karpathy-wiki-capture
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.
Profil aset
Riset dan pekerjaan pengetahuan
Deep research, source comparison, literature review, RAG, knowledge search, and reports.
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
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
MenjanjikanUseful candidate, but compare it with alternatives before adopting.
Kepercayaan
Hanya sandboxKandidat berguna dengan sinyal kepercayaan yang kurang atau bercampur. Gunakan di ruang kerja terisolasi hingga loop hasil membuktikan kecocokan tugas.
Audit
Perlu ditinjauTinjauan 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.
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.
Tugas yang sesuai
- Alur kerja Agent riset
- Tim Claude Code
- builders willing to evaluate younger projects
- Sumber pencarian
Agent yang sesuai
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-captureJangan 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
Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
Test manually in an isolated workspace and compare against safer alternatives.
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.
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-captureRencana 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 JSON
/api/agent/resolve?task=Use%20karpathy-wiki-capture%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Teks Resolve
/api/agent/resolve?task=Use%20karpathy-wiki-capture%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Serah-terima pemasangan
/api/skills/toolboxmd-karpathy-wiki-capture/install
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.
Serah-terima pemasangan
/api/skills/toolboxmd-karpathy-wiki-capture/install
Format teks LLM
/api/skills/toolboxmd-karpathy-wiki-capture/install?format=text
Cari alternatif
/api/skills/search?q=karpathy-wiki-capture&limit=3
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-captureMetadata Registry
Profil yang dapat dibaca Agent untuk pemilihan skill otomatis.
API Registry menyediakan sinyal keputusan, kepercayaan, audit, use case, dan pemasangan tanpa mengikis UI.
Manifest
/api/registry/manifest/toolboxmd-karpathy-wiki-capture
Teks LLM
/api/registry/manifest/toolboxmd-karpathy-wiki-capture?format=text
Alias pemasangan
/api/registry/install/toolboxmd-karpathy-wiki-capture
Rekomendasikan
/api/registry/recommend?task=Use%20karpathy-wiki-capture%20in%20an%20agent%20workflow&limit=3
Kecocokan Agent
Agent riset
Tag use case
Platform
Claude Code
Laporan audit
Perlu ditinjau · 77/100
Tinjauan yang dapat dibaca mesin tentang kesiapan pemasangan, metadata keamanan, pemeliharaan, dan risiko adopsi.
Panel keputusan Agent
Fallback candidate for Research agents
Prototype with this skill first; keep a fallback candidate ready.
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
- 1Pasang di Agent sandbox dan jalankan satu tugas Agent riset dari awal hingga akhir.
- 2Compare output quality, latency, and failure behavior against at least one alternative.
- 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.
Adopsi GitHub
Info101 star GitHub
Aktivitas star/fork
Periksa101 star dan 24 fork; aktivitas issue tidak tersedia dalam metadata saat ini
Pemeliharaan terbaru
Lulus3 hari sejak push
Kejelasan lisensi
LulusMIT
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.
Kecocokan alur kerja
Gunakan skill ini pada skenario berikut
Investigate faster
Research agents
I need my agent to research a topic, compare sources, and produce a concise report.
Operate local tools
Local desktop
I need my agent to operate local files and desktop apps in a repeatable workflow.
Automate repeated work
Workflow automation
I need my agent to automate a repeated workflow across tools and files.
Kecocokan alur kerja
Tambahkan ke alur kerja lengkap
Find, compare, and synthesize
Research report agent
A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.
Turn skills into distribution
Content growth agent
A workflow for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.
Operate and verify web apps
Browser QA agent
A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Daftar alternatif
Bandingkan sebelum memasang
Similar skills that may fit this task.
UI-TARS Desktop
Run multimodal agents that operate desktop interfaces
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Cua
Open-source infrastructure for Computer-Use Agents. Sandboxes, SDKs, and benchmarks to train and evaluate AI agents that can control full desktops (macOS, Linux, Windows).
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
recent repository activity
Audit
Tinjauan pemasangan
Tinjauan pemasangan dan adopsi
- Keamanan
- 76/100
- Pemeliharaan
- 100/100
- Pasang
- 92/100
Bukti tervalidasi Agent
Bukti tervalidasi Agent
Laporan hasil setelah resolve, tinjau, pasang, dan satu eksekusi terbatas.
- 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
Draf berbasis skenario untuk karpathy-wiki-capture, siap untuk posting manual di X.
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
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
Sumber listing
Diindeks Registry
Listing ini diindeks dari sumber publik dan belum ditandai resmi hingga klaim pemelihara disetujui.
- Kreator
- toolboxmd
- Sumber
- toolboxmd/karpathy-wiki
- Diindeks oleh
- Indeks komunitas OpenAgentSkill
Atribusi menautkan ke repositori publik atau profil kreator. Kreator dapat mengklaim listing untuk memperbarui sinyal kepemilikan.
Klaim skill iniKlaim 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.
[](https://www.openagentskill.com/skills/toolboxmd-karpathy-wiki-capture)
[](https://www.openagentskill.com/skills/toolboxmd-karpathy-wiki-capture)
[](https://www.openagentskill.com/skills/toolboxmd-karpathy-wiki-capture/audit)
[](https://www.openagentskill.com/skills/toolboxmd-karpathy-wiki-capture)Penulis
toolboxmd
@toolboxmd
Tag
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
- 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
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