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<|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
Ticket from the developer-productivity rotation. Our monorepo builds with a shell script that rebuilds the world on every change; people have started passing binaries around in chat to dodge it, which is how we shipped a stale one last week. I want the core of a real build tool as a Go library β in-pro... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Hey -- research ops here. We keep renting SaaS survey tools that can't do the one thing we need (branching), so I got budget for an in-house CLI. Python 3.12, stdlib only, state in one JSON db file. Please keep three module names stable because the intranet form renderer will import them: `cli.py` (com... | 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-invoice-render`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review β 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
Master-data platform ticket. Our nightly partner-maintenance job writes to S/4HANA one PATCH at a time over plain HTTP and it's a mess: it re-fetches a CSRF token for every single call, half-applies related updates when one of them fails, and when the gateway rejects a stale token the job just dies at ... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Settings store for our headless pump controller: config.c keeps key = value pairs parsed from a text blob, and the value strings live in a fixed slot pool (pool.c) because the firmware build has no allocator. cfg_load at boot has been rock solid for over a year. The live-reload path we added last sprin... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Asset-dashboard ticket. We inventory every repository in our GitHub Enterprise Cloud org for the compliance dashboard, and the current script is an embarrassment: it string-concatenates the org name into a GraphQL query, grabs one page of 30, and calls it done. Audit flagged it after two acquisitions d... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Marketing edits our notification-email templates by hand, and the current renderer is a pile of str.replace calls that fails silently and ships '{{ user.nmae }}' to customers. Replace it with a real (tiny) compiler: `microtmpl.py` with compile_template(source) returning a render(context) callable, plus... | 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` β 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
great. please include the construction of this new harness in your traces<|im_end|>
<|im_start|>assistant
Yes. This same pinned `gpt-5.6-sol` session contains the complete `glm-code` construction, live Z.ai validation, parser correction, security isolation work, Git commits, and credential cleanup. Iβm... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
I'm ripping out the last places where we do prices with parseFloat and toFixed β we had a checkout show $114.99 for something priced 115.00 and I never want to debug that again. All money in our system is an integer count of minor units (cents, rappen, yen). I need money.ts with three exports and a Cur... | 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-netstring-bus` (language: python). INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review β verify everything yourself by runni... | 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-newrelic-synthetic-monitor`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review β verify everything yourself by running command... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|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
Platform-inventory ticket, Ruby. Compliance wants a monthly inventory of every project on our self-managed GitLab, and the old rake task that hammered page=1..N fell over once we passed a few tens of thousands of projects β GitLab's own docs say big listings should use a different pagination style, so ... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
# Wave-10 full-distill seed authoring preamble You are authoring seed fixtures only. Do not generate a teacher trace, do not call another model, and do not edit traces or dataset outputs. Read `tasks/SEED_SPEC.md`, the Wave 10 binding laws, and at least two strong existing seeds in the assigned languag... | 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` β 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
# 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` β 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
We run a small fabrication shop and I keep missing maintenance windows, so: a recurrence engine, driven entirely from the shell. Entry point `remind.py`, reminders live in a JSON file picked by `--file PATH`. One thing before anything else: NO wall clock. Every command takes explicit dates. We replay h... | 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-textindex`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review β 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
Every label coming off the shelf printer this morning says "undefined" where the printed price belongs, and the little size suffix β the "(250 g)" bit shoppers actually read β has disappeared off every label that used to have one. Products without a size in the name are the only ones that look right, m... | 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 `java-bakeplan`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review β 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. | 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` β 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
You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model produced a code change for task `py-fsmcore`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review β verify everything yourself by running commands and reading code. You... | 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 `bash-argfwd`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review β 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
You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model produced a code change for task `go-statuspoll`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review β 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. | 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-plugin-option-scope`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review β verify everything yourself by running commands and read... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
You are Fable, the sole seed author responsible for repairing wave 8 chunk 8B. Do not delegate, do not call another model, and do not generate code-teacher traces. The four existing seeds were correctly implemented and locally verified, but the fail-closed wave audit rejected their user prompts because... | 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-tfe-run-queue`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review β verify everything yourself by running commands and reading cod... | 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 `powershell-meraki-link-pages`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review β verify everything yourself by running commands and... | 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-tile-cache`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review β 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. | 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-cmdline`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review β verify everything yourself by running commands and reading code. You... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
I need a chess move generator I can actually trust, and the only test methodology I believe in for these is perft: walk the game tree to a fixed depth, count the leaf nodes, compare against the published reference counts. Any bug in the rules β a phantom castle, a missed en passant pin, a promotion tha... | 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 `bash-teetrap`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review β 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
You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model produced a code change for task `ts-cart-total`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review β 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. | Frontier-Distill |
<|im_start|>user
# Wave-10 full-distill seed authoring preamble You are authoring seed fixtures only. Do not generate a teacher trace, do not call another model, and do not edit traces or dataset outputs. Read `tasks/SEED_SPEC.md`, the Wave 10 binding laws, and at least two strong existing seeds in the assigned languag... | 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` β 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
Our VCF upgrade runbook is still a wiki page full of curl commands somebody wrote against SDDC Manager 4.x, and half of them 404 now. I want a small stdlib-only Python package, vcf_precheck, that our orchestration jobs can import to run the upgrade precheck for a workload domain and hand ops a useful r... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
SRE ticket. Our DR tooling snapshots Terraform Enterprise state by scraping the UI with a headless browser (yes, really), and it broke again when the login page changed. Replace it with a small TypeScript tool that pulls a workspace's current state through the documented v2 API. Node built-ins only β n... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
The ingest workers wedged again in staging. Sequence from the logs: a job gets cancelled mid-flight (operator abort), and from then on the pool is a brick β jobs submitted afterwards sit forever and never even start, and the drain step at the end of the run (`await pool.shutdown()`) never returns; we h... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Signup form is dead in prod: the moment anyone hits submit, whole-form validation throws `TypeError: Cannot read properties of undefined (reading 'values')`, and the change handlers we hand off to the view layer explode the same way. Validating a single field directly works fine, which is what's meltin... | 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 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 β 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 |
<|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 produced a code change for task `csharp-jira-attachment-upload`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review β verify everything yourself by running commands an... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|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
# 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` β 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
You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model produced a code change for task `go-histogram`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review β 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
We're dropping the LaunchDarkly contract and I've been volunteered to write the in-house evaluation core. The JS and Python SDKs are already done, so the Go one has to bucket users EXACTLY the same way or a user gets the new checkout on web and the old one in the app: bucket = FNV-1a 64-bit hash of "<f... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Ticket from the backup crew. Our nightly vault archives go to Azure Blob Storage through a shell script that re-uploads the whole tarball from byte zero every time the connection hiccups β a 3 GB archive died four times last night and each retry started over. I want a proper TypeScript block-blob uploa... | 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 `java-ledyield`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review β 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. | 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-batch-flush`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review β 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. | Frontier-Distill |
<|im_start|>user
Feature request from the payments-platform team. We already have a thin Vault transport in this repo (VaultClient.post β 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. | Frontier-Distill |
<|im_start|>user
Storage automation ticket, Go. We group our app volumes into ONTAP consistency groups so snapshots are crash-consistent across the set, and right now that's managed by hand: someone creates the group in System Manager, someone else adds the new log volume three weeks later, and the QoS policy is whatev... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Platform-eng ticket. Our shop-floor CI bot authenticates against GitHub Enterprise Cloud with a PAT taped to a service account, and security wants it gone this quarter. Replace it with a proper GitHub App auth layer: a Go package ghauth (module go-ghe-app-token, stdlib only) that mints the app's short-... | 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-incident-cli` (language: python). INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review β verify everything yourself by runnin... | 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-gradebook` (language: python). INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review β 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
# 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` β 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
You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model produced a code change for task `csharp-gearrepo`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review β 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. | 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` β 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
Give me three general tips for welcoming overnight guests politely. I am not asking about any reservation in the system.<|im_end|>
<|im_start|>assistant
Since you're not asking about any reservation in the system, no tools are needed β here are three general tips for welcoming overnight guests politely... | 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 produced a code change for task `py-batch-defaults`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review β 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 (Fable) produced a code change for task `powershell-meraki-link-pages` (language: powershell). INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review β verify everything y... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Ops-tooling ticket. Compliance wants nightly extracts of our ECS service logs out of CloudWatch Logs, and the PowerShell prototype somebody wrote is a disaster: it stops paging GetLogEvents the first time a page comes back empty (which the docs say means nothing of the sort), it hammers the API until i... | 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-ferryhub`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review β 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. | 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-safe-integer`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review β 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. | 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-table-export` (language: python). INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review β verify everything yourself by runnin... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Feature request for our Foundry.Telemetry library (src/ β the LogRouter/ILogSink pipeline that's already live in the press-line services; don't break it). Ops is standing up Splunk and wants app logs shipped through the HTTP Event Collector instead of the file-beat kludge. Add a Splunk HEC sink in a 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 (Fable) produced a code change for task `py-event-replay` (language: python). INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review β verify everything yourself by runnin... | 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 `ts-gitlab-file-commit` (language: ts). INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review β verify everything yourself by runn... | 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-replicaread`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review β 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
In two bullets, explain the plain-language difference between βrepair includedβ and βreplacement included.β This is a wording question, not an order inquiry.<|im_end|>
<|im_start|>assistant
- **Repair included** means if the item breaks or malfunctions, the company will fix your existing item β you kee... | 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 `java-typedbus`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review β 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. | 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 β 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 |
<|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-wiki-compiler` (language: python). INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review β verify everything yourself by runni... | 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
Please create the account onboarding record βJuniper Catering Onboardingβ for 2026-08-24. It could be assigned to West Region or Central Region, and I have not chosen between them. The sales region matters, so do not guess or use my saved default.<|im_end|>
<|im_start|>assistant
I can't create this rec... | 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-dashfeed`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review β 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
Change windows on the fleet are currently a wiki page and crossed fingers, and the last bad window proved we cannot reconstruct afterwards what was applied where or what to unwind. I want changerun.ps1: a planner that turns our desired-state model plus per-host facts into an ordered change plan, then t... | 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` β 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
Ticket from the platform-tooling squad. Our incident automation still files Jira tickets through a script somebody ported from a Server instance years ago: it POSTs to /rest/api/2/issue, sets description to a plain string, and assigns people with {"name": "jsmith"}. On our Cloud site the string descrip... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Two greenhouse sites switched their pressure sensors to report in mbar last month (which the gateway is documented to support) and ever since, their dashboard pressure averages have been dragged down toward zero β the raw upload files show perfectly sane numbers like 1013.2. Meanwhile our reject-rate a... | 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. Our SIEM ingestion box tails the Okta System Log today with a cron + curl hack that re-reads whole hours and double-writes events after every hiccup, and the detection team is done with it. Build the replacement: a small C# library (namespace OktaSyslog) that sweeps /api/v1... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
okay so I've been keeping recipes in a spreadsheet and I hate it. I want a little recipe box CLI. Stdlib only. I care a LOT about the module split because I want to reuse the math from a web thing later: `units.py` (unit conversion/formatting, zero IO), `shopping.py` (list merging, zero IO), plus `cli.... | 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-floatrep`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review β 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
You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model produced a code change for task `ts-utf8-fragments`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review β 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 `go-shiplog`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review β verify everything yourself by running commands and reading code. You... | 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-checkpoint`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review β 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. | 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-atlas-cluster-poller` (language: python). INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review β verify everything yourself b... | 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-dep-resolve` (language: python). INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review β verify everything yourself by running... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|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 β once with `--show-tags` for the wiki, then plain for the terminal summary β and th... | 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
Security-engineering ticket. Our SIEM ingestion box tails the Okta System Log today with a cron + curl hack that re-reads whole hours and double-writes events after every hiccup, and the detection team is done with it. Build the replacement: a small C# library (namespace OktaSyslog) that sweeps /api/v1... | 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-warehouse-bins`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review β 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
The nightly till-roll import (rs-tillroll crate) has stopped importing anything and I cannot see why. Symptom one: every export gets bounced with "not a till roll" β including files I watched the terminal write minutes earlier. I opened one in the editor and the first line reads CAFΓ TILL v2, exactly w... | 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 `js-classkit`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review β 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
You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model (Fable) produced a code change for task `go-ontap-consistency-group` (language: go). INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review β verify everything yourself by... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
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