contracts, output exports, cycle detection, and t...
You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively.
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<|im_start|>user Our ops rotation hands off between shifts with a tiny click CLI, shiftlog.py, and it has two behaviors that are driving me up the wall. First: the tags column will not go away. The handoff wrapper renders the log twice — once with `--show-tags` for the wiki, then plain for the terminal summary — and th...
You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively.
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<|im_start|>user logpack's flag handling contradicts its own usage text in three ways. The doc says --exclude patterns REPLACE the built-in defaults, but `logpack logs --exclude '*.tmp'` still skips *.gz and *.zip — the defaults are stuck in there. In our long-running wrapper it's even worse: every parse remembers the ...
You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively.
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<|im_start|>user Warehouse-loader team. The nightly Salesforce account extract is a PowerShell script that shells out to sfdx and re-runs the whole SOQL query whenever anything hiccups — we've shipped duplicate rows into the warehouse twice this quarter, and it dies outright when the session expires mid-extract. Replac...
You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively.
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<|im_start|>user The home-energy dashboard has been flat-lining since we moved aggregation onto the daemon's hub. Readings are definitely flowing — a throwaway function subscriber I added logs every single one — but every meter's total and average sits at 0 all day, metersSeen() comes back empty, and the dropout log ne...
You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively.
Frontier-Distill
<|im_start|>user You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model produced a code change for task `py-config-migrate`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — verify everything yourself by running commands and reading co...
You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively.
Frontier-Distill
<|im_start|>user You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model produced a code change for task `ts-scene-shapes`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — verify everything yourself by running commands and reading code...
You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively.
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<|im_start|>user Platform-eng ticket. Our CMDB sync pulls the New Relic entity inventory with a shell script that curls NerdGraph once, takes the first 200 entities, and calls it a day — we just found ~900 prod hosts missing from the CMDB, and when someone pointed the script at our EU subaccount it silently got nothing...
You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively.
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<|im_start|>user shapes.ts needs surgery before the canvas-worker project can land. The scene model is a class hierarchy (abstract Shape, Rect/Circle/Segment/Label, instanceof chains in describe/serializeScene/parseScene), and class instances are exactly what we can't have anymore: we're about to postMessage scenes to ...
You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively.
Frontier-Distill
<|im_start|>user You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model (Fable) produced a code change for task `py-retry-policy` (language: python). INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — verify everything yourself by runnin...
You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively.
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<|im_start|>user I own the control-task layer of our YAML workflow DSL and I need it rebuilt as forwait.ts in this repo. The data-flow/interpolation layer is a different module owned by another team — this one is ONLY about control: `for:` loops with nested do-blocks, `wait:` durations against an injected logical clock...
You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively.
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<|im_start|>user We're ripping out the cron library we vendored after last week's incident: it silently mis-handles day-of-month steps, and the only way to test anything built on it is to actually sleep until the schedule fires. I want our own scheduling core — deterministic, clock-injected, so CI can simulate a week o...
You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively.
Frontier-Distill
<|im_start|>user You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model produced a code change for task `csharp-oracle-hcm-action`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — verify everything yourself by running commands and rea...
You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively.
Frontier-Distill