ingest SKILL.md skillA

ingest from ariaxhan/kernel-claude is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add ariaxhan/kernel-claude/ingest@git:20260910.3c9303c

Pins git:20260910.3c9303c in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
ariaxhan/kernel-claude
Path
skills/ingest/SKILL.md
Versions recorded
6
Latest version
git:20260910.3c9303c, committed Sep 10, 2026
First version recorded
Jul 11, 2026
Size
12,185 bytes
Repository stars
14
License
MIT

Entry point for new or resumed work. Researches and scopes new tasks; validates and resumes handoff/checkpoint manifests. Triggers: start, begin, do, implement, build, fix, create, resume, continue.

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

<skill id="ingest">

<purpose>
Unified entry for new and resumed work.
New task:  READ → CLASSIFY → RESEARCH → SCOPE → TESTS → EXECUTE → LEARN (human confirms each phase).
Resume:    DISCOVER → VALIDATE → DIVERGENCE → COMPILE (bounded context + receipt) → RESUME AT PHASE.
For autonomous loop: /kernel:forge

Authority order (highest wins) — a manifest is a map, not the territory:
1. live verified repository state
2. explicit current user instruction
3. handoff or checkpoint manifest
4. chronicle
5. inferred conversation history
</purpose>

<skill_load>
always: skills/debug/SKILL.md
on_classify:
  bug:      skills/debug/SKILL.md
  feature:  skills/build/SKILL.md, skills/architecture/SKILL.md
  refactor: skills/architecture/SKILL.md
  review:   skills/review/SKILL.md
on_domain:
  frontend: skills/frontend/SKILL.md
  app:      skills/app-dev/SKILL.md
on_tier:
  2+:       skills/orchestration/SKILL.md
reference: skills/build/reference/build-research.md
</skill_load>

<on_start>
```bash
agentdb read-start
ls _meta/research/  # check prior work
```

Load /kernel:quality, /kernel:testing, /kernel:git immediately.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add ariaxhan/kernel-claude/ingest@sha256:8df4ad69cb821ef8

The line at the top of this page pins the label git:20260910.3c9303c, 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_nsze6el7xzyachv6.svg)](https://markdownregistry.com/a/art_nsze6el7xzyachv6)

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

Versions

The registry has recorded 6 versions of this file, between Jul 11, 2026 and Sep 10, 2026, about one every 12 days.

versioncommittedcommitsizeaudit
git:20260910.3c9303c latest2026-09-10 3c9303c 12,185 BA view · diff
git:20260829.68271442026-08-29 6827144 12,188 BA view · diff
git:20260828.e3ca5142026-08-28 e3ca514 12,178 BA view · diff
git:20260807.dd99e7d2026-08-07 dd99e7d 12,295 BA view · diff
git:20260715.4dfb39c2026-07-15 4dfb39c 11,836 BA view · diff
git:20260711.27e8b722026-07-11 27e8b72 11,887 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 (12185 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

ariaxhan/kernel-claude · 14 stars · license MIT · pushed 2026-10-19 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_nsze6el7xzyachv6
GET https://markdownregistry.com/api/v1/resolve?ref=ariaxhan/kernel-claude/ingest
GET https://markdownregistry.com/api/v1/blob/8df4ad69cb821ef8d0dfb1c5ade7963a62b8c012c943c43d99ebc73181447bcd

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 ariaxhan/kernel-claude

AGENTS.md AGENTS.md file
ariaxhan/kernel-claude · AGENTS.md
git:20260914.b467c9d · audit A · 14 stars
CLAUDE.md CLAUDE.md file
ariaxhan/kernel-claude · CLAUDE.md
git:20260914.b467c9d · audit A · 14 stars
llms.txt llms.txt file
ariaxhan/kernel-claude · llms.txt
git:20260912.482f2bc · audit A · 14 stars
app-dev SKILL.md skill
ariaxhan/kernel-claude · skills/app-dev/SKILL.md · Mobile/web build pipeline: fastlane-first local builds, store submission, pre-submission checklists. Triggers: app…
git:20261009.c548e54 · audit A · 14 stars
architecture SKILL.md skill
ariaxhan/kernel-claude · skills/architecture/SKILL.md · Modular design, interface stability, dependency management, AI-code health. Triggers: architecture, design, structure…
git:20260910.20bff72 · audit A · 14 stars
checkpoint SKILL.md skill
ariaxhan/kernel-claude · skills/checkpoint/SKILL.md · Save bounded progress as kernel.checkpoint/v1 for exact resume after reset. Triggers: checkpoint, save progress…
git:20260828.e3ca514 · audit A · 14 stars
context-mgmt SKILL.md skill
ariaxhan/kernel-claude · skills/context-mgmt/SKILL.md · Context engineering: compaction, progressive disclosure, structured notes via AgentDB. Triggers: tokens, compaction…
git:20261019.4911d11 · audit A · 14 stars
debug SKILL.md skill
ariaxhan/kernel-claude · skills/debug/SKILL.md · Diagnosis before prescription: reproduce, hypothesize, isolate, fix root cause, add a regression test; refactor mode…
git:20260920.7955cbf · audit A · 14 stars
dream SKILL.md skill
ariaxhan/kernel-claude · skills/dream/SKILL.md · Deep creative exploration engine. Competing perspectives, stress-tested by a 4-persona council, scored by integrity…
git:20260829.6827144 · audit A · 14 stars
eval SKILL.md skill
ariaxhan/kernel-claude · skills/eval/SKILL.md · Eval-Driven Development (EDD) for AI workflows. pass@k metrics, capability evals, regression evals. Triggers: eval…
git:20261017.fd085ca · audit A · 14 stars
experiment SKILL.md skill
ariaxhan/kernel-claude · skills/experiment/SKILL.md · Rules as hypotheses: falsifiable tests, confidence updates, graduate or kill. Triggers: experiment, hypothesis, prove…
git:20260910.20bff72 · audit A · 14 stars
forge SKILL.md skill
ariaxhan/kernel-claude · skills/forge/SKILL.md · Autonomous development with experimental self-correction. Iterates through quality gates until antifragile or blocked.
git:20260829.6827144 · audit A · 14 stars

Every file in ariaxhan/kernel-claude

Other files named ingest

ingest SKILL.md skill
garrytan/gbrain · skills/ingest/SKILL.md · Route content to specialized ingestion skills. Detects input type and delegates.
git:20261004.739e5cc · audit A · 31,074 stars
ingest SKILL.md skill
garrytan/gbrain · plugin/skills/ingest/SKILL.md · Route content to specialized ingestion skills. Detects input type and delegates.
git:20261008.8afb109 · audit A · 31,074 stars
ingest SKILL.md skill
garrytan/gbrain · plugin-variants/gbrain-daily/skills/ingest/SKILL.md · Route content to specialized ingestion skills. Detects input type and delegates.
git:20261008.8afb109 · audit A · 31,074 stars
ingest SKILL.md skill
garrytan/gbrain · plugin-variants/gbrain-coding/skills/ingest/SKILL.md · Route content to specialized ingestion skills. Detects input type and delegates.
git:20261008.8afb109 · audit A · 31,074 stars
ingest SKILL.md skill
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ingest SKILL.md skill
timharris707/skills · plugins/clickai-codex/skills/investigate/ingest/SKILL.md · For a media file or URL shared with a goal, transcription requests, or takeaways from a call, demo, playtest, or video…
git:20260906.a9317e0 · audit A · 44 stars
ingest SKILL.md skill
timharris707/skills · skills/investigate/ingest/SKILL.md · Turn a video, recording, voice memo, or media URL into an evidence packet of authoritative transcript, timestamped…
git:20260819.b5bf4cd · audit A · 44 stars
ingest SKILL.md skill
timharris707/skills · editions/codex/overrides/skills/investigate/ingest/SKILL.md · For a media file or URL shared with a goal, transcription requests, or takeaways from a call, demo, playtest, or video…
git:20260906.a9317e0 · audit A · 44 stars

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