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<|im_start|>user
Our audit-log export endpoint streams NDJSON over chunked HTTP/1.1 — chunkstream.ts writes straight to the connection so we never buffer a whole export. Two kinds of tickets since the compliance dashboards moved onto it, and I've stared at this code way too long. One: some exports just stop partway. Th... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|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. | Frontier-Distill |
<|im_start|>user
We print a word-hunt puzzle in the club newsletter and I'm tired of hand-checking submissions against the answer key. I need a checker, class Boggle in Boggle.java, plain Java, stdlib only. Boards are 4x4 and live in text files (see grids/): four rows of four tiles separated by spaces. A tile is a sing... | 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-abort-late` (language: ts). INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — verify everything yourself by running comm... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Our search gateway is slowly eating itself. Functionally it looks fine — fanout.Search returns the first replica hit fast, aggregation over total failures works — but after a day in production the goroutine count is in the tens of thousands and a pprof goroutine dump is wall-to-wall `fanout.Search.func... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Our greenhouse rigs stream minute-by-minute integer readings from a grid of sensors, and I need the number-crunching core as a small numpy module. This repo is part of our conda data stack: environment.yml carries the exact pins we validated against, and NOTHING is installed on this box yet — there's n... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
HR reporting pipeline ticket. We export every work relationship a worker has ever had out of Oracle Fusion Cloud HCM, and the current script is a while-loop that adds 25 to offset until items comes back empty. On our long-tenure agency conversions it double-counts rows whenever HR touches the worker mi... | 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 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. | 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-storesales`. 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. | Frontier-Distill |
<|im_start|>user
Feature request for our Jira retention tooling. The existing ProjectAdminClient does stage one fine — it looks up project state and archives projects that hit end-of-retention (getProject/archiveProject, both in production). Stage two is still a human with a browser: when legal signs off on final purge... | 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-stale-config`. 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. | 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-telewire`. 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. | 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-datadog-reference-table`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — 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
The studio's firing sheet stopped printing after Friday's cleanup merge, which the description swears was formatting only -- alignment and indentation across kilnsheet.ps1 and kilnprofiles.ps1, no logic. Now: $ pwsh -NoProfile -File ./kilnsheet.ps1 -Path firings.csv ParserError: kilnsheet.ps1:15 Line |... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
The dye-lot module won't import since a colleague ran a line-length tidy over the studio repo, and the counter tablet just shows a stack trace. This is the whole error: File "dyelot.py", line 26 def cotton_grams(skeins, depth) ^ SyntaxError: expected ':' I patched that one spot on my own checkout and i... | 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
Two docs pages disappeared from the published site last week and the publish log for that run says, I kid you not, '47 converted, 0 failed'. The two missing sources both had a busted template tag in them — if I feed one straight into the renderer by hand it raises a perfectly good ValueError. But run t... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Observability team. Our incident tooling shells out to kubectl logs per pod and then a Python script staples the outputs together — it garbles non-ASCII service names (we saw 'über-worker' come out as mojibake during the last sev2, because someone decodes chunk-by-chunk) and it interleaves lines in wha... | 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-cliargs`. 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... | 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-retry`. 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 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 `bash-teetrap`. 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
HR platform ticket. When a hire falls through we currently cancel the work relationship in the Oracle Fusion HCM UI by hand, because the last scripted attempt POSTed plain JSON at a guessed URL with a made-up worker ID, treated a 202 like a failure, and printed 'HTTP 400' when the pod explained in two ... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
HR reporting pipeline ticket. We export every work relationship a worker has ever had out of Oracle Fusion Cloud HCM, and the current script is a while-loop that adds 25 to offset until items comes back empty. On our long-tenure agency conversions it double-counts rows whenever HR touches the worker mi... | 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-sitepress`. 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
List active shipments through my preferred hub. Leave every shipment unchanged.<|im_end|>
<|im_start|>assistant
I'll first get your saved preferences to find your preferred hub, then list active shipments through it.<|im_end|> | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
So the notification service currently 'retries' by sprinkling setTimeout calls around and praying, and every incident review ends with 'we should have a real job queue'. I want you to build that queue as a library. In-memory is fine for now, but it MUST be time-deterministic: no timers, no Date.now — t... | 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
I maintain the solitaire corner of our office arcade box and FreeCell is next on the list. I don't need a UI or a solver — I need the ENGINE: load a deal from text, referee every move, and be pedantic about the supermove capacity rule, because that's the one everyone argues about. Implement src/lib.rs ... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
We're standardizing how our report scripts talk to the metrics API and I have opinions, because the last attempt kept its token in a script-scope variable and the moment one runbook needed two accounts at once everything cross-talked. So: session state is a VALUE. You create it, you pass it around, fun... | 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
Infra ticket. Our deployment tooling shells out to `az` and pretends every ARM PUT is synchronous — it fires the request, sleeps 90 seconds, and hopes. Twice this month it declared render-pool rollouts "done" while the operation was still running, and once it looped forever on an operation that had act... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Data platform team here. Our nightly account loads into Salesforce still go through a contractor's SOAP-era jar that nobody can rebuild, and it silently drops the failure report. I want a small stdlib-only Python package, sf_bulk, that runs a full Bulk API 2.0 ingest end to end so our scheduler can imp... | 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-databricks-jobs-run` (language: python). INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — verify everything yourself by... | 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 document-pipeline tooling. We already kick off Document AI batch jobs fine — DocAiClient.startBatch posts :batchProcess and hands back the long-running operation name — but what happens next is embarrassing: an ops script greps the operation name out of a log and a human re-runs... | 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
You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model produced a code change for task `ts-formcodec`. 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
Need a bounded in-memory cache for the thumbnail service — we're currently using a plain map and it grows until the pod OOMs. Please build package lru (root of module go-lru-cache), generic, stdlib only. API: - New[K comparable, V any](capacity int, onEvict func(K, V)) (*Cache[K, V], error) — error on ... | 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 Mastermind ladder in the team channel and I keep losing, so I want a reference SOLVER I can study — not a scorer, a thing that cracks codes. PowerShell, one script `mmsolver.ps1`, run as `pwsh -NoProfile -File mmsolver.ps1 -Secret <code>`. Set-StrictMode-clean (Latest), ordinal string comparis... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Our wool co-op's broker toolkit just got pulled into the org-wide build, and the org build runs javac with -Xlint:all -Werror. The intake registry module now refuses to compile. It's old code from before we used generics properly, but it is CORRECT old code — the lot groupings, pen totals and the heavi... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
For the gateway abuse dashboard I need a per-client sliding-window hit counter, `ratewindow.py`, class SlidingWindow(window). No wall-clock reads anywhere — callers pass timestamps in, that's how we replay pcap logs deterministically. hit(key, at, count=1) records `count` units for that client at time ... | 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 — 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 the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model produced a code change for task `go-logtail`. 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... | 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 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. | 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
QA filed two tickets against the workboard app this morning and I can't see how either is possible. Both reproduce on a clean checkout — `python3 test_workboard.py` covers them. 1. Rename doesn't stick anywhere visible. PATCH /api/projects/1 with a new name returns 200 with the new name in the body, an... | 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
You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model (Fable) produced a code change for task `py-survey-engine` (language: python). INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — 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
Platform ticket. Our secret-rotation cron talks to Vault's KV v2 engine through a pile of hand-rolled curl in bash, and it burned us twice this quarter: once when two rotators raced (last write clobbered a fresher secret because nobody sends check-and-set), and once when someone 'deleted' a secret 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 (Fable) produced a code change for task `py-lru-eviction` (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. | 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
So I keep a couple hundred markdown notes in one flat folder, Obsidian-style, and I want to publish them as plain HTML I can rsync anywhere. I started writing this three times and always got lost in the backlink bookkeeping, so I'm handing it over. Deliverable is a compiler, `wikic.py`, with two subcom... | 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-idxplan`. 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... | 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 data-flow layer of our YAML workflow DSL and I need it rebuilt clean as steprunner.py in this repo. The sequencing/branching engine lives elsewhere — this module is ONLY about how data moves: input views, output reshaping, and the interpolation rules. Get those exactly right; they are the par... | 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 `java-salesforce-graphql-accounts` (language: java). INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — verify everything you... | 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 — 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 `py-hookrelay` (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
Platform ticket. Our secret-rotation cron talks to Vault's KV v2 engine through a pile of hand-rolled curl in bash, and it burned us twice this quarter: once when two rotators raced (last write clobbered a fresher secret because nobody sends check-and-set), and once when someone 'deleted' a secret and ... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
I want a replayable 2048 for our PowerShell brown-bag: no keyboard, no curses — the whole game is a transcript CLI so two runs with the same inputs are byte-identical and we can diff strategies. One script, `play2048.ps1`, invoked `pwsh -NoProfile -File play2048.ps1 -Moves <file> [-Seed <n>] [-Board <f... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Scheduler infra. We run two copies of the ingest scheduler and today they "coordinate" via a Redis SETNX hack that split-brained us twice last quarter. I want proper Kubernetes leader leases. The repo already has k8s_client.py — a small working ApiClient (bearer auth, JSON, get/create/replace lease cal... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
CMDB team here. Our asset-scanner ingest keeps making duplicate CIs because someone wrote it as raw POSTs to /api/now/table/cmdb_ci_linux_server. I've been told (and our ServiceNow admins confirmed) that external sources are supposed to go through the CMDB identification/reconciliation interface so the... | 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-scrub-pipeline` (language: python). INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — 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
# 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` — 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 `cpp-exprvisit`. 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. | 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-vault-approle-renew` (language: python). INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — verify everything yourself by... | 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-map-snapshot`. 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. | Frontier-Distill |
<|im_start|>user
Our battery lab's weekly fleet report is embarrassing us in two different ways and I need it sorted today. Background: battreport.py builds discharge reports from the rig logs; the analysis stack is pinned in environment.yml (those pins are what the rig code was validated against) and CI builds a local... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Ticket OUT-217, paddle-sports outfitter front desk. The desk console (OutfitterCli.Run — one command line in, printed text out) does receive/sell/stock today and the three stores run it as-is; OutfitterCliTests.cs pins that behavior and MUST keep passing untouched. What the stores are begging for is ph... | 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
CI platform request. Our artifact mirror flakes a few times a day and every team has invented its own retry loop around the uploader, each one differently wrong (one retries on EVERY failure including bad credentials — that one locked an account). I want the one blessed wrapper, checked in: `retry.sh`,... | 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 `java-sap-business-partner-odata` (language: java). INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — verify everything your... | 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-habit-streaks` (language: python). INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — 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 `go-protoseq`. 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
You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model (Fable) produced a code change for task `java-atlas-alert-pages` (language: java). INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — verify everything yourself by r... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
We bridge a handful of edge services into Kafka through the Confluent REST Proxy because they can't link a native client, and the shell-script producer we use today throws away per-record results - when half a batch fails we either re-send everything (duplicates) or nothing (data loss). I want a real G... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Bench stations keep going dark after a bad diagnostics pass. The hub says the device handle is still checked out, so every later pass on that device queues forever — we're power-cycling the hub daily now. Two symptoms, both out of withCapture in capture.ts: first, when the capture engine refuses to sta... | 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-vault-kv-cas` (language: go). INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — verify everything yourself by running 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 `rs-intervalset`. 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. | 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-cart-discounts` (language: python). INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — 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
Data-platform ticket. Our telemetry archiver pushes nightly rollup blobs to S3 with a single put_object call, and last night a 3.4 GB rollup timed out four times and the job gave up — we resend the whole object every time anything hiccups. I want a proper multipart uploader package, `s3mpu`, built on t... | 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
# 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
# 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
Scheduler infra. We run two copies of the ingest scheduler and today they "coordinate" via a Redis SETNX hack that split-brained us twice last quarter. I want proper Kubernetes leader leases. The repo already has k8s_client.py — a small working ApiClient (bearer auth, JSON, get/create/replace lease cal... | 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
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 — 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
Middleware-team ticket. Shipping an iflow to our SAP Cloud Integration tenant is currently: export zip, click through the Design UI, press Deploy, stare at the Monitor tab. Twice this quarter someone deployed an OLDER bundle over a hotfix because nothing checks what's already on the tenant. Build the d... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
I inherited the campground site-board branch from a contractor whose contract ended Friday, and it does not compile. This is the little module the front desk uses to track site registrations and rates. Running `java TestMain.java` gives me this: CampBoard.java:31: error: non-static variable parkName ca... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
The redaction scanner is timing out on production rule sets and it's now blocking the pipeline. Context: rs-multiscan (src/lib.rs) compiles a tenant's literal patterns into a PatternSet and find_all() reports every occurrence of every pattern in a document — overlaps included, ids by input index, order... | 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
You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model produced a code change for task `py-snowflake-sql-async`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — verify everything yourself by running commands and readi... | 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-nansort`. 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... | 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-relgate`. 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-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
The lot-sheet module for our auction floor stopped compiling after I untangled this morning's merge, and the compiler is gaslighting me. First error: LotSheet.java:74: error: reached end of file while parsing } ^ Line 74 is the last line of the file. It's a closing brace. It has been a closing brace si... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Someone on the dairy-floor tooling rotation tidied our telemetry header last sprint and now nothing that includes it builds. g++ in C++20 mode says, among a great deal else: vatstats.h:18:5: error: need 'typename' before 'C::const_iterator' because 'C' is a dependent scope vatstats.h:58:47: error: temp... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
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