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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.
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<|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.
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<|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€” ...
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<|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.
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<|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.
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<|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.
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<|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...
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<|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...
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<|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.
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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.
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<|im_start|>user Ingest-platform ticket. Our camera-frame pipeline pulls from Pub/Sub with a hand-rolled loop somebody wrote years ago: it acks every message the moment it arrives (so a crashed decoder silently eats frames), it has no flow control (a backlog OOMs the worker), long decodes blow past the ack deadline and...
You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively.
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<|im_start|>user 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.
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<|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.
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<|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.
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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-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...
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<|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.
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<|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.
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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 `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.
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<|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...
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<|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...
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<|im_start|>user For today’s 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.
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<|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.
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<|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.
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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.
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<|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.
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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 `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.
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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-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.
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<|im_start|>user Draft a two-line thank-you note for the donated seedlings and sign it β€˜Mira’ 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.
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<|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.
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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 `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.
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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 `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.
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<|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.
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<|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.
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<|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.
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<|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.
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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 `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.
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<|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.
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<|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.
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<|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.
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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-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.
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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-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.
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<|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.
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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 `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.
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<|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.
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<|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.
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<|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.
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<|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.
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<|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.
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<|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.
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<|im_start|>user Platform-eng ticket. Our CMDB sync pulls the New Relic entity inventory with a shell script that curls NerdGraph once, takes the first 200 entities, and calls it a day 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.
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<|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.
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<|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.
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<|im_start|>user Show me the active trips at my saved destination. I’m checking the entry for β€œMontrΓ©al Archive Visit” 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.
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<|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.
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<|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.
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<|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.
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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-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.
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<|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.
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<|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.
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<|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.
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<|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.
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<|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.
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<|im_start|>user Ingest-platform ticket. Our camera-frame pipeline pulls from Pub/Sub with a hand-rolled loop somebody wrote years ago: it acks every message the moment it arrives (so a crashed decoder silently eats frames), it has no flow control (a backlog OOMs the worker), long decodes blow past the ack deadline and...
You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively.
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<|im_start|>user 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.
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<|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.
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<|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.
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<|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.
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<|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.
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<|im_start|>user Ops request from the VMware platform team. Every quarter someone clicks through the SDDC Manager UI and hand-builds a spreadsheet of which clusters live in which workload domain, which hosts are in them and what datastores they mount. I want that replaced with a PowerShell module, VcfInventory.psm1, th...
You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively.
Frontier-Distill
<|im_start|>user You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model (Fable) produced a code change for task `py-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.
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<|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 β€œBoardroom Hybrid Setup” 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