MCP Observatory
4m ago Tracked 47,911 Last 4m ago 24h 2,658
github Python re-analysis due unconfirmed MCP

CodeAlive-AI/ai-driven-development

github

Practices, protocols, and skills for AI-driven software development. Skills and safety hooks for Claude Code, Codex, OpenCode, Cursor, Antigravity, and any agent supporting the Agent Skills standard.

maintainer
CodeAlive-AI
license
MIT
first seen
2026-06-07
last seen
2026-08-26
releases · 30d
18
short id

Drift inferred · capture-to-capture

No drift recorded — single capability capture; advisories appear once its surface changes.

capabilities 0 tools
transport stdio counts 0 tools · 0 res · 0 prompts permission surface via code analysis

No tools enumerated yet for this server.

skills & danger signals github-tarball
prompt-surface shipped agent-instruction files + hidden-content / dangerous-code findings — quoted from the analyzed source

analyzed commit c6cecbe · analyzer v32 · 1w ago

skills & prompt files 43

danger signals2

code evidence vv9.0.1 · github-tarball
evidence-backed findings quoted directly from the published source artifact — not inferred

code files: 130

filesystem 67

  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/agentic-readiness/scripts/audit_repo.py :18 from pathlib import Path
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/agentic-readiness/scripts/test_audit_repo.py :9 from pathlib import Path
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/agents-consilium/scripts/lib/backend_contract.py :18 import shutil
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/agents-consilium/scripts/lib/code_review_validate.py :26 from pathlib import Path
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/agents-consilium/scripts/lib/debug_tape.py :32 from pathlib import Path
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/agents-consilium/scripts/lib/dedup-findings.py :28 import pathlib
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/agents-consilium/scripts/lib/normalize_stream.py :590 inp = open(args.input, "r", encoding="utf-8", errors="replace")
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/agents-consilium/scripts/lib/prompt_pipeline.py :28 from pathlib import Path
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/agents-consilium/scripts/lib/redact_stream.py :9 from pathlib import Path
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/agents-consilium/scripts/lib/steer/adapters/claude.py :9 from pathlib import Path
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/agents-consilium/scripts/lib/steer/adapters/codex.py :15 from pathlib import Path
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/agents-consilium/scripts/lib/steer/adapters/grok.py :38 from pathlib import Path
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/agents-consilium/scripts/lib/steer/adapters/opencode.py :26 from pathlib import Path
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/agents-consilium/scripts/lib/steer/config_loader.py :5 from pathlib import Path
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/agents-consilium/scripts/lib/steer/control.py :10 from pathlib import Path
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/agents-consilium/scripts/lib/steer/jsonrpc.py :66 self._raw_fp = open(path, "a", encoding="utf-8")
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/agents-consilium/scripts/lib/steer/mailbox.py :6 from pathlib import Path
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/agents-consilium/scripts/lib/steer/registry.py :6 from pathlib import Path
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/agents-consilium/scripts/lib/steer/supervisor.py :9 from pathlib import Path
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/agents-consilium/scripts/lib/steer/util.py :14 from pathlib import Path
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/agents-consilium/scripts/lib/steer/waiter.py :18 from pathlib import Path
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/agents-consilium/scripts/lib/validate_judge_output.py :10 from pathlib import Path
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/agents-consilium/scripts/lib/workflow_plans.py :21 from pathlib import Path
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/agents-consilium/scripts/tests/runtime_contracts.py :11 from pathlib import Path
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/agents-consilium/scripts/tests/steer/test_steer_e2e.py :8 import shutil
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/fetch-url-as-markdown/scripts/fetch_url.py :22 from pathlib import Path
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/fpf-problem-solving/scripts/split_spec.py :17 import shutil
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/hooks-management/scripts/validate_hooks.py :24 from pathlib import Path
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/investigating-repository-history/scripts/compact_pr.py :16 from pathlib import Path
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/investigating-repository-history/scripts/history_context.py :22 from pathlib import Path
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/investigating-repository-history/scripts/validate_skill.py :9 from pathlib import Path
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/investigating-repository-history/tests/test_skill.py :17 import shutil
  • fs CodeAlive-AI-ai-driven-development-c6cecbe/skills/maintaining-macos-health/assets/apply-cleanup-selection.py :52 from pathlib import Path
  • fs CodeAlive-AI-ai-driven-development-c6cecbe/skills/maintaining-macos-health/assets/render-cleanup-plan.py :69 from pathlib import Path
  • fs CodeAlive-AI-ai-driven-development-c6cecbe/skills/maintaining-windows-health/assets/apply-cleanup-selection.py :78 from pathlib import Path
  • fs CodeAlive-AI-ai-driven-development-c6cecbe/skills/maintaining-windows-health/assets/render-cleanup-plan.py :71 from pathlib import Path
  • fs CodeAlive-AI-ai-driven-development-c6cecbe/skills/maintaining-windows-health/assets/test_validate_command.py :19 from pathlib import Path
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/plugins-management/scripts/init_marketplace.py :13 from pathlib import Path
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/plugins-management/scripts/init_plugin.py :13 from pathlib import Path
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/plugins-management/scripts/prepare_submission.py :24 from pathlib import Path
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/plugins-management/scripts/validate_plugin.py :13 from pathlib import Path
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/repo-activity-summary/scripts/activity_summary.py :1235 with open(args.output, "w", encoding="utf-8") as f:
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/repo-activity-summary/tests/test_activity_summary.py :7 import shutil
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/semantic-scholar-deep/scripts/citation_graph.py :40 from pathlib import Path
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/skills-management/scripts/agents.py :8 from pathlib import Path
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/skills-management/scripts/aggregate_runs.py :18 from pathlib import Path
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/skills-management/scripts/audit_skill_duplicates.py :18 from pathlib import Path
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/skills-management/scripts/blind_comparator.py :29 import shutil
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/skills-management/scripts/copy_skill.py :5 import shutil
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/skills-management/scripts/delete_skill.py :5 import shutil
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/skills-management/scripts/detect_agents.py :7 from pathlib import Path
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/skills-management/scripts/diff_skill_versions.py :11 import shutil
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/skills-management/scripts/eval_viewer.py :20 from pathlib import Path
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/skills-management/scripts/install_skill.py :6 import shutil
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/skills-management/scripts/list_agent_skills.py :8 from pathlib import Path
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/skills-management/scripts/list_skills.py :9 from pathlib import Path
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/skills-management/scripts/log_skill_edit.py :16 from pathlib import Path
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/skills-management/scripts/move_skill.py :5 import shutil
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/skills-management/scripts/move_skill_agent.py :5 import shutil
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/skills-management/scripts/optimize_skill.py :33 import shutil
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/skills-management/scripts/review_skill.py :8 from pathlib import Path
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/skills-management/scripts/show_skill.py :9 from pathlib import Path
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/skills-management/scripts/transfer_test.py :15 import shutil
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/skills-management/scripts/trigger_test.py :18 from pathlib import Path
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/skills-management/tests/test_audit_skill_duplicates.py :4 from pathlib import Path
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/skills-management/tests/test_install_skill.py :4 from pathlib import Path
  • fs (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/windows-qa-engineer/scripts/skill_installer.py :25 from pathlib import Path

shell / exec 24

  • shell (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/agentic-readiness/scripts/audit_repo.py :14 import subprocess
  • shell (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/agentic-readiness/scripts/test_audit_repo.py :6 import subprocess
  • shell (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/agents-consilium/scripts/lib/steer/adapters/claude.py :6 import subprocess
  • shell (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/agents-consilium/scripts/lib/steer/adapters/opencode.py :20 import subprocess
  • shell (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/agents-consilium/scripts/lib/steer/jsonrpc.py :6 import subprocess
  • shell (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/agents-consilium/scripts/lib/terminal_guard.py :17 import subprocess
  • shell (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/agents-consilium/scripts/tests/runtime_contracts.py :7 import subprocess
  • shell (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/agents-consilium/scripts/tests/steer/test_steer_e2e.py :10 import subprocess
  • shell (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/investigating-repository-history/scripts/compact_pr.py :14 import subprocess
  • shell (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/investigating-repository-history/scripts/history_context.py :16 import subprocess
  • shell (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/investigating-repository-history/tests/test_skill.py :18 import subprocess
  • shell CodeAlive-AI-ai-driven-development-c6cecbe/skills/maintaining-macos-health/assets/apply-cleanup-selection.py :49 import subprocess
  • shell CodeAlive-AI-ai-driven-development-c6cecbe/skills/maintaining-macos-health/assets/render-cleanup-plan.py :1223 os.system(f"open '{url}'")
  • shell CodeAlive-AI-ai-driven-development-c6cecbe/skills/maintaining-windows-health/assets/apply-cleanup-selection.py :75 import subprocess
  • shell CodeAlive-AI-ai-driven-development-c6cecbe/skills/maintaining-windows-health/assets/render-cleanup-plan.py :1262 os.system(f"open '{url}'")
  • shell (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/plugins-management/scripts/prepare_submission.py :21 import subprocess
  • shell (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/repo-activity-summary/scripts/activity_summary.py :20 import subprocess
  • shell (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/repo-activity-summary/tests/test_activity_summary.py :8 import subprocess
  • shell (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/skills-management/scripts/audit_skill_duplicates.py :15 import subprocess
  • shell (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/skills-management/scripts/blind_comparator.py :30 import subprocess
  • shell (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/skills-management/scripts/diff_skill_versions.py :12 import subprocess
  • shell (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/skills-management/scripts/optimize_skill.py :35 import subprocess
  • shell (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/skills-management/scripts/trigger_test.py :16 import subprocess
  • shell (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/windows-qa-engineer/scripts/skill_installer.py :22 import subprocess

network 4

  • net (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/agents-consilium/scripts/lib/steer/adapters/opencode.py :23 import urllib.error
  • net (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/agents-consilium/scripts/lib/steer/util.py :277 from urllib.parse import urlparse
  • net (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/plugins-management/scripts/prepare_submission.py :23 import urllib.parse
  • net (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/semantic-scholar-deep/scripts/ss_client.py :27 import urllib.error

secrets 1

  • secrets (weak) CodeAlive-AI-ai-driven-development-c6cecbe/skills/semantic-scholar-deep/scripts/ss_client.py :50 api_key = os.environ.get("SEMANTIC_SCHOLAR_API_KEY")

declared dependencies 2

  • github.com/BurntSushi/toml@v1.6.0
  • mvdan.cc/sh/v3@v3.13.1

clipboard 1

  • clipboard shell call CodeAlive-AI-ai-driven-development-c6cecbe/skills/plugins-management/scripts/prepare_submission.py :340 process = subprocess.Popen(['pbcopy'], stdin=subprocess.PIPE)