How should coding-agent be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this skill.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

Crawler Summary

coding-agent answer-first brief

Coding assistant using agent CLIs (Codex, Claude Code) for reviews, refactoring, and implementation. Primary mode: direct CLI with session resume and permission bypass. Secondary mode: tmux wrappers for durable TTY sessions. Activates dev persona for pragmatic, experienced developer guidance. --- name: coding-agent description: "Coding assistant using agent CLIs (Codex, Claude Code) for reviews, refactoring, and implementation. Primary mode: direct CLI with session resume and permission bypass. Secondary mode: tmux wrappers for durable TTY sessions. Activates dev persona for pragmatic, experienced developer guidance." metadata: {"openclaw":{"emoji":"💻","requires":{"bins":["gh"],"anyBins":["codex","claude Published capability contract available. No trust telemetry is available yet. 3 GitHub stars reported by the source. Last updated 2/24/2026.

Freshness

Last checked 2/23/2026

Best For

Contract is available with explicit auth and schema references.

Not Ideal For

coding-agent is not ideal for teams that need stronger public trust telemetry, lower setup complexity, or more explicit contract coverage before production rollout.

Evidence Sources Checked

editorial-content, capability-contract, runtime-metrics, public facts pack

Card Facts Snapshot Contract Trust

Claim this agent

Agent DossierGitHubSafety: 100/100

coding-agent

MCPverified

Public facts

Change events

Artifacts

Freshness

Feb 23, 2026

Verifiededitorial-content1 verified compatibility signal3 GitHub stars

Published capability contract available. No trust telemetry is available yet. 3 GitHub stars reported by the source. Last updated 2/24/2026.

3 GitHub starsSchema refs publishedTrust evidence available

Trust score

Unknown

Compatibility

MCP

Freshness

Feb 23, 2026

Vendor

Kesslerio

Artifacts

Benchmarks

Last release

Unpublished

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Published capability contract available. No trust telemetry is available yet. 3 GitHub stars reported by the source. Last updated 2/24/2026.

View Source

Setup snapshot

git clone https://github.com/kesslerio/coding-agent-openclaw-skill.git

1
Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
2
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Evidence Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content

Vendor (1)

Vendor

Kesslerio

profilemedium

Observed Feb 24, 2026Source link Provenance

Compatibility (2)

Protocol compatibility

MCP

contracthigh

Observed Feb 24, 2026Source link Provenance

Auth modes

mcp, api_key

contracthigh

Observed Feb 24, 2026Source link Provenance

Artifact (1)

Machine-readable schemas

OpenAPI or schema references published

contracthigh

Observed Feb 24, 2026Source link Provenance

Adoption (1)

Adoption signal

3 GitHub stars

profilemedium

Observed Feb 24, 2026Source link Provenance

Security (1)

Handshake status

UNKNOWN

trustmedium

Observed unknownSource link Provenance

Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium

Observed Apr 15, 2026Source link Provenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Docs Update

Docs refreshed: Sign in to GitHub · GitHub

search_documentmedium

Fresh crawlable documentation was indexed for the official domain.

Observed Apr 15, 2026

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB OPENCLEW

Extracted files

Examples

Snippets

Languages

typescript

Parameters

Executable Examples

bash

# Generate read-only plan artifact
scripts/code-plan --engine codex --repo /path/to/repo "Add feature X"

# Execute approved plan
scripts/code-implement --plan /path/to/repo/.ai/plans/<plan>.md

bash

# Codex — full autonomy, no TTY needed
codex --yolo exec -c model_reasoning_effort="high" "Implement feature X. No questions."
codex exec resume --last    # restore context from last session

# Claude Code — full autonomy, no TTY needed
claude -p --dangerously-skip-permissions "Implement feature X"
claude -p --resume <id>     # restore specific session
claude -p -c "Follow up"    # continue most recent session

bash

# Implementation (3 min timeout, tmux)
"${CODING_AGENT_DIR:-./}/scripts/code-implement" "Implement feature X in /path/to/repo"

text

Implementation: Codex CLI (direct) → Codex CLI (tmux) → Claude CLI → BLOCKED
Reviews:        Codex CLI (direct) → Claude CLI → BLOCKED

⛔ NEVER skip to direct edits — request user override instead

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Full README

name: coding-agent description: "Coding assistant using agent CLIs (Codex, Claude Code) for reviews, refactoring, and implementation. Primary mode: direct CLI with session resume and permission bypass. Secondary mode: tmux wrappers for durable TTY sessions. Activates dev persona for pragmatic, experienced developer guidance." metadata: {"openclaw":{"emoji":"💻","requires":{"bins":["gh"],"anyBins":["codex","claude"],"env":[]}}}

Coding Agent Skill 💻

When to Use

Trigger this skill when the user wants:

Code review, PR review, or standards review
Implementation or refactoring
GitHub workflows, commits, and PRs

Execution Modes

Plan Mode (new)

Use plan-first workflow before risky implementation:

# Generate read-only plan artifact
scripts/code-plan --engine codex --repo /path/to/repo "Add feature X"

# Execute approved plan
scripts/code-implement --plan /path/to/repo/.ai/plans/<plan>.md

Plan artifacts are written to .ai/plans/*.md with machine-checkable status metadata. code-implement --plan enforces approval status (or requires explicit --force bypass).

Primary: Direct CLI (Session Resume + Permission Bypass)

Agent CLIs now support non-interactive execution with full autonomy and session persistence:

Reasoning default policy for Codex implementation:

Use -c model_reasoning_effort="high" for feature implementation and architectural refactors.
Use medium/low for simple fixes, docs-only updates, or when the user explicitly asks for fast/cheap execution.

# Codex — full autonomy, no TTY needed
codex --yolo exec -c model_reasoning_effort="high" "Implement feature X. No questions."
codex exec resume --last    # restore context from last session

# Claude Code — full autonomy, no TTY needed
claude -p --dangerously-skip-permissions "Implement feature X"
claude -p --resume <id>     # restore specific session
claude -p -c "Follow up"    # continue most recent session

Secondary: tmux Wrappers (Optional)

For long-running implementation tasks where TTY logging and session durability are needed:

# Implementation (3 min timeout, tmux)
"${CODING_AGENT_DIR:-./}/scripts/code-implement" "Implement feature X in /path/to/repo"

Multi-Phase Workflow (Session Resume)

Full issue → implement → PR → review → fix cycle using session resume:

Implement: codex --yolo exec -c model_reasoning_effort="high" "Implement feature from issue #N"
Create PR: gh pr create --title "feat: ..." --body "..."
Review: timeout 600s codex review --base <base> --title "Review PR #N"
Fix issues: codex exec resume --last (context preserved)
Re-review: timeout 600s codex review --base <base> --title "Re-review PR #N"
Merge: gh pr merge

<base> = repo's default branch (main, master, or trunk). Detect with: git symbolic-ref refs/remotes/origin/HEAD 2>/dev/null | sed 's@^refs/remotes/origin/@@' Fallback if origin/HEAD is unset: git remote show origin | sed -n '/HEAD branch/s/.*: //p'

Non-Negotiable Rules (Summary)

Use agent CLIs — Never write code directly. Use Codex CLI or Claude Code CLI (direct or via tmux wrappers). Do not switch to MCP orchestration unless explicitly required.
Feature branch — Always use a feature branch for changes.
PR before done — Always create a PR before completion.
GitHub hygiene — Precise titles, structured bodies, explicit test commands, AI disclosure.
No --max-turns — Let agent runs complete naturally.
Adequate timeouts — Minimum 600s for reviews.
Self-audit before completion — Run implementation and review audit checklists before marking done.

Self-Audit Policy (Option A)

Self-audit is required when any of these are true:

Code or config changed.
Tests changed or should have changed.
Review is requested (PR review, standards review, architecture/code quality review).
Docs changed with executable commands/examples.

Self-audit may be skipped only for:

Pure informational answers with zero repo changes.
User explicitly asks for raw output only.

If skipped, state why it was skipped.

Fallback Chain

Implementation: Codex CLI (direct) → Codex CLI (tmux) → Claude CLI → BLOCKED
Reviews:        Codex CLI (direct) → Claude CLI → BLOCKED

⛔ NEVER skip to direct edits — request user override instead

Implementation mode is configurable:

CODING_AGENT_IMPL_MODE=direct|tmux|auto (default: direct)
auto selects tmux first only when running in an interactive TTY with tmux available

Tooling + Workflow References

Read these before doing any work:

references/WORKFLOW.md for branch, PR, review order, multi-phase workflows
references/STANDARDS.md for coding standards and limits
references/quick-reference.md for commands and guardrails
references/tooling.md for CLI usage, session management, and timeouts
references/codex-cli.md for canonical Codex CLI workflows (exec, review, resume, MCP distinctions)
references/claude-code.md for Claude Code CLI reference and session resume
references/reviews.md for review formats and GH review posting
references/examples.md for violation examples and recovery
references/templates/plan-system-prompt.txt for deterministic plan mode output contract
references/templates/plan-template.md for plan artifact structure
references/frontend-design.md for frontend-design-ultimate source refs

Humanizer Usage (User-Facing Copy)

For user-facing long-form text (status updates, outreach copy, explanatory prose), default to a humanization pass:

Preferred command: /humanizer
Keep exact technical artifacts unchanged (commands, code, IDs, links, payloads, legal text).
If unavailable, fall back to original text and proceed.

Persona

You are Dev: pragmatic, experienced, and direct. Explain tradeoffs and risks. Prefer simple, working solutions.

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

Verifiedcapability-contract

Endpoints

Dossier API Snapshot API Contract API Trust API

Contract coverage

Status

ready

Auth

mcp, api_key

Streaming

Data region

global

Protocol support

MCP: verified

Requires: mcp, lang:typescript

Forbidden: none

Guardrails

Operational confidence: medium

Contract is available with explicit auth and schema references.

Trust confidence is not low and verification freshness is acceptable.

Protocol support is explicitly confirmed in contract metadata.

Invocation examples

curl -s "https://xpersona.co/api/v1/agents/kesslerio-coding-agent-openclaw-skill/snapshot"

curl -s "https://xpersona.co/api/v1/agents/kesslerio-coding-agent-openclaw-skill/contract"

curl -s "https://xpersona.co/api/v1/agents/kesslerio-coding-agent-openclaw-skill/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media

No screenshots, media assets, or demo links are available.

Related Agents

Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

Self-declaredprotocol-neighbors

GITLAB_AI_CATALOGgitlab-mcp

Rank

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP

GITLAB_PUBLIC_PROJECTSgitlab-mcp

Rank

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP

GITLAB_AI_CATALOGrmcp-openapi

Rank

Expose OpenAPI definition endpoints as MCP tools using the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)

Traction

No public download signal

Freshness

Updated 2d ago

MCP

GITLAB_AI_CATALOGrmcp-actix-web

Rank

An actix_web backend for the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)

Traction

No public download signal

Freshness

Updated 2d ago

MCP

Machine Appendix

Contract JSON

{
  "contractStatus": "ready",
  "authModes": [
    "mcp",
    "api_key"
  ],
  "requires": [
    "mcp",
    "lang:typescript"
  ],
  "forbidden": [],
  "supportsMcp": true,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": "https://github.com/kesslerio/coding-agent-openclaw-skill#input",
  "outputSchemaRef": "https://github.com/kesslerio/coding-agent-openclaw-skill#output",
  "dataRegion": "global",
  "contractUpdatedAt": "2026-02-24T19:57:20.168Z",
  "sourceUpdatedAt": "2026-02-24T19:57:20.168Z",
  "freshnessSeconds": 4427341
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/kesslerio-coding-agent-openclaw-skill/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/kesslerio-coding-agent-openclaw-skill/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/kesslerio-coding-agent-openclaw-skill/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/kesslerio-coding-agent-openclaw-skill/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/kesslerio-coding-agent-openclaw-skill/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/kesslerio-coding-agent-openclaw-skill/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "MCP"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-04-17T01:46:21.515Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [
    {
      "key": "MCP",
      "type": "protocol",
      "support": "supported",
      "confidenceSource": "contract",
      "notes": "Confirmed by capability contract"
    },
    {
      "key": "non",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:MCP|supported|contract capability:non|supported|profile"
}

Facts JSON

[
  {
    "factKey": "docs_crawl",
    "category": "integration",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "MCP",
    "href": "https://xpersona.co/api/v1/agents/kesslerio-coding-agent-openclaw-skill/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/kesslerio-coding-agent-openclaw-skill/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:57:20.168Z",
    "isPublic": true
  },
  {
    "factKey": "auth_modes",
    "category": "compatibility",
    "label": "Auth modes",
    "value": "mcp, api_key",
    "href": "https://xpersona.co/api/v1/agents/kesslerio-coding-agent-openclaw-skill/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/kesslerio-coding-agent-openclaw-skill/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:57:20.168Z",
    "isPublic": true
  },
  {
    "factKey": "schema_refs",
    "category": "artifact",
    "label": "Machine-readable schemas",
    "value": "OpenAPI or schema references published",
    "href": "https://github.com/kesslerio/coding-agent-openclaw-skill#input",
    "sourceUrl": "https://xpersona.co/api/v1/agents/kesslerio-coding-agent-openclaw-skill/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:57:20.168Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Kesslerio",
    "href": "https://github.com/kesslerio/coding-agent-openclaw-skill",
    "sourceUrl": "https://github.com/kesslerio/coding-agent-openclaw-skill",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:43:14.176Z",
    "isPublic": true
  },
  {
    "factKey": "traction",
    "category": "adoption",
    "label": "Adoption signal",
    "value": "3 GitHub stars",
    "href": "https://github.com/kesslerio/coding-agent-openclaw-skill",
    "sourceUrl": "https://github.com/kesslerio/coding-agent-openclaw-skill",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:43:14.176Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/kesslerio-coding-agent-openclaw-skill/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/kesslerio-coding-agent-openclaw-skill/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub · GitHub",
    "description": "Fresh crawlable documentation was indexed for the official domain.",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  }
]