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
Supply asset profile
Research and knowledge work
Deep research, source comparison, literature review, RAG, knowledge search, and reports.
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
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
PromisingUseful candidate, but compare it with alternatives before adopting.
Trust
Do not auto-installTrust Score v5 found insufficient evidence for agent installation. Treat this as discovery material, not an executable recommendation.
Audit
Needs reviewA 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.
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.
Suited tasks
- Research agents workflows
- Claude Code teams
- builders willing to evaluate younger projects
- Search sources
Suited agents
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-contractDo 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
Alternative
Last30days Skill
53.5K Stars
npx skills add mvanhorn/last30days-skill -g
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Academic Research Skills
38.4K Stars
npx skills add Imbad0202/academic-research-skills
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19.8K Stars
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Agent safety v2
47/100 · Avoid automatic install
Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
Test manually in an isolated workspace and compare against safer alternatives.
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.
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-contractAgent 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 JSON
/api/agent/resolve?task=Use%20critic-contract%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20critic-contract%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/saeedkolivand-critic-contract/install
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.
Install handoff
/api/skills/saeedkolivand-critic-contract/install
LLM text format
/api/skills/saeedkolivand-critic-contract/install?format=text
Find alternatives
/api/skills/search?q=critic-contract&limit=3
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-contractRegistry 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.
Manifest
/api/registry/manifest/saeedkolivand-critic-contract
LLM text
/api/registry/manifest/saeedkolivand-critic-contract?format=text
Install alias
/api/registry/install/saeedkolivand-critic-contract
Recommend
/api/registry/recommend?task=Use%20critic-contract%20in%20an%20agent%20workflow&limit=3
Agent fit
Research agents
Use-case tags
Platforms
Claude Code
Audit report
Needs review · 75/100
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Fallback candidate for Research agents
Prototype with this skill first; keep a fallback candidate ready.
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
- 1Install it in a sandbox agent and run one Research agents task end to end.
- 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.
Trust profile
Do not auto-install
Trust Score v5 found insufficient evidence for agent installation. Treat this as discovery material, not an executable recommendation.
GitHub adoption
CHECK48 GitHub stars
Stars/forks activity
CHECK48 stars, 3 forks; issue activity unavailable in current metadata
Recent maintenance
PASS1d since push
License clarity
PASSNOASSERTION
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.
Workflow fit
Use this skill in these scenarios
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.
Workflow fit
Add it to a complete workflow
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.
Alternative shortlist
Compare before you install
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
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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
recent repository activity
Audit
Install review
Install and adoption review
- Security
- 76/100
- Maintenance
- 100/100
- Install
- 92/100
Agent-proven evidence
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
- 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
Scenario-led draft for critic-contract, ready for a manual X post.
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
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
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
- Creator
- saeedkolivand
- 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 skillOwner 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.
[](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)Author
saeedkolivand
@saeedkolivand
Tags
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
- 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
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