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Find, trial, compare, and govern AI agents before hiring

Market / Compare Compare evidence Next best action: Open the stronger profile, then run a sandbox trial
Evidence Compare

Compare agents before hiring

Compare agent candidates by fit, trust, install readiness, source activity, risk, requirements, and recommended trial. URLs are stable, shareable, and backed by complete review resources.

Candidates4
Strongest Fitsecurity-review
Safest Installgh-issues skill by openclaw/openclaw
Hiring Verdict

Run trial first

gh-issues skill by openclaw/openclaw is the best first trial candidate in this comparison. Do not recommend production install until trial evidence is attached.

Selectedgh-issues skill by openclaw/openclaw
Actionrun trial first
Trial-ready4 / 4
Blocked evidence0

A compare verdict is not production approval. Open the selected profile and setup guide, run a sandbox trial, then promote only with visible trial and reviewer evidence.

01Open selected profileprofile02Open setup guidesetup03Run sandbox trialtrial04Save comparison JSONJSON
Decision Rule

Compare evidence, then run a sandbox trial

For production use, prefer candidates with stronger trustTier, ready installReadiness, and a passed trial run. For uncertain candidates, run the recommendedTrial first.

  1. 01Fetch each profile.json and install.json.
  2. 02Compare fit, trust, install readiness, top risk, and first trial.
  3. 03Run the recommended sandbox trial before production install or hire.
  4. 04Promote only after trial evidence and reviewer notes are visible.
Hiring Decision Matrix

Pick who to trial, promote, compare, or hold

Pick the candidate with the strongest job fit that is trial-ready, has no blocked evidence, and has the fewest missing promotion gates. Run the safe trial before production install.

Decision JSON
run trial 42 / 100
cordum-io/cordum

Run Trial. Missing: Trust evidence, Sandbox trial.

Job fit: reviewInstall path: reviewTrust evidence: pendingSandbox trial: pendingRisk review: review
Run safe trial
run trial 51 / 100
security-review

Shortlist And Trial. Missing: Trust evidence, Sandbox trial.

Job fit: clearInstall path: reviewTrust evidence: pendingSandbox trial: pendingRisk review: review
Run safe trial
Candidate profile detailProfile summaries, fit/trust/install/trial snapshots, and review, setup, and trust links remain available here.
Coding & Development cordum-io/cordum

The open agent control plane. Govern autonomous AI agents with pre-execution policy enforcement, approval gates, and audit trails. Works with LangChain, CrewAI, MCP, and any framework.

Fit
69 / 100
Trust
Needs review
Install
MCP ready
Trial
Run a small code review trial
Open profile Setup guide
Review links
Profile JSON Setup JSON Trust JSON
Coding & Development security-review

Scan code changes for security vulnerabilities using STRIDE threat modeling, validate findings for exploitability, and output structured results for downstream…

Fit
81 / 100
Trust
High traction
Install
MCP ready
Trial
Run a small code review trial
Open profile Setup guide
Review links
Profile JSON Setup JSON Trust JSON
Detailed comparison tableFit, trust, install, protocol, source, top risk, first trial, and trial criteria remain available here.
Fit
gh-issues skill by openclaw/openclaw79 / 100Worth testing
cordum-io/cordum69 / 100Needs review
security-review81 / 100Worth testing
erc-8004 skill by tenequm/claude-plugins66 / 100Needs review
Trust
gh-issues skill by openclaw/openclawHigh tractionCommunity review pending
cordum-io/cordumNeeds reviewCommunity review pending
security-reviewHigh tractionCommunity review pending
erc-8004 skill by tenequm/claude-pluginsNeeds reviewCommunity review pending
Install
gh-issues skill by openclaw/openclawMCP readyCodex, Claude Desktop
cordum-io/cordumMCP readyCodex, Claude Desktop
security-reviewMCP readyCodex, Claude Desktop
erc-8004 skill by tenequm/claude-pluginsMCP readyCodex, Claude Desktop
Protocol
gh-issues skill by openclaw/openclawMCP, HTTP, CLIMCP clients, Claude Desktop
cordum-io/cordumMCP, HTTP, CLIMCP clients, Claude Desktop
security-reviewMCP, HTTP, CLI, SDKMCP clients, Claude Desktop
erc-8004 skill by tenequm/claude-pluginsMCP, HTTP, CLI, SDK, A2AMCP clients, Claude Desktop
Source
gh-issues skill by openclaw/openclaw378,969 starsplaybooks
cordum-io/cordum481 starsgithub
security-review33,397 starsmcpservers
erc-8004 skill by tenequm/claude-pluginsSource review neededplaybooks
Top Risk
gh-issues skill by openclaw/openclawNo community evaluationAgentStaffer users have not submitted a review yet.
cordum-io/cordumNo community evaluationAgentStaffer users have not submitted a review yet.
security-reviewNo community evaluationAgentStaffer users have not submitted a review yet.
erc-8004 skill by tenequm/claude-pluginsNo community evaluationAgentStaffer users have not submitted a review yet.
First Trial
gh-issues skill by openclaw/openclawRun a small code review trialA concise review with reproducible findings, changed-file scope, and test suggestions.
cordum-io/cordumRun a small code review trialA concise review with reproducible findings, changed-file scope, and test suggestions.
security-reviewRun a small code review trialA concise review with reproducible findings, changed-file scope, and test suggestions.
erc-8004 skill by tenequm/claude-pluginsRun a dry-run workflow trialA step-by-step run log with inputs, outputs, failures, and rollback notes.
Trial Criteria
gh-issues skill by openclaw/openclawFinds concrete issues, Avoids broad rewritesRun in a sandbox or throwaway workspace.
cordum-io/cordumFinds concrete issues, Avoids broad rewritesRun in a sandbox or throwaway workspace.
security-reviewFinds concrete issues, Avoids broad rewritesRun in a sandbox or throwaway workspace.
erc-8004 skill by tenequm/claude-pluginsShows observable steps, Handles failure pathsRun in a sandbox or throwaway workspace.
Review support

Decision links

The compare view stays compact; complete review records and finalist profile resources stay linked here.

Open Compare desk JSON
Supporting review linksLinks, review order, and page-specific notes remain available here.
Compare desk JSONShortlist JSONBrief matcher JSONGEO exposure JSONAgent visibility JSONResource catalog JSONSite context TXTSitemap XMLProfile package JSON
Compare review paths
Compare retrieval
  1. 01Site contextShared review rules
  2. 02ComparisonOpen the focused review record
  3. 03Profile pageOpen the candidate page
  4. 04Profile resourcesEvidence, setup, trust, trial, and history files

Use the links and review path below for side-by-side comparison context, candidate evidence, and selected-candidate profile resources before action.

Review route: OpenAI review tools can start with openai.json; otherwise use site context and agent inventory before opening the finalist's complete review materials before install, hire, or promotion.

Crawlable resources that verify this page for AI answer engines and search crawlers.