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Show HN: Verification-first workflow plugin for Claude Code

https://github.com/doodledood/manifest-dev
1•doodledood•1h ago
I built a set of open-source Claude Code plugins that add a structured define → execute → verify loop to agentic coding workflows.

*The problem*: Claude Code is capable, but on non-trivial tasks the default workflow is iterative — you prompt, review output, correct, re-prompt. Each cycle costs time and tokens, and the failure mode is accepting "looks right" code that breaks in edge cases you didn't think to check.

*What this does*: You run two commands:

- `/define` — Converts a task description into concrete acceptance criteria and invariants before any code is written. The agent explores the codebase, identifies constraints, and produces a manifest of what "done" means. - `/do` — Executes against the manifest, tracking progress per criterion. Verification runs automatically at the end — each acceptance criterion is checked as a separate pass/fail gate. If something fails, it fixes and re-verifies before declaring done.

That's it. Define what you want, then execute. The verification loop is built in.

*How it differs from Plan mode*: Claude Code's built-in Plan mode lets you review a plan before execution. But the plan is unstructured text — there's no formal criteria, no verification after execution, and no way to know if the output actually matches what you planned. This adds structured acceptance criteria that get verified automatically, so "done" means "all criteria passed," not "the agent stopped."

*How it differs from manual prompting*: Writing good prompts helps. But prompts describe intent — they don't verify outcomes. This separates the "what do I want" step from the "did I get it" step, with explicit checks for each.

Built with Claude Code's plugin system (agents, skills, hooks). No external dependencies.

Structural unemployment and the $5.5T data infrastructure bottleneck

1•y2236li•1m ago•0 comments

BusinessWeek Cover – Software Made Simple – and Article – September 30, 1991

https://archive.org/details/businessweek-software-made-simple-reprint-for-next-computer-september...
1•tzury•1m ago•0 comments

Silver: A story of converging supply crises

https://thehonestsorcerer.substack.com/p/silver-a-story-of-converging-supply
1•OgsyedIE•1m ago•0 comments

Five disciplines discovered the same math independently – none of them knew

https://freethemath.org
1•energyscholar•2m ago•1 comments

What Bleeds Through

https://futurisold.github.io/2026-02-08-what-bleeds-through/
1•futurisold•5m ago•0 comments

On Recursive Self-Improvement

https://www.hyperdimensional.co/p/on-recursive-self-improvement-part
1•gmays•7m ago•0 comments

Computing Large Fibonacci Numbers

https://www.johndcook.com/blog/2026/02/08/computing-large-fibonacci-numbers/
1•tzury•8m ago•0 comments

Spying Chrome Extensions: 287 Extensions spying on 37M users

https://qcontinuum.substack.com/p/spying-chrome-extensions-287-extensions-495
1•Y2lzY28•8m ago•0 comments

Synthesizer Cartridge for the Atari 2600

https://www.qotile.net/synth.html
1•harel•9m ago•0 comments

Noam Chomsky's wife responds to Epstein controversy

https://www.aaronmate.net/p/noam-chomskys-wife-responds-to-epstein
2•Red_Tarsius•10m ago•0 comments

Show HN: I analyzed 6 years of Hacker News data and here's what I found

https://app.hex.tech/%22https://app.hex.tech/virtual-hackathon/app/Hacker-News-Demystified-032DXk...
1•Tusharmagar•12m ago•0 comments

voxmlx: MLX implementation of Mistral's Voxtral mini realtime speech recognition

https://twitter.com/awnihannun/status/2020516998019760142
1•tosh•12m ago•0 comments

Thermal modeling revealed a 48-hour anomaly that repeats every spring

https://www.bassfinity.com/blog/ice-out-bass-feeding-frenzy
1•jequals5•14m ago•0 comments

JWST Spots Unexpected Abundance of Organic Molecules in Nearby Galaxy

https://www.discovermagazine.com/jwst-spots-unexpected-abundance-of-organic-molecules-in-nearby-u...
2•Brajeshwar•17m ago•0 comments

Everyone should play more games offline – Gabriel Cornish

https://gabrielcornish.com/everyone-should-play-more-games-offline/
1•el3ctron•18m ago•0 comments

Psychedelics may rewire the brain to treat PTSD

https://www.livescience.com/health/mind/psychedelics-may-rewire-the-brain-to-treat-ptsd-scientist...
1•Brajeshwar•18m ago•0 comments

Do Markets Believe in Transformative AI?

https://marginalrevolution.com/marginalrevolution/2025/09/do-markets-believe-in-transformative-ai...
2•surprisetalk•18m ago•0 comments

Digital Signals Theory

https://brianmcfee.net/dstbook-site/content/intro.html
1•surprisetalk•18m ago•0 comments

Put Your Reputation on the Deadline (2023)

https://taylor.town/reputation-deadline
1•surprisetalk•19m ago•0 comments

Wolbachia bacteria could help us tackle neglected tropical diseases

https://ourworldindata.org/wolbachia-neglected-tropical-diseases
1•surprisetalk•19m ago•0 comments

Show HN: GameSquares.live – Free, Open Source Super Bowl Squares

https://www.gamesquares.live/
2•johnpolacek•19m ago•0 comments

C and Undefined Behaviour

https://www.lelanthran.com/chap14/content.html
2•lelanthran•20m ago•0 comments

Russian cyborg pigeon drones begin real-world testing phases, sparking concern

https://www.jpost.com/international/article-885718
2•ben_w•21m ago•1 comments

Advanced Aerial Robotics Made Simple

https://www.drehmflight.com
1•jacquesm•21m ago•0 comments

Show HN: Perfmon – quick way to find the Linux stats in one place

https://github.com/sumant1122/Perfmon
1•paperplaneflyr•26m ago•0 comments

Drones Prohibited Flying Within 3000' of DHS

https://tfr.faa.gov/tfr3/?page=detail_6_4375
2•dweekly•26m ago•2 comments

God, Gold and GPUs

https://yaroslavvb.substack.com/p/god-gold-and-gpus
1•yaroslavvb•28m ago•1 comments

Noobs can make SaaS motion videos – New tool

https://wevi.ai/
1•EvanLandau•29m ago•1 comments

Show HN: Brandlint – AI reviewer that catches off-brand copy in PRs

https://brandlint.com
3•tonychx•32m ago•1 comments

The Silent Killer of Math Ability – and the Cure

https://twitter.com/justinskycak/status/2015195345731441054
1•JustinSkycak•34m ago•0 comments