critic-contract

REVIEW · 59
Registry indexed

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

Verified installs0
Stars48
Version1.0.0
Quality63/100 · Promising
Trust59/100 · Do not auto-install
Audit75/100 · Needs review

Supply asset profile

Research and knowledge work

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

Browse track

Scenario

Research agents

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

Agent fit

Claude Code + CLI + Codex

Codex, Claude Code, Cursor, CLI, or custom agents.

Install

Ready

npx skills add saeedkolivand/ai-job-hunter-app --skill critic-contract

Maintenance

fresh

1d since push

Risk

Needs review

Repository license is NOASSERTION; skill itself is a markdown file, but license clarity is missing.

GitHub quality

48

63/100 Quality · 67/100 Trust

Coverage tags

ResearchResearch agentsagent-skill

Review notes

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.

Agent adoption scorecard

Trust, audit, and install readiness at a glance

These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.

Quality

Promising
63

Useful candidate, but compare it with alternatives before adopting.

Trust

Do not auto-install
59

Trust Score v5 found insufficient evidence for agent installation. Treat this as discovery material, not an executable recommendation.

Audit

Needs review
75

A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.

OpenAgentSkill Trust Score v5

Human review before install

Choose a stronger alternative or inspect the source manually before any install attempt.

CodexClaude CodeCursorOpenAgentSkill CLI

Stars

48 GitHub stars

Repo activity

48 stars, 3 forks

Maintenance

1d since push

License

NOASSERTION

Install

npx skills add saeedkolivand/ai-job-hunter-app --skill critic-contract

Install safety

standard package or runtime install path

Permission surface

shell or command execution, filesystem or document access

Agent outcomes

No agent outcome data yet

Docs

Usable metadata, review docs

Risk summary

Review before production

  • 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

Install readiness

Install path available

  • Install path is available
  • Repository evidence is available
  • License is declared
  • No Agent Proven outcome evidence yet

Agent-readable metadata

Machine-readable decision data for this skill.

Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.

Open JSON

Suited tasks

  • Research agents workflows
  • Claude Code teams
  • builders willing to evaluate younger projects
  • Search sources

Suited agents

CodexClaude CodeCursorOpenAgentSkill CLICLI

Install decision

Command
npx skills add saeedkolivand/ai-job-hunter-app --skill critic-contract
Policy
review
Human review
yes

Trust and risk

Trust
59/100
Audit
75/100
Risk level
Needs review

Outcome loop

Endpoint
/api/agent/outcome
Event ID
resolve
Outcomes
5

Install command

npx skills add saeedkolivand/ai-job-hunter-app --skill critic-contract

Do not use when

  • teams that need a vendor-supported SLA
  • 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.
  • High-risk permission hints: Shell or command execution

Agent safety v2

47/100 · Avoid automatic install

Experimentalreview

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

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

Resolve via API

high

Shell or command execution

Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.

medium

Network access

Skill likely fetches remote pages, APIs, repositories, or external services.

medium

Filesystem access

Skill may read or write project files, documents, generated artifacts, or local workspace state.

  • High-risk permission hints: Shell or command execution
  • Repository license is NOASSERTION; skill itself is a markdown file, but license clarity is missing.

Install targets

Install this skill in your agent workflow

Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.

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 saeedkolivand-critic-contract

Agent resolve plan

Let an agent verify fit before installing.

The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.

Open text plan

Agent should check

  • 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.

Copy 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.

Agent handoff

Give an agent the install path, not another directory page.

Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.

Open install API

Agent prompt

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-contract

Registry metadata

Agent-readable profile for automatic skill selection.

This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.

Open manifest

Agent fit

62/100

Research agents

Platforms

Claude Code

Audit report

Needs review · 75/100

A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.

View audit reportView eval report

Agent decision cockpit

Fallback candidate for Research agents

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

62
Readiness
Prototype
Stage

Role in stack

Fallback candidate

Primary fit

Research agents

Trust label

Prototype first

Install path

Command ready

Use when

  • Research agents workflows
  • Claude Code teams
  • builders willing to evaluate younger projects

Evidence

  • recent repository activity
  • install command or GitHub repo available
  • 63/100 quality profile
  • 1 OpenAgentSkill engagement events

review first

  • Low GitHub adoption signal
  • Repository license is NOASSERTION; skill itself is a markdown file, but license clarity is missing.

Implementation path

  1. 1Install it in a sandbox agent and run one Research agents task end to end.
  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.

Trust profile

Do not auto-install

Trust Score v5 found insufficient evidence for agent installation. Treat this as discovery material, not an executable recommendation.

59
OpenAgentSkill Trust Score

GitHub adoption

CHECK

48 GitHub stars

Stars/forks activity

CHECK

48 stars, 3 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

1d since push

License clarity

PASS

NOASSERTION

Good signals

  • AI review approved
  • Install path is available
  • Repository evidence is available
  • Recently maintained repository
  • Install command has no obvious high-risk pattern
  • Outcome loop is ready but needs first real agent run

Review before install

  • 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
  • No real agent outcome reports yet
  • Human review required before unattended installation

Recommended action

Choose a stronger alternative or inspect the source manually before any install attempt.

Quality profile

Promising candidate for agent workflows

Useful candidate, but compare it with alternatives before adopting.

63
GitHub stars
48
Freshness
1d ago
Install ready
Yes
License
NOASSERTION
Review before install: Low GitHub adoption signal · Repository license is NOASSERTION; skill itself is a markdown file, but license clarity is missing.

Workflow fit

Use this skill in these scenarios

Workflow fit

Add it to a complete workflow

Alternative shortlist

Compare before you install

Similar skills that may fit this task.

Compare all

Overview

--- 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.

Technical details

Version
1.0.0
License
NOASSERTION
Last updated
Aug 20, 2026
Published
Aug 20, 2026

Decision snapshot

Fallback candidate

62
Ready
Prototype
Stage

recent repository activity

Audit

Install review

Install and adoption review

75
Needs review
Security
76/100
Maintenance
100/100
Install
92/100
Open full auditView eval report

Agent-proven evidence

Agent-proven evidence

Outcome reports after resolve, review, install, and one narrow run.

0
Proven
Needs first agent runAuto-install: review firstLast: Unknown
Success rate
Recent failure
Outcomes
0
Output quality
Failed
0
Not relevant
0
Installs
0
Risk blocked
0
Setup needed
0
Production
0

No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.

Install

Add to agent workflow

Free and open source. Review the report before installing into production agents.

Growth loop

Share kit

X

Scenario-led draft for critic-contract, ready for a manual X post.

Curator note
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
Open X draft
Optional reply with install command
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

Listing source

Registry indexed

Claimable

This listing was indexed from public sources and is not marked official until a maintainer claim is approved.

Indexed by
OpenAgentSkill community index

Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.

Claim this skill

Owner claim

Claim this skill listing

This Registry indexed listing is attributed to saeedkolivand but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.

Creator backlink kit

Add the evidence badges to your README

Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.

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

Author

S

saeedkolivand

@saeedkolivand

Platform fit

Health signals

GitHub stars
48
Quality score
35/100
Last GitHub push
Aug 20, 2026
Framework hints
Unknown
OpenAgentSkill views
1
Install copies
0
Outbound clicks
0

Community signal

Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.

Trust & safety

Do not auto-install

59
  • GitHub adoption48 GitHub starsCHECK
  • Stars/forks activity48 stars, 3 forks; issue activity unavailable in current metadataCHECK
  • Recent maintenance1d since pushPASS
  • License clarityNOASSERTIONPASS
  • README/SKILL.md completenessPublic metadata needs stronger README/SKILL.md contextINFO
  • Dependency/runtime riskcommand execution surfaceINFO