critic-contract
Shared read-side contract every read-only CRITIC imports — adversarial stance, empirical verification of runtime-behavior claims, the mandatory self-red-team before APPROVE, spec-UB sweeps, and the miss-ledger mechanism. The review-side mirror of author-contract. Load at the star
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 saeedkolivand/ai-job-hunter-app --skill critic-contract
Pemeliharaan
Terkini
3 hari sejak push
Risiko
Perlu ditinjau
Repository license is NOASSERTION; skill itself is a markdown file, but license clarity is missing.
Kualitas GitHub
48
63/100 Kualitas · 67/100 Kepercayaan
Tag cakupan
Catatan ulasan
Repository license is NOASSERTION; skill itself is a markdown file, but license clarity is missing. · SKILL.md references external files (author-contract, project-steward, dormant skills) that are not included; standalone usage may be incomplete without those context files.
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
Do not auto-installTrust Score v5 found insufficient evidence for agent installation. Treat this as discovery material, not an executable recommendation.
Audit
Perlu ditinjauTinjauan yang dapat dibaca mesin tentang kesiapan pemasangan, metadata keamanan, pemeliharaan, dan risiko adopsi.
Trust Score OpenAgentSkill v5
Tinjauan manusia sebelum pemasangan
Choose a stronger alternative or inspect the source manually before any install attempt.
Star
48 star GitHub
Aktivitas repositori
48 star dan 3 fork
Pemeliharaan
3 hari sejak push
Lisensi
NOASSERTION
Pasang
npx skills add saeedkolivand/ai-job-hunter-app --skill critic-contract
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
Usable metadata, review docs
Ringkasan risiko
Tinjau sebelum produksi
- Repository license is NOASSERTION; skill itself is a markdown file, but license clarity is missing.
- Low GitHub adoption signal
- Quality score needs review
- GitHub adoption: 48 GitHub stars
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 saeedkolivand/ai-job-hunter-app --skill critic-contract
- Kebijakan
- Tinjau
- Tinjauan manusia
- Ya
Kepercayaan dan risiko
- Kepercayaan
- 59/100
- Audit
- 75/100
- Tingkat risiko
- Perlu ditinjau
Lingkar hasil
- Endpoint
- /api/agent/outcome
- ID event
- resolve
- Hasil
- 5
Perintah pemasangan
npx skills add saeedkolivand/ai-job-hunter-app --skill critic-contractJangan gunakan ketika
- Tim yang membutuhkan SLA dengan dukungan vendor
- production agents without a repository review
- Low GitHub adoption signal
- Repository license is NOASSERTION; skill itself is a markdown file, but license clarity is missing.
- Petunjuk izin berisiko tinggi: eksekusi shell atau perintah
Skill alternatif
Last30days Skill
53.5K Star
npx skills add mvanhorn/last30days-skill -g
Skill alternatif
Academic Research Skills
38.4K Star
npx skills add Imbad0202/academic-research-skills
Skill alternatif
GPT Researcher
28.0K Star
npx skills add assafelovic/gpt-researcher
Skill alternatif
DeepResearch
19.8K Star
npx skills add Alibaba-NLP/DeepResearch
Keamanan Agent v2
47/100 · 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.
- Petunjuk izin berisiko tinggi: eksekusi shell atau perintah
- Repository license is NOASSERTION; skill itself is a markdown file, but license clarity is missing.
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 saeedkolivand-critic-contractRencana 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%20critic-contract%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Teks Resolve
/api/agent/resolve?task=Use%20critic-contract%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Serah-terima pemasangan
/api/skills/saeedkolivand-critic-contract/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 critic-contract in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20critic-contract%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/saeedkolivand-critic-contract/install
Install command: npx skills add saeedkolivand/ai-job-hunter-app --skill critic-contract
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/saeedkolivand-critic-contract/install
Format teks LLM
/api/skills/saeedkolivand-critic-contract/install?format=text
Cari alternatif
/api/skills/search?q=critic-contract&limit=3
Prompt Agent
Use critic-contract for this task. Review https://www.openagentskill.com/api/skills/saeedkolivand-critic-contract/install, then install with: npx skills add saeedkolivand/ai-job-hunter-app --skill critic-contractMetadata 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/saeedkolivand-critic-contract
Teks LLM
/api/registry/manifest/saeedkolivand-critic-contract?format=text
Alias pemasangan
/api/registry/install/saeedkolivand-critic-contract
Rekomendasikan
/api/registry/recommend?task=Use%20critic-contract%20in%20an%20agent%20workflow&limit=3
Kecocokan Agent
Agent riset
Tag use case
Platform
Claude Code
Laporan audit
Perlu ditinjau · 75/100
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 63/100
- 1 event interaksi OpenAgentSkill
tinjau dulu
- Low GitHub adoption signal
- Repository license is NOASSERTION; skill itself is a markdown file, but license clarity is missing.
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
Do not auto-install
Trust Score v5 found insufficient evidence for agent installation. Treat this as discovery material, not an executable recommendation.
Adopsi GitHub
Periksa48 star GitHub
Aktivitas star/fork
Periksa48 star dan 3 fork; aktivitas issue tidak tersedia dalam metadata saat ini
Pemeliharaan terbaru
Lulus3 hari sejak push
Kejelasan lisensi
LulusNOASSERTION
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
- Repository license is NOASSERTION; skill itself is a markdown file, but license clarity is missing.
- Low GitHub adoption signal
- Quality score needs review
- GitHub adoption: 48 GitHub stars
- Stars/forks activity: 48 stars, 3 forks; issue activity unavailable in current metadata
- Belum ada laporan hasil Agent nyata
- Tinjauan manusia diperlukan sebelum pemasangan tanpa pengawasan
Tindakan yang disarankan
Choose a stronger alternative or inspect the source manually before any install attempt.
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 web apps
Browser automation
I need my agent to control a browser, fill forms, and verify web app workflows.
Manage repositories
GitHub automation
I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
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.
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.
Inspect, patch, and verify code
Coding review agent
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Daftar alternatif
Bandingkan sebelum memasang
Similar skills that may fit this task.
Last30days Skill
Research the last 30 days across Reddit, X, YouTube, Hacker News, Polymarket, GitHub, and the web, then synthesize a grounded brief for an AI agent.
Academic Research Skills
Academic Research Skills for Claude Code: research → write → review → revise → finalize
GPT Researcher
Run autonomous deep research over web and local sources
DeepResearch
Tongyi Deep Research, the Leading Open-source Deep Research Agent
Ringkasan
--- name: critic-contract description: Shared read-side contract every read-only CRITIC imports — adversarial stance, empirical verification of runtime-behavior claims, the mandatory self-red-team before APPROVE, spec-UB sweeps, and the miss-ledger mechanism. The review-side mirror of author-contract. Load at the start of any review task. ---
# Critic contract (all read-only critics)
Subagents can't auto-load skills — **`Read` this file before reviewing anything.** It exists because internal critics kept APPROVING diffs external reviewers (claude gate, CodeRabbit, the user) then found real bugs in: they verified the author's narrative instead of attacking it, reasoned about runtime behavior instead of running it, and had no self-refutation step.
## Adversarial stance
- **Presume the diff is defective; your job is to locate the defect.** You are attacking, not confirming. - The handoff / author report is **CONTEXT, never EVIDENCE** — re-derive every load-bearing claim ("the fallback catches this", "this is disposed on unmount") from the source itself. - Never let the author's framing anchor your severity — grade the defect you found, not the story you were told.
## Empirical-verification rule ("reasoned-safe" is not a verdict)
Verify these classes by EXECUTION, not reading:
- **Error propagation / fallback paths** — force the error and watch where it actually lands. - **Resource lifecycle under failure** — trigger teardown and confirm listeners/tickers/global mutations actually revert, **including on the exception path**. - **Visual geometry** — verify from an angle/assertion that would EXPOSE the error, never a single default view. - **Async / timing / phasing** — drive the timeline (both directions, race the callbacks).
If you have the tooling (Bash, dev server, test runner) — **run it**. If you don't, label the claim **UNVERIFIED** and route it to an agent that can verify. An APPROVE that silently converts UNVERIFIED into verified-by-plausibility is invalid.
## Self-red-team (REQUIRED before any APPROVE)
1. List the **3–5 riskiest spots** where your approval could be wrong — the claims you trust most, the code you understood least, the behavior you did not execute. 2. **Actively attempt to refute each one** — breaking input, failure injection, spec clause. 3. Report each as either a **finding** or one line: `attacked and held: <what you tried and why it held>`.
**An APPROVE without this section is invalid** — the orchestrator treats it as no review.
## Spec-UB sweep (per-domain — this list GROWS via the miss ledger)
- **React** — DOM ErrorBoundaries cannot catch across the reconciler root; effect throws surface on the window handler; a throwing setState **updater** throws at render/commit time, not call time. - **CSS / DOM** — `[hidden] { display: none !important }` beats inline `style.display`; never assume `transform-origin` is frame-center — read the effective origin. - **JS numerics** — `NaN` fails every comparison, so it passes every inverted guard (use `Number.isFinite`); `Infinity`/`-0` survive naive range guards; `parseFloat` returns `NaN` silently. - **Lifecycle / globals** — any global mutation (tickers, window listeners, body classes, scroll state) needs a provably-reached teardown — force the throw and check the exception path. - (GL/GLSL sweep archived with the dormant fleet: `.claude/dormant/skills/webgl-standards/`.)
## Miss ledger
When an internal APPROVE is followed by an external catch, `project-steward` records it and — for a new class of miss — appends a sweep rule above. Historical rows live in this file's git history (PRs #713–#715 seeded the current sweep).
## Coverage duty
The sibling critic reviews **EVERY push** on its domain — docs-only and asset-only PRs included. "Too small to review" is not a category.
Detail teknis
- Versi
- 1.0.0
- Lisensi
- NOASSERTION
- 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 critic-contract, siap untuk posting manual di X.
A practical pick for source-backed research: critic-contract: Shared read-side contract every read-only CRITIC imports — adversarial stance, empirical verification of runtime-behavior c... 48 stars https://www.openagentskill.com/skills/saeedkolivand-critic-contract?ref=x
Balasan opsional dengan perintah pemasangan
Listing + install path for critic-contract: https://www.openagentskill.com/skills/saeedkolivand-critic-contract?ref=x Install: npx skills add saeedkolivand/ai-job-hunter-app --skill critic-contract
Sumber listing
Diindeks Registry
Listing ini diindeks dari sumber publik dan belum ditandai resmi hingga klaim pemelihara disetujui.
- Kreator
- saeedkolivand
- 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 saeedkolivand, 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/saeedkolivand-critic-contract)
[](https://www.openagentskill.com/skills/saeedkolivand-critic-contract)
[](https://www.openagentskill.com/skills/saeedkolivand-critic-contract/audit)
[](https://www.openagentskill.com/skills/saeedkolivand-critic-contract)Penulis
saeedkolivand
@saeedkolivand
Tag
Kecocokan platform
Sinyal kesehatan
- Star GitHub
- 48
- Skor kualitas
- 35/100
- Push GitHub terakhir
- 20 Agu 2026
- Petunjuk framework
- Tidak diketahui
- Tampilan OpenAgentSkill
- 1
- 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
Do not auto-install
- Adopsi GitHub48 star GitHubPeriksa
- Aktivitas star/fork48 star dan 3 fork; aktivitas issue tidak tersedia dalam metadata saat iniPeriksa
- Pemeliharaan terbaru3 hari sejak pushLulus
- Kejelasan lisensiNOASSERTIONLulus
- Kelengkapan README/SKILL.mdMetadata publik memerlukan konteks README/SKILL.md yang lebih kuatInfo
- Risiko dependensi/runtimeCakupan eksekusi perintahInfo
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