karpathy-wiki-capture

Tinjau · 62
Diindeks di Registry

Capture-authoring protocol for the main agent. Read on demand when a TRIGGER fires (per `using-karpathy-wiki/SKILL.md`). Defines how to format a capture, how to invoke `bin/wiki capture`, body-size floors, and the subagent-report workflow.

Verified installs0
Star101
Versi1.0.0
Kualitas67/100 · Menjanjikan
Kepercayaan62/100 · Hanya sandbox
Audit77/100 · Perlu ditinjau

Profil aset

Riset dan pekerjaan pengetahuan

Deep research, source comparison, literature review, RAG, knowledge search, and reports.

Lihat kategori

Skenario

Agent riset

I need my agent to research a topic, compare sources, and produce a concise report.

Kecocokan Agent

Claude Code + CLI + Codex

Cocok untuk Codex, Claude Code, Cursor, CLI, atau Agent khusus.

Pasang

Siap

npx skills add toolboxmd/karpathy-wiki --skill karpathy-wiki-capture

Pemeliharaan

Terkini

3 hari sejak push

Risiko

Perlu ditinjau

Permission surface may require sandboxing

Kualitas GitHub

101

67/100 Kualitas · 70/100 Kepercayaan

Tag cakupan

RisetAgent risetautomationagent-skill

Catatan ulasan

Permission surface may require sandboxing · The skill references internal commands (bin/wiki capture, wiki ingest-now, wiki tick) without explaining their availability or fallback behavior, which could cause confusion if the environment lacks them.

Kartu adopsi Agent

Kepercayaan, audit, dan kesiapan pemasangan dalam sekali lihat

Skor ini menggabungkan metadata repositori publik, sinyal ulasan OpenAgentSkill, kebaruan pemeliharaan, dan kesiapan pemasangan. Ini adalah sinyal shortlist, bukan pengganti peninjauan manusia.

Kualitas

Menjanjikan
67

Useful candidate, but compare it with alternatives before adopting.

Kepercayaan

Hanya sandbox
62

Kandidat berguna dengan sinyal kepercayaan yang kurang atau bercampur. Gunakan di ruang kerja terisolasi hingga loop hasil membuktikan kecocokan tugas.

Audit

Perlu ditinjau
77

Tinjauan yang dapat dibaca mesin tentang kesiapan pemasangan, metadata keamanan, pemeliharaan, dan risiko adopsi.

Trust Score OpenAgentSkill v5

Tinjauan manusia sebelum pemasangan

Jalankan hanya dalam sandbox dan bandingkan alternatif terdekat sebelum digunakan untuk kerja nyata.

CodexClaude CodeCursorOpenAgentSkill CLI

Star

101 star GitHub

Aktivitas repositori

101 star dan 24 fork

Pemeliharaan

3 hari sejak push

Lisensi

MIT

Pasang

npx skills add toolboxmd/karpathy-wiki --skill karpathy-wiki-capture

Keamanan pemasangan

Jalur pemasangan paket atau runtime standar

Cakupan izin

shell or command execution, filesystem or document access

Hasil Agent

Belum ada data hasil Agent

Dokumentasi

Konteks README/SKILL.md kuat

Ringkasan risiko

Tinjau sebelum produksi

  • The skill references internal commands (bin/wiki capture, wiki ingest-now, wiki tick) without explaining their availability or fallback behavior, which could cause confusion if the environment lacks them.
  • Quality score needs review
  • Permission surface needs review: shell or command execution, filesystem or document access
  • Stars/forks activity: 101 stars, 24 forks; issue activity unavailable in current metadata

Kesiapan pemasangan

Jalur pemasangan tersedia

  • Jalur pemasangan tersedia
  • Bukti repositori tersedia
  • Lisensi dinyatakan
  • Belum ada bukti hasil Agent-Proven

Metadata yang dapat dibaca Agent

Data keputusan yang dapat dibaca mesin untuk skill ini.

Gunakan blok ini atau JSON tersemat untuk memutuskan apakah Agent perlu memasang skill ini, memilih alternatif, atau meminta tinjauan manusia terlebih dahulu.

Buka JSON

Tugas yang sesuai

  • Alur kerja Agent riset
  • Tim Claude Code
  • builders willing to evaluate younger projects
  • Sumber pencarian

Agent yang sesuai

CodexClaude CodeCursorOpenAgentSkill CLICLI

Keputusan pemasangan

Perintah
npx skills add toolboxmd/karpathy-wiki --skill karpathy-wiki-capture
Kebijakan
Tinjau
Tinjauan manusia
Ya

Kepercayaan dan risiko

Kepercayaan
62/100
Audit
77/100
Tingkat risiko
Perlu ditinjau

Lingkar hasil

Endpoint
/api/agent/outcome
ID event
resolve
Hasil
5

Perintah pemasangan

npx skills add toolboxmd/karpathy-wiki --skill karpathy-wiki-capture

Jangan gunakan ketika

  • Tim yang membutuhkan SLA dengan dukungan vendor
  • production agents without a repository review
  • The skill references internal commands (bin/wiki capture, wiki ingest-now, wiki tick) without explaining their availability or fallback behavior, which could cause confusion if the environment lacks them.
  • Petunjuk izin berisiko tinggi: eksekusi shell atau perintah
  • Permission surface may require sandboxing

Keamanan Agent v2

45/100 · Hindari pemasangan otomatis

EksperimentalTinjau

Sparse or mixed signals. Useful for discovery, but not for autonomous installation.

Test manually in an isolated workspace and compare against safer alternatives.

Selesaikan via API

Tinggi

Eksekusi shell atau perintah

Metadata skill merujuk terminal, CLI, shell, subprocess, atau alur kerja eksekusi perintah.

Sedang

Akses jaringan

Skill kemungkinan mengambil halaman jarak jauh, API, repositori, atau layanan eksternal.

Sedang

Akses sistem file

Skill dapat membaca atau menulis file proyek, dokumen, artefak yang dihasilkan, atau status workspace lokal.

Sedang

Akses database

Skill dapat memeriksa skema, mengkueri database, atau bekerja dengan penyimpanan persisten.

  • Petunjuk izin berisiko tinggi: eksekusi shell atau perintah
  • Permission surface may require sandboxing

Target pemasangan

Pasang skill ini di alur Agent Anda

Gunakan endpoint publik untuk mengambil perintah, checklist keamanan, prompt target, dan tautan kanonis.

skill install

OpenAgentSkill CLI

Resolve policy, run the source installer safely, and report a verified install receipt.

$ npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz install toolboxmd-karpathy-wiki-capture

Rencana resolusi Agent

Biarkan Agent memverifikasi kecocokan sebelum memasang.

API Resolve mengembalikan skill utama, alternatif, kebijakan keamanan, catatan audit, target pemasangan, dan prompt siap pakai.

Buka rencana teks

Agent harus memeriksa

  • Task fit and alternatives from Resolve API.
  • Audit score, trust score, and safety policy warnings.
  • Install target compatibility for Codex, Claude Code, Cursor, or CLI.

Salin prompt

Task: Use karpathy-wiki-capture in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20karpathy-wiki-capture%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/toolboxmd-karpathy-wiki-capture/install
Install command: npx skills add toolboxmd/karpathy-wiki --skill karpathy-wiki-capture
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.

Serah-terima Agent

Berikan jalur pemasangan kepada Agent, bukan direktori lain.

Gunakan endpoint publik untuk mengambil perintah, checklist keamanan, prompt target, dan tautan kanonis.

Buka API pemasangan

Prompt Agent

Use karpathy-wiki-capture for this task. Review https://www.openagentskill.com/api/skills/toolboxmd-karpathy-wiki-capture/install, then install with: npx skills add toolboxmd/karpathy-wiki --skill karpathy-wiki-capture

Metadata Registry

Profil yang dapat dibaca Agent untuk pemilihan skill otomatis.

API Registry menyediakan sinyal keputusan, kepercayaan, audit, use case, dan pemasangan tanpa mengikis UI.

Buka Manifest

Kecocokan Agent

68/100

Agent riset

Platform

Claude Code

Laporan audit

Perlu ditinjau · 77/100

Tinjauan yang dapat dibaca mesin tentang kesiapan pemasangan, metadata keamanan, pemeliharaan, dan risiko adopsi.

Lihat laporan auditLihat laporan evaluasi

Panel keputusan Agent

Fallback candidate for Research agents

Prototype with this skill first; keep a fallback candidate ready.

68
Kesiapan
Prototipe
Tahap

Peran di stack

Kandidat cadangan

Kecocokan utama

Agent riset

Label kepercayaan

Buat prototipe dulu

Jalur pemasangan

Perintah siap

Gunakan saat

  • Alur kerja Agent riset
  • Tim Claude Code
  • builders willing to evaluate younger projects

Bukti

  • recent repository activity
  • install command or GitHub repo available
  • profil kualitas 67/100
  • 5 event interaksi OpenAgentSkill

tinjau dulu

  • The skill references internal commands (bin/wiki capture, wiki ingest-now, wiki tick) without explaining their availability or fallback behavior, which could cause confusion if the environment lacks them.

Jalur implementasi

  1. 1Pasang di Agent sandbox dan jalankan satu tugas Agent riset dari awal hingga akhir.
  2. 2Compare output quality, latency, and failure behavior against at least one alternative.
  3. 3Promote it into production only after reviewing repository permissions, license, and maintenance signals.

Profil kepercayaan

Hanya sandbox

Kandidat berguna dengan sinyal kepercayaan yang kurang atau bercampur. Gunakan di ruang kerja terisolasi hingga loop hasil membuktikan kecocokan tugas.

62
Trust Score OpenAgentSkill

Adopsi GitHub

Info

101 star GitHub

Aktivitas star/fork

Periksa

101 star dan 24 fork; aktivitas issue tidak tersedia dalam metadata saat ini

Pemeliharaan terbaru

Lulus

3 hari sejak push

Kejelasan lisensi

Lulus

MIT

Sinyal positif

  • Tinjauan AI disetujui
  • Jalur pemasangan tersedia
  • Bukti repositori tersedia
  • Repositori yang baru dipelihara
  • Perintah pemasangan tidak memiliki pola berisiko tinggi yang jelas
  • Loop hasil siap tetapi membutuhkan eksekusi Agent nyata pertama

Tinjau sebelum memasang

  • The skill references internal commands (bin/wiki capture, wiki ingest-now, wiki tick) without explaining their availability or fallback behavior, which could cause confusion if the environment lacks them.
  • Quality score needs review
  • Permission surface needs review: shell or command execution, filesystem or document access
  • Stars/forks activity: 101 stars, 24 forks; issue activity unavailable in current metadata
  • Permission surface: shell or command execution, filesystem or document access
  • Belum ada laporan hasil Agent nyata
  • Tinjauan manusia diperlukan sebelum pemasangan tanpa pengawasan

Tindakan yang disarankan

Jalankan hanya dalam sandbox dan bandingkan alternatif terdekat sebelum digunakan untuk kerja nyata.

Profil kualitas

Menjanjikan kandidat untuk alur kerja Agent

Useful candidate, but compare it with alternatives before adopting.

67
Star GitHub
101
Keterkinian
3 hari lalu
Siap dipasang
Ya
Lisensi
MIT
Tinjau sebelum memasang: The skill references internal commands (bin/wiki capture, wiki ingest-now, wiki tick) without explaining their availability or fallback behavior, which could cause confusion if the environment lacks them.

Kecocokan alur kerja

Gunakan skill ini pada skenario berikut

Kecocokan alur kerja

Tambahkan ke alur kerja lengkap

Daftar alternatif

Bandingkan sebelum memasang

Similar skills that may fit this task.

Bandingkan semua

Ringkasan

--- name: karpathy-wiki-capture description: | Capture-authoring protocol for the main agent. Read on demand when a TRIGGER fires (per `using-karpathy-wiki/SKILL.md`). Defines how to format a capture, how to invoke `bin/wiki capture`, body-size floors, and the subagent-report workflow. ---

# karpathy-wiki capture

You loaded this skill because a TRIGGER fired (per the loader). Your job is to write a capture file (or move a file into `inbox/` for raw-direct ingest), then return to the user's task.

## Single capture entry point

All chat-driven captures go through ONE command:

```bash echo "$BODY" | bin/wiki capture \ --title "<one-line title>" \ --kind chat-only \ --suggested-action create|update|augment ```

For chat-attached (a real file accompanies the conversation), pass the absolute path of that file via `--evidence-path`:

```bash echo "$BODY" | bin/wiki capture \ --title "<one-line title>" \ --kind chat-attached \ --suggested-action create|update|augment \ --evidence-path /absolute/path/to/source/file.ext ```

Or for long bodies:

```bash bin/wiki capture \ --title "<one-line title>" \ --kind chat-only \ --suggested-action create \ --body-file /tmp/body.md ```

`--evidence-path` is REQUIRED for `--kind chat-attached` and `--kind raw-direct`, REJECTED for `--kind chat-only`. The path lands verbatim in the capture's `evidence:` frontmatter and propagates to the manifest's `origin` field — the iron-rule contract that lets the ingester trace every wiki page back to its source.

`bin/wiki capture` handles wiki resolution (which wiki the capture goes to), prompts the user for setup if needed, writes every capture file, and asks the bounded dispatcher to drain the target queue. You do NOT write to `.wiki-pending/` directly or launch a provider yourself.

## Trigger

Triggers are listed in the loader (`using-karpathy-wiki/SKILL.md`). This skill assumes a trigger has fired and you're now writing.

## Capture file format

See `references/capture-schema.md` for the canonical frontmatter schema. Key fields you set when invoking `bin/wiki capture`:

- `--title`: one-line title (becomes filename slug + capture title). - `--kind`: `chat-only` (no file evidence) | `chat-attached` (file + conversation delta) | `raw-direct` (you do NOT write this; it's for drop-zone ingestion). - `--suggested-action`: `create` (new page) | `update` (replace existing) | `augment` (add to existing).

The body is read from stdin OR `--body-file <path>`.

## Body sufficiency

Per `references/capture-schema.md`:

| Kind | Floor | What goes in the body | |---|---|---| | `chat-only` | 1500 b | Every durable claim, exact details (URLs, version numbers, error messages), every decision-with-rationale, every gotcha, sources cited. | | `chat-attached` | 1000 b | The conversation-delta — what the conversation added that the file doesn't cover. The file is the bulk; you owe the delta in full. | | `raw-direct` | none | You don't write raw-direct bodies. The SessionStart hook or `wiki ingest-now` auto-generates them when a file appears in `inbox/`. |

A `chat-only` body must clear 1500 bytes with content, not filler. Required:

- Every durable CLAIM — fact, number, version, commit, percentage, decision. - Every CONCRETE DETAIL the ingester cannot guess — exact URLs, package names, error messages, command snippets, code examples (5-15 lines), numeric thresholds, version ranges. - Every DECISION made WITH its rationale — *"we chose X because Y failed on Z"* is a complete unit. *"we chose X"* alone is not. - Every CONTRADICTION, GOTCHA, OR CAVEAT observed. - SOURCES — doc URLs, arxiv IDs, GitHub repos with star counts as-of the session.

NOT in the body:

- Pleasantries, meta-commentary, "let me check", "good question". - Process over output: wrong turns, reasoning trail, "I thought X but then Y". Keep the resolution; drop the detour. - The user's questions verbatim — they're context, not content. Capture the ANSWER, not the question.

If the ingester rejects your capture (`needs_more_detail: true`), expand the re-queued body in place, remove both `needs_more_detail` and `needs_more_detail_reason` from frontmatter, and run `wiki tick <wiki> --source manual`. Marked captures remain durable but are not automatically retried. Do NOT ignore the rejection.

## Subagent reports — DO NOT write a capture body

When a research subagent returns a file with durable findings, the report IS the capture. Move the file to `<wiki>/inbox/`:

```bash mv <subagent-report-path> <wiki>/inbox/<basename> wiki ingest-now <wiki> # or wait for next SessionStart ```

`wiki ingest-now` triggers the same drift-scan + drain that SessionStart runs, but on demand. Use this when the user is still in the active session and wants the report ingested before they close the terminal.

Subagent-report bodies frequently exceed several KB; rewriting them as a `chat-only` capture body wastes tokens AND produces an inferior wiki page (the body summarizes what the file already says).

## Mode change

If the user asks to change the wiki mode for this directory:

```bash wiki use project # captures go to ./wiki/ only wiki use main # captures go to ~/wiki/ only wiki use both # capture locally; selectively promote reusable knowledge ```

Confirm in one line. The mode is persisted in `<cwd>/.wiki-config` (project or both) or `<cwd>/.wiki-mode` (main-only). See `references/capture-schema.md` and the v2.4 spec for details.

`both` is project-first. The original capture is written only to `./wiki/`. During ingest, the project ingester keeps project-specific knowledge local and uses the deterministic promotion helper only for reusable cross-project knowledge. The original capture is never copied verbatim to both queues.

## Cwd unconfigured (0.2.9)

If `bin/wiki capture` aborts with stderr containing `cwd unconfigured` + a `wiki use project|main|both` nudge, the cwd has no `.wiki-config` or `.wiki-mode`. The body is preserved at the orphan path printed in the same stderr. Do NOT silently re-route or auto-pick — surface the choice to the user verbatim:

> "This directory isn't configured for the wiki yet. Should this > capture go to: (a) a project wiki at `./wiki/` (scoped to this > repo), (b) the main wiki at `~/wiki/` (cross-project), or (c) both?"

After the user picks, run `wiki use project|main|both` and re-capture either by re-piping the body or by passing the orphan path:

```bash bin/wiki capture --title "..." --kind chat-only \ --suggested-action create --body-file <orphan-path> ```

Pre-0.2.9 the CLI silently auto-selected `main-only` and wrote `<cwd>/.wiki-mode`, stealing the choice from the user. The new abort makes the choice explicit.

## Order matters: reply first, then capture

Reply to the user FIRST. The user is waiting; capture mechanics are not. After your reply emits, write any captures whose triggers fired (via `bin/wiki capture`), then run a turn-closure check.

## Turn closure — before you stop

Before emitting your final assistant message, check:

```bash ls "<wiki_root>/.wiki-pending/" 2>/dev/null | grep -v '^archive$\|^schema-proposals$' | head -20 ```

If the output lists any `.md` file OR any `.md.processing` file older than 10 minutes, the turn is NOT done. Handle the pending captures first (rejection-handling, stalled-recovery, missed-capture from earlier turns), then re-check, then close the turn.

This is a self-discipline rule until a Stop-hook gate is wired.

## What's NOT in this skill

- The ingester's behavior (orientation, page format, manifest protocol). That lives in `karpathy-wiki-ingest/SKILL.md` and is loaded by the detached runtime ingester only. The main agent never reads it. - Iron laws and announce-line contract. Those live in the loader (`using-karpathy-wiki/SKILL.md`) — single source of truth.

Detail teknis

Versi
1.0.0
Lisensi
MIT
Pembaruan terakhir
20 Agu 2026
Diterbitkan
20 Agu 2026

Ringkasan keputusan

Kandidat cadangan

68
Siap
Prototipe
Tahap

recent repository activity

Audit

Tinjauan pemasangan

Tinjauan pemasangan dan adopsi

77
Perlu ditinjau
Keamanan
76/100
Pemeliharaan
100/100
Pasang
92/100
Buka audit lengkapLihat laporan evaluasi

Bukti tervalidasi Agent

Bukti tervalidasi Agent

Laporan hasil setelah resolve, tinjau, pasang, dan satu eksekusi terbatas.

0
Terbukti
Needs first agent runPasang otomatis: tinjau duluTerakhir: Tidak diketahui
Tingkat sukses
Kegagalan terbaru
Hasil
0
Kualitas output
Gagal
0
Tidak relevan
0
Pemasangan
0
Diblokir risiko
0
Perlu penyiapan
0
Produksi
0

Belum ada data hasil Agent. Eksekusi pertama dapat melaporkan keberhasilan, kebutuhan setup, blok risiko, kegagalan, atau tidak relevan melalui /api/agent/outcome.

Pasang

Tambahkan ke alur Agent

Gratis dan sumber terbuka. Tinjau laporan sebelum memasang pada Agent produksi.

Siklus pertumbuhan

Kit berbagi

X

Draf berbasis skenario untuk karpathy-wiki-capture, siap untuk posting manual di X.

Catatan kurator
karpathy-wiki-capture: Capture-authoring protocol for the main agent. Read on demand when a TRIGGER fires (per `usin...

101 stars

https://www.openagentskill.com/skills/toolboxmd-karpathy-wiki-capture?ref=x
Buka draf X
Balasan opsional dengan perintah pemasangan
Listing + install path for karpathy-wiki-capture:
https://www.openagentskill.com/skills/toolboxmd-karpathy-wiki-capture?ref=x

Install: npx skills add toolboxmd/karpathy-wiki --skill karpathy-wiki-capture
Buka draf balasan

Sumber listing

Diindeks Registry

Dapat diklaim

Listing ini diindeks dari sumber publik dan belum ditandai resmi hingga klaim pemelihara disetujui.

Kreator
toolboxmd
Diindeks oleh
Indeks komunitas OpenAgentSkill

Atribusi menautkan ke repositori publik atau profil kreator. Kreator dapat mengklaim listing untuk memperbarui sinyal kepemilikan.

Klaim skill ini

Klaim pemilik

Klaim listing skill ini

Listing Diindeks Registry ini dikaitkan dengan toolboxmd, tetapi belum ditandai resmi. Klaim untuk menambahkan sinyal pemilik terverifikasi dan membuat pembaruan peluncuran, pemasangan, serta audit berikutnya lebih tepercaya.

Kit backlink kreator

Tambahkan badge bukti ke README Anda

Tampilkan listing kanonis, sinyal kepercayaan dan audit saat ini, serta bukti Agent-Proven nyata di tempat pengembang mengevaluasi repositori.

[![Listed on OpenAgentSkill](https://www.openagentskill.com/api/badge/toolboxmd-karpathy-wiki-capture?metric=listed&label=Listed)](https://www.openagentskill.com/skills/toolboxmd-karpathy-wiki-capture)
[![OpenAgentSkill Trust](https://www.openagentskill.com/api/badge/toolboxmd-karpathy-wiki-capture?metric=trust&label=Trust)](https://www.openagentskill.com/skills/toolboxmd-karpathy-wiki-capture)
[![OpenAgentSkill Audit](https://www.openagentskill.com/api/badge/toolboxmd-karpathy-wiki-capture?metric=audit&label=Audit)](https://www.openagentskill.com/skills/toolboxmd-karpathy-wiki-capture/audit)
[![Agent Proven](https://www.openagentskill.com/api/badge/toolboxmd-karpathy-wiki-capture?metric=proven&label=Agent%20Proven)](https://www.openagentskill.com/skills/toolboxmd-karpathy-wiki-capture)

Penulis

T

toolboxmd

@toolboxmd

Kecocokan platform

Sinyal kesehatan

Star GitHub
101
Skor kualitas
37/100
Push GitHub terakhir
20 Agu 2026
Petunjuk framework
Tidak diketahui
Tampilan OpenAgentSkill
5
Salinan pemasangan
0
Klik keluar
0

Sinyal komunitas

Bagikan apakah skill ini bermanfaat untuk alur kerja Agent Anda. Masukan gabungan meningkatkan peringkat dari waktu ke waktu.

Kepercayaan & keamanan

Hanya sandbox

62
  • Adopsi GitHub101 star GitHubInfo
  • Aktivitas star/fork101 star dan 24 fork; aktivitas issue tidak tersedia dalam metadata saat iniPeriksa
  • Pemeliharaan terbaru3 hari sejak pushLulus
  • Kejelasan lisensiMITLulus
  • Kelengkapan README/SKILL.mdMetadata memuat konteks penggunaan dan alur kerja yang cukupLulus
  • Risiko dependensi/runtimeCakupan eksekusi perintahInfo