High-quality tasks, built by people who know the craft.

A plain-English guide for Project Terminus — Harbor, Claude skills, and the Snorkel loop — even if words like Docker and GitHub are new.

Harbor locally · Snorkel evaluation · Syncrope / Project Terminus

Ask AI →

Eight guides for shipping accepted tasks.

Each page is authored for new hires — graded against the same craft rules reviewers use.

From idea to accepted.

How a task moves from idea → accepted

Read in order. Loops mean go back and fix. Step 08 is done.

See skills
01

Pick a track

Your lead assigns the kind of reasoning (optmodel, datalake, vulns…).

02

Discover ideas

Type /<track>-discover — get 3 ideas. Pick the one with the best trap.

03

Research

/<track>-research turns one idea into a Go / No-Go plan.

04

Convert

/<track>-convert builds the real task folder (Docker, oracle, tests).

05

Validate locally

oracle = 1 · nop = 0 · ruff clean · /local-checks · /human-review

06

Upload to Snorkel

/snorkel-zip → upload ZIP in the web UI → wait for AI eval.

07

Read & revise

Too easy? Harden. Unsolvable? Add fair disclosure. Re-upload same ID.

08

Accepted

HARD (or MEDIUM), Solvable, ≤5/10 passes, reviewer OK → stop.

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