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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 `ts-report-columns`. 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 `go-snowflake-partition-results` (language: go). INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review β 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
We keep re-implementing 'filter this JSON dump and sum by region' in every internal tool, so I want a tiny in-memory relational engine we can share. TypeScript, node only, no npm. The tests import db.ts and query.ts; split the internals (predicates, aggregates, join logic...) however you like. db.ts β ... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Streaming platform team. Every release train we promote event schemas to the shared Schema Registry by hand with curl, and last month someone force-registered an incompatible orders schema and broke three consumers. I want a proper release-gate client in this repo. It talks to the registry's REST API d... | 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
Feature ticket for our Java ontap-checker tool. Today the tool only does a cluster probe (ClusterProbe -> GET /api/cluster) and that part works fine β keep it working. What ops actually asked for is a 'who am I really' check: since ONTAP 9.19.1 there's a proper whoami endpoint that tells you the userna... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Ticket: habit tracker CLI for the team wellness pilot. Stdlib only, python 3.12. I want three modules at minimum -- `cli.py` (argument parsing / commands), `habits.py` (streak math, pure functions, no file IO), `store.py` (JSON persistence) -- split further if you like, but those three names are load-b... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
I look after the layout engine of a small quilting-design tool, and our compiler-warning bump (we added -Wdeprecated-copy-dtor to the usual -Wall -Wextra -Werror) has the build failing all over the place. The layout math is right β mirroring, palette counts, the dominant-code report all match the refer... | 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
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
You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model produced a code change for task `bash-fixedw`. 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
# 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
Ops ticket from the podcast production crew, priority up there because we nearly lost session audio. offload.sh is the little tool that pulls a field-recorder card into the session vault and writes index.txt. It worked fine for months β then the new recorder arrived, and it names clips like `AMBI 0004 ... | 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 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
Platform team switched our CI over to a stricter gate this sprint β `bash run_verify.sh`, which runs gofmt and go vet before the tests get a chance β and the hostel bunk-board package now fails it with a screenful of vet complaints. It's not just lint noise either, the thing is visibly misbehaving on 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 (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
You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model produced a code change for task `bash-fixedw`. 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
I merged the spring-cleanup branch into the car-share settlement package on Friday and CI has been red since. The gate is `bash run_verify.sh` and it doesn't even reach the tests β it stops at the formatting check, and if you get past that by hand go vet has an opinion too. Worse, the behavior regresse... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
I picked up the tool-lending-shed ledger crate from a volunteer who moved away, and cargo won't have it. Six errors, four different flavours β here's the headline of each (the full output with all the compiler's suggestions is enormous): error[E0106]: missing lifetime specifier --> src/lib.rs:53:40 (pu... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
For todayβs train booking only, use the quiet coach. Do not save this choice or change my lasting travel preferences.<|im_end|>
<|im_start|>assistant
Understood β I'll apply the quiet coach for today's booking only, treating it as a one-time, session-scoped choice.
No memory tools are needed here: sin... | 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
Platform team ticket. Our CI promotion gate is a pile of `kubectl get job -w | grep` shell glue and it misses failures whenever the apiserver rolls and the watch dies. I want a small dependable Go package, `jobwatch`, that speaks the real Kubernetes list+watch protocol itself β stdlib only, no client-g... | 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
Our county birding club runs a little merge tool for the weekly sighting roundup β spotters send in reports, and the log is supposed to collapse duplicate reports of the same sighting (same species code, same site, same date; the spotter is just attribution). It has stopped collapsing anything. This we... | 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 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 `ts-formfield`. 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
Draft a two-line thank-you note for the donated seedlings and sign it βMiraβ this one time. Do not remember that signature for future messages.<|im_end|>
<|im_start|>assistant
Here's your thank-you note:
*Thank you so much for the generous gift of seedlings β they've already found a sunny home in the ... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
The nightly inventory sheet is coming out mangled and warehouse ops keeps printing it anyway, which is how I ended up with a laminated piece of garbage on my desk this morning. The header and the dashed rule line print fine, but every DATA row is a mess: the part number column runs straight into the de... | 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-offload`. 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 `bash-flockq`. 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 `py-trie-suggest` (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
# 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
I want a replayable 2048 for our PowerShell brown-bag: no keyboard, no curses β 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
# 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-orderfsm`. 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-syncdelta`. 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 (Fable) produced a code change for task `py-dynatrace-environment-pages` (language: python). INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review β 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
BILL-207 regression, customer-visible. A subscriber anchored on the 15th renewed Jan 15 -> Feb 14 -> Mar 16 β the contract says monthly renewals stay on the anchor day-of-month, clamping to the last day only when the next month is shorter (Jan 31 -> Feb 28, or Feb 29 in a leap year). Annual is off too:... | 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-bookmark-vault` (language: python). 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 `ts-checkout-session`. 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 ... | 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-bulkship`. 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
Billing QA bounced the June dry run of our meter-usage ETL (this directory) and I spent yesterday cross-checking raw exports by hand, so I can describe exactly what comes out wrong β just not why. First, any meter that needed archive backfill is absurd. hx-201's June 3rd line claims a few thousand kWh ... | 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-dotlink`. 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 (Fable) produced a code change for task `go-shift-window` (language: go). INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review β 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 `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
# 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
Tech-debt window finally opened, so here is the ticket I have been sitting on for a year. depotops.ps1 is the spare-parts depot toolbox: CSV loading, row validation, ordinal sorting, and three commands (report / shortfall / audit) all tangled into one ~300-line script. It works, and the crew runs it ev... | 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-usage-sessions` (language: python). 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 (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 β 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
probefeed.ps1 folds the synthetic-probe result drops (one small JSON file per probe run, dropped into a spool directory) into our NDJSON ledger. It is dumb on purpose and that has bitten us: every run folds EVERYTHING in the spool, so the cron rerun after the disk-full incident appended the whole morni... | 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 β 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
# 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-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
Workplace ops at Northline. Facilities wants a weekly dump of every booking on the yard-coordinator's calendar so they can reconcile room usage, and the intern script we have now is a disaster: it hits /events (so recurring standups show up ONCE instead of per-day), it hand-assembles page-2 URLs by re-... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Show me the active trips at my saved destination. Iβm checking the entry for βMontrΓ©al Archive Visitβ 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 preferences to get yo... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
I need the shift-brief renderer rebuilt. The prototype somebody left us in the ops repo worked on the demo log and then fell over on the first real one: on yesterday's 500k-line collector log it sat at 100% CPU until we killed it around the 20-minute mark. I read it before deleting it β it built the wh... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
I want make's good ideas without make. Build `runner.py`: `python3 runner.py --file build.json [--dry-run] TARGET`. The taskfile is JSON: {"tasks": {"name": {"cmd": [argv...], "deps": [...], "inputs": [...], "outputs": [...]}}} β deps/inputs/outputs optional, cmd is an argv list executed WITHOUT a shel... | 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
You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model (Fable) produced a code change for task `py-meraki-device-status` (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 produced a code change for task `ts-object-key-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 ... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Add a candidate to the Research pipeline for 2026-09-07. I left out the candidate's name.<|im_end|>
<|im_start|>assistant
No tool call is needed here β and I shouldn't make one. The `recruiting_create` tool requires a candidate **name**, which was left out of your request. Rather than guessing or invok... | 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-progress-bars` (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
Berth desk escalation, Harwick bulk terminal. Two separate complaints from the booking agents this week; both reproduce on a clean checkout with `java TestMain.java` (that file is the acceptance bar and is read-only). 1) The availability board stops tracking a stay the moment its departure is amended. ... | 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 (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 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
Trade-billing incident, steel service center. Three separate complaints landed on the desk this week, all against the invoicing service in this directory, and month-end close is stuck behind them. I've hand-checked every number below against the paper agreements with a calculator, so trust the arithmet... | 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
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
Incident review keeps eating half a day because the evidence for one user session is smeared across three log shapes: the edge gateways write plain text lines, the app tier writes key=value lines, and the identity service exports CSV. I want one tool, loglens.ps1 in the repo root, that ingests a whole ... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
The replication pager has lost the on-call team's trust in one week. Tuesday 06:10 it paged '!!' for a replica at 31 seconds of lag β the limit is 300. During the actual incident last Thursday, replica-b sat at 1200 seconds and the report showed it as 'ok'. And the 'worst first' ordering is scrambled: ... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Recruiting caught two embarrassments in the offer-letter tooling and I need them gone before Friday's batch. One: merged letters still contain raw {{candidate}} and {{salary}} tokens β but only the later mentions; the greeting comes out fine, then the signature block literally says "Welcome aboard, {{c... | 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
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-cancel-pool` (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
The packing-slip service is having a bad week and I've collected three complaints, all pointing at the same little package. One: the printed slips show every product name wrapped in quotes, and the 12-inch cedar planter comes out as Cedar Planter 12\" β customers are asking what the backslash means. Tw... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Release-eng ticket. We moved to changeset files: every PR drops one `.txt` file into a pending/ directory, and at release time a tool compiles them into CHANGELOG.md and suggests the semver bump. The tool doesn't exist yet -- that's this ticket. Python 3.12, stdlib only. Required module names (`release... | 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-orderdesk` (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
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
# 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 ingest product feeds from three internal teams, and half of the malformed rows only blow up way downstream at render time. I want a proper validation layer at the boundary β pydantic v2 models in a new models.py β so a bad feed dies at import with a readable report instead. test_models.py is the con... | 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
I run the counter software for our print shop and something has gone properly sideways since the front-counter machine got rebuilt last month. Same build of the app, same rate sheet file (it diffs clean against the backup), but the quotes it prints are absurd β a 250-sheet gloss A3 run that has been ~1... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|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
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
You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model produced a code change for task `py-stmt-reconcile`. 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
# 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
Ticket: internal notes service, stdlib only. We embed this in an appliance image, so no Flask, no FastAPI, no pip anything -- `http.server` is fine. Entry point is `server.py`: python3 server.py --db notes.json --port 0 Bind 127.0.0.1 only (never 0.0.0.0). `--port 0` means the OS picks a free port; wha... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
We ingest product feeds from three internal teams, and half of the malformed rows only blow up way downstream at render time. I want a proper validation layer at the boundary β pydantic v2 models in a new models.py β so a bad feed dies at import with a readable report instead. test_models.py is the con... | 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-stmt-reconcile`. 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
# 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 `ts-foreach-race` (language: ts). INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review β 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
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 `go-syncdelta`. 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
Since ops rolled `-W error` out to the weighbridge boxes, the quarry shift-log archiver fails its gate (`python3 -W error test_quarrylog.py`), and the site daemon's journal has been filling up with `Exception ignored in: ...` lines ending in `ResourceWarning: unclosed file` β plus at least one about an... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Need a schema-migration runner for the JSON config docs our edge nodes carry. Same idea as golang-migrate but the 'database' is a JSON document on disk and migrations are pure data (ops, not code) so they can be shipped and audited. Plain node + TypeScript, no deps. Everything operates on the current 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 `ts-reportcard`. 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-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 facilities request βBoardroom Hybrid Setupβ for 2026-08-16. It could be assigned to Building B or Annex C, and I have not chosen between them. The building matters, so do not guess or use my saved default.<|im_end|>
<|im_start|>assistant
I can't create this request yet because the loc... | 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-upload-sniff` (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 |
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