night-market-research-frontier SKILL.md skillA

night-market-research-frontier from athola/claude-night-market is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add athola/claude-night-market/night-market-research-frontier@git:20260826.3466862

Pins git:20260826.3466862 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
athola/claude-night-market
Path
.claude/skills/night-market-research-frontier/SKILL.md
Versions recorded
4
Latest version
git:20260826.3466862, committed Aug 26, 2026
First version recorded
Jul 3, 2026
Size
23,059 bytes
Repository stars
348
License
MIT

Map open problems where this repo can advance SOTA. Use when scoping research. Do not use to run the campaign; use night-market-completion-integrity-campaign.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Night Market Research Frontier

This file lists the open problems where this repository holds assets
that the published state of the art does not. SOTA (state of the art)
here means the best result shipped or published anywhere, not the best
result in this repo. Every entry is a candidate. Nothing below is a
claimed capability, and citing this file as evidence that a capability
exists is an error.

Read this skill when choosing what research bet to place next, when
framing an experiment, or when someone asks "what could this project
contribute beyond itself?"

## Ground rules

Follow these before starting any problem below.

- Everything here stays labeled open or candidate until it clears the
  repo evidence bar: one mechanism must explain all observations
  including negatives, the hypothesis must predict numbers before the
  run, and the generator is never its own judge. The pipeline from
  hunch to accepted result is night-market-research-methodology.
- Experiments are changes. They go through the same gates as any other
  change (night-market-change-control). This skill authorizes no
  shortcuts.
- When a problem produces an accepted result, write the dated synthesis
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add athola/claude-night-market/night-market-research-frontier@sha256:d5201cdd76c9558b

The line at the top of this page pins the label git:20260826.3466862, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_zuftgt7pu4knozkv.svg)](https://markdownregistry.com/a/art_zuftgt7pu4knozkv)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 4 versions of this file, between Jul 3, 2026 and Aug 26, 2026, about one every 18 days.

versioncommittedcommitsizeaudit
git:20260826.3466862 latest2026-08-26 3466862 23,059 BA view · diff
git:20260823.747de8b2026-08-23 747de8b 21,434 BA view · diff
git:20260727.85e23702026-07-27 85e2370 18,125 BA view · diff
git:20260703.19ab4d62026-07-03 19ab4d6 18,223 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (23059 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

athola/claude-night-market · 348 stars · license MIT · pushed 2026-11-05 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_zuftgt7pu4knozkv
GET https://markdownregistry.com/api/v1/resolve?ref=athola/claude-night-market/night-market-research-frontier
GET https://markdownregistry.com/api/v1/blob/d5201cdd76c9558b9687247f361e49f7a8fa774941b0565312352086c2d1eaaf

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from athola/claude-night-market

claude-code-plugin-reference SKILL.md skill
athola/claude-night-market · .claude/skills/claude-code-plugin-reference/SKILL.md · Explain plugin, skill, command, agent, and hook mechanics used here. Use when authoring or debugging plugins. Do not…
git:20261005.d8ad765 · audit A · 348 stars
night-market-architecture-contract SKILL.md skill
athola/claude-night-market · .claude/skills/night-market-architecture-contract/SKILL.md · States load-bearing decisions, invariants, and weak points. Use when judging a design change. Do not use for gating…
git:20260826.3466862 · audit A · 348 stars
night-market-build-and-env SKILL.md skill
athola/claude-night-market · .claude/skills/night-market-build-and-env/SKILL.md · Rebuild the dev environment: uv, Python tiers, pins, traps. Use when onboarding or toolchain breaks. Do not use for…
git:20260903.255430d · audit A · 348 stars
night-market-change-control SKILL.md skill
athola/claude-night-market · .claude/skills/night-market-change-control/SKILL.md · Classify, gate, and review changes. Use when landing a PR, releasing, or amending rules. Do not use for failure triage…
git:20260703.19ab4d6 · audit A · 348 stars
night-market-collective-memory SKILL.md skill
athola/claude-night-market · .claude/skills/night-market-collective-memory/SKILL.md · Search and record project memory (Discussions, journal, ADRs). Use before re-investigating anything. Do not use for…
git:20260703.19ab4d6 · audit A · 348 stars
night-market-completion-integrity-campaign SKILL.md skill
athola/claude-night-market · .claude/skills/night-market-completion-integrity-campaign/SKILL.md · Bind loop 'done' to unfakeable gates. Use to harden egregore/herald loops or promote completion_integrity. Not for QA…
git:20261005.fe60b22 · audit A · 348 stars
night-market-config-catalog SKILL.md skill
athola/claude-night-market · .claude/skills/night-market-config-catalog/SKILL.md · Catalog every config axis, its defaults and guards. Use when adding or auditing configuration. Do not use for running…
git:20261014.ccfbdae · audit A · 348 stars
night-market-debugging-playbook SKILL.md skill
athola/claude-night-market · .claude/skills/night-market-debugging-playbook/SKILL.md · Triage night-market failures by symptom (hooks, CI, tests). Use when a check fails unexpectedly. Do not use for routine…
git:20260703.19ab4d6 · audit A · 348 stars
night-market-diagnostics-toolkit SKILL.md skill
athola/claude-night-market · .claude/skills/night-market-diagnostics-toolkit/SKILL.md · Run and interpret repo diagnostic scripts (ratchets, validators, token stats). Use when measuring health. Do not use to…
git:20261005.4c9e340 · audit A · 348 stars
night-market-docs-and-writing SKILL.md skill
athola/claude-night-market · .claude/skills/night-market-docs-and-writing/SKILL.md · Maintain docs of record, ADRs, changelog, and house style. Use when writing repo docs. Do not use for release steps…
git:20260902.b3bb3ff · audit A · 348 stars
night-market-failure-archaeology SKILL.md skill
athola/claude-night-market · .claude/skills/night-market-failure-archaeology/SKILL.md · Chronicles settled battles, reverts, and dead ends. Use when a fix echoes a past failure. Do not use for live triage…
git:20260703.19ab4d6 · audit A · 348 stars
night-market-model-and-harness-updates SKILL.md skill
athola/claude-night-market · .claude/skills/night-market-model-and-harness-updates/SKILL.md · Sweep plugins, skills, agents, commands, and hooks after a model release or Claude Code version bump. Use when upstream…
git:20260814.0f2ecb7 · audit A · 348 stars

Every file in athola/claude-night-market

Browse by kind, by grade A, or by owner.