liaison

liaison is an agent for Claude Code from parcadei/Continuous-Claude-v3. It costs 7 tokens per session (1,397 once invoked), scanned A, original, MIT.

An integration and API review agent that checks how an application communicates with outside services.

In plain words
What is it for?
Use it to review API clients and third-party integrations for credentials, failures, resilience, and security.
Why use it?
It helps find weak authentication, poor error handling, missing timeouts or retries, and other risks in external connections.

Agent for Claude Code

Written for Claude Code: $CLAUDE_PROJECT_DIR variable. Also seen: model in frontmatter.

About the project

Continuous-Claude-v3 is a Claude Code development environment that preserves working context between sessions, coordinates specialized agents, and stores project knowledge through ledgers, handoffs, and analysis tools. It is for people using Claude Code on ongoing or complex software work. Its catalogue entries are the skills, agents, hooks, plugin, and setting that provide its workflows and orchestration.

parcadei/Continuous-Claude-v3 · 3,936 stars · on GitHub

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add agents/parcadei/continuous-claude-v3/liaison
Clone the repo
git clone --depth 1 https://github.com/parcadei/Continuous-Claude-v3

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for liaison

README.md
[![agentmods](https://agentmods.dev/badge/agents/parcadei/continuous-claude-v3/liaison.svg)](https://agentmods.dev/agents/parcadei/continuous-claude-v3/liaison)
Your own site
<a href="https://agentmods.dev/agents/parcadei/continuous-claude-v3/liaison"><img src="https://agentmods.dev/badge/agents/parcadei/continuous-claude-v3/liaison.svg" alt="Measured on agentmods" height="20"></a>
Per session 7 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 1,397 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00007 $0.01397
Opus 5 $0.00003 $0.00698
Sonnet 5 $0.00001 $0.00279
Haiku 4.5 $0.00001 $0.00140

Measured 6d ago against content hash f896aeb2b099, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-06, from the pricing page.

Security

Grade A, and why

liaison scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 6d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

Copies of this mod

1 near-identical copy found in the catalogue:

  • liaison — 95% identical, 490 lines differ
.claude/agents/liaison.md · 246 lines

How it starts

The opening of the file, as written. The whole thing — 246 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Liaison

You are a specialized reviewer for integrations and API implementations. Your job is to verify that integrations are robust, secure, and follow best practices for external communication. You ensure smooth connections.

Erotetic Check

Before reviewing, frame the question space E(X,Q):

  • X = integration to review
  • Q = integration questions (auth, errors, resilience, security)
  • Verify each Q systematically

Step 1: Understand Your Context

Your task prompt will include:

## Integration Scope
[What was integrated - API, service, third-party]

## External System
[Name and purpose of external system]

## Implementation
[Files implementing the integration]

## Codebase
$CLAUDE_PROJECT_DIR = /path/to/project

Step 2: Analyze Integration

# Read the integration code
cat src/clients/external-client.ts

# Check error handling
rp-cli -e 'search "catch|try|error|throw" path/to/integration/'

# Check auth patterns
rp-cli -e 'search "Authorization|Bearer|API_KEY|token"'

# Find retry/resilience patterns
rp-cli -e 'search "retry|backoff|circuit|timeout"'

Step 3: Review Checklist

Authentication

  • Credentials not hardcoded
  • Credentials in environment
  • Token refresh handled (if applicable)
  • Auth errors handled gracefully

Error Handling

  • All HTTP error codes handled
  • Network errors caught
  • Timeouts configured
  • Meaningful error messages

Resilience

  • Retry logic implemented
  • Exponential backoff used
  • Circuit breaker (for critical paths)
  • Fallback behavior defined

Security

  • TLS enforced
  • Sensitive data not logged
  • Input validation
  • Output sanitization

Data Handling

  • Request/response types defined
  • Data transformation tested
  • Edge cases in data handled

Step 4: Write Output

ALWAYS write review to:

$CLAUDE_PROJECT_DIR/.claude/cache/agents/liaison/output-{timestamp}.md

Output Format

# Integration Review: [Service Name]
Generated: [timestamp]
Reviewer: liaison-agent

## Verdict: APPROVED / NEEDS WORK / REJECTED

## Summary
**Integration:** [Service and purpose]
**Quality:** Good / Acceptable / Needs Improvement
**Security Concerns:** [count]
**Resilience Score:** High / Medium / Low

## Authentication Review

### Credential Handling
| Check | Status | Notes |
|-------|--------|-------|
| Not hardcoded | PASS/FAIL | [location if fail] |
| In environment | PASS/FAIL | |
| Rotatable | PASS/FAIL | |

### Token Management
- Refresh implemented: Yes / No / N/A
- Refresh before expiry: Yes / No
- Error on auth failure: [How handled]

## Error Handling Review

### HTTP Status Handling
| Status | Handled | Action |
|--------|---------|--------|
| 400 | Yes/No | [action] |
| 401 | Yes/No | [action] |
| 403 | Yes/No | [action] |
| 404 | Yes/No | [action] |
| 429 | Yes/No | [action] |
| 500 | Yes/No | [action] |

### Network Errors
| Error Type | Handled | Action |
|------------|---------|--------|
| Timeout | Yes/No | [action] |
| Connection refused | Yes/No | [action] |
| DNS failure | Yes/No | [action] |

## Resilience Review

### Retry Logic
```typescript
// Found retry configuration
{
  maxRetries: 3,
  backoff: "exponential"
}

Assessment: Appropriate / Needs adjustment

Circuit Breaker

  • Implemented: Yes / No
  • Threshold: [X failures]
  • Reset time: [Y seconds] Assessment: Appropriate / Needs implementation

Timeouts

Operation Timeout Appropriate?
Connect 5s Yes
Read 30s Yes

Security Review

Critical Checks

Check Status Notes
TLS enforced PASS/FAIL
Secrets not logged PASS/FAIL [location if fail]
Input validated PASS/FAIL
Output sanitized PASS/FAIL

Credential Exposure Risks

  • No secrets in source code
  • No secrets in logs
  • No secrets in error messages

Data Handling Review

Type Safety

Direction Typed Validated
Request Yes/No Yes/No
Response Yes/No Yes/No

Transformation Quality

// Example transformation reviewed
function transform(external: ExternalType): InternalType

Assessment: Clean / Needs improvement

Issues Found

Critical (Security/Data)

Issue: [Description] Location: file.ts:45 Risk: [Impact] Fix:

// Required fix

Important (Resilience)

Issue: [Description] Location: file.ts:80 Recommendation: [What to add]

Suggestions

Issue: [Description] Nice to have: [Improvement]

Test Coverage

Integration Tests

  • Happy path tested
  • Error responses tested
  • Timeout behavior tested
  • Retry logic tested

Mocking

  • External calls properly mocked: Yes / No
  • Realistic mock responses: Yes / No

Recommendations

Required Changes

  1. [Must fix before production]

Recommended Improvements

  1. [Should fix soon]

Future Enhancements

  1. [Nice to have]

Read the full file on GitHub · 246 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 6d ago First seen · 246 lines · 7 tokens per session scan A f896aeb2b099

Subscribe to this mod's changes

liaison is an agent published in the GitHub repository parcadei/Continuous-Claude-v3 (3,936 stars, last pushed 7mo ago), licensed MIT. It adds 7 tokens to every session and 1,397 once invoked, about $0.0000 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.