โ† All skills
Tencent SkillHub ยท Developer Tools

Meerkat Governance

AI governance API with two endpoints. Shield scans untrusted content for prompt injection and threats. Verify checks AI output for hallucinations, numerical...

skill openclawclawhub Free
0 Downloads
0 Stars
0 Installs
0 Score
High Signal

AI governance API with two endpoints. Shield scans untrusted content for prompt injection and threats. Verify checks AI output for hallucinations, numerical...

โฌ‡ 0 downloads โ˜… 0 stars Unverified but indexed

Install for OpenClaw

Quick setup
  1. Download the package from Yavira.
  2. Extract the archive and review SKILL.md first.
  3. Import or place the package into your OpenClaw setup.

Requirements

Target platform
OpenClaw
Install method
Manual import
Extraction
Extract archive
Prerequisites
OpenClaw
Primary doc
SKILL.md

Package facts

Download mode
Yavira redirect
Package format
ZIP package
Source platform
Tencent SkillHub
What's included
SKILL.md, _meta.json

Validation

  • Use the Yavira download entry.
  • Review SKILL.md after the package is downloaded.
  • Confirm the extracted package contains the expected setup assets.

Install with your agent

Agent handoff

Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.

  1. Download the package from Yavira.
  2. Extract it into a folder your agent can access.
  3. Paste one of the prompts below and point your agent at the extracted folder.
New install

I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.

Upgrade existing

I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.

Trust & source

Release facts

Source
Tencent SkillHub
Verification
Indexed source record
Version
1.0.4

Documentation

ClawHub primary doc Primary doc: SKILL.md 9 sections Open source page

Meerkat Governance

Scope: This skill provides two API endpoints your agent can call. It does not auto-activate, does not run in the background, and does not access content unless explicitly called by the agent. The developer controls what content is sent to Meerkat. Privacy and data handling: https://meerkatplatform.com/privacy Meerkat processes content in memory and discards it after the response. Only trust scores and metadata are stored. No raw content is retained. No data is shared with third parties. All processing stays in Canada. Security: Your API key authenticates requests to Meerkat's API. Rotate keys via the dashboard if compromised. All communication is TLS 1.2+ encrypted. Meerkat endpoints are hosted on Azure Container Apps with managed SSL certificates. Verify the endpoint hostname (api.meerkatplatform.com) matches the TLS certificate before sending data.

Ingress Shield

The /v1/shield endpoint scans content for prompt injection, jailbreaks, data exfiltration, and social engineering. The agent can call this before processing content the developer designates as untrusted. Common examples include external emails, web-scraped content, and user-uploaded documents. Developers can optionally configure their agent to shield skill descriptions before installation. curl -s -X POST https://api.meerkatplatform.com/v1/shield \ -H "Authorization: Bearer $MEERKAT_API_KEY" \ -H "Content-Type: application/json" \ -d "{\"input\": \"<THE_CONTENT>\"}" Response fields: safe (boolean): Whether the content passed scanning threat_level: NONE, LOW, MEDIUM, HIGH, or CRITICAL attack_type: Category of detected threat (if any) detail: Human-readable description sanitized_input: Content with threats removed (when available) audit_id: Unique identifier for the audit record The agent can use the response to decide how to proceed. For example, content flagged HIGH or CRITICAL could be blocked, while MEDIUM could prompt user confirmation. If sanitized_input is returned, the agent can use the cleaned version.

Egress Verify

The /v1/verify endpoint checks AI-generated output against source data using up to five ML checks: entailment (DeBERTa NLI), numerical verification, semantic entropy, implicit preference detection, and claim extraction. curl -s -X POST https://api.meerkatplatform.com/v1/verify \ -H "Authorization: Bearer $MEERKAT_API_KEY" \ -H "Content-Type: application/json" \ -d "{\"input\": \"<USER_REQUEST>\", \"output\": \"<AI_OUTPUT>\", \"context\": \"<SOURCE_DATA>\", \"domain\": \"<DOMAIN>\"}" The domain field applies domain-specific rules. Supported values: healthcare, financial, legal, general. Response fields: trust_score (0-100): Weighted composite score across all checks status: PASS or FLAG (severity communicated via trust_score and remediation.severity) checks: Per-check scores, flags, and details remediation: Corrections and agent instructions (when status is not PASS) audit_id: Unique identifier for the audit record session_id: Session identifier for linking retry attempts The agent can use the status and trust score to decide whether to proceed. When remediation is present, the agent_instruction field contains guidance for self-correction, and corrections lists specific errors (e.g., found value vs expected value). The agent can regenerate output with corrections applied and resubmit using the same session_id to link attempts.

Observation Mode

When no context field is provided, Meerkat runs in observation mode: it checks semantic entropy and implicit preference but skips source-grounded checks. The context_mode field in the response will be observation. This is useful for checking open-ended generation where no source document exists.

Audit Trail

Every shield and verify call is logged with an audit ID. The /v1/audit/<audit_id> endpoint retrieves the full record. Add ?include_session=true to see all linked attempts in a retry session. curl -s https://api.meerkatplatform.com/v1/audit/<audit_id> \ -H "Authorization: Bearer $MEERKAT_API_KEY"

Setup

Get a free API key at https://meerkatplatform.com (10,000 verifications/month, no credit card) Set the environment variable: MEERKAT_API_KEY=mk_live_your_key_here The developer controls which content is sent to Meerkat through their agent configuration. The agent calls the shield endpoint before processing untrusted external content, and the verify endpoint before executing high-impact actions.

Detection Capabilities

See https://meerkatplatform.com/docs for example payloads and response formats. Ingress detects: prompt injection, indirect injection, data exfiltration attempts, jailbreak and role-hijacking patterns, credential harvesting, and social engineering. Egress detects: hallucinated facts, numerical distortions (medication doses, financial figures, legal terms), fabricated entities and citations, confident confabulation, bias and implicit preference, and ungrounded numbers.

Usage Headers

Every API response includes usage headers: X-Meerkat-Usage: Current verification count X-Meerkat-Limit: Monthly limit (or "unlimited") X-Meerkat-Remaining: Verifications remaining X-Meerkat-Warning: Warning when approaching limit (80%+)

Privacy

Meerkat processes content for security scanning only. Content is not stored beyond the audit trail retention period. Your API key is scoped to your organization. See https://meerkatplatform.com/privacy for details.

Category context

Code helpers, APIs, CLIs, browser automation, testing, and developer operations.

Source: Tencent SkillHub

Largest current source with strong distribution and engagement signals.

Package contents

Included in package
1 Docs1 Config
  • SKILL.md Primary doc
  • _meta.json Config