Skill Manager

Agent Skill Manager

Agent Skill Manager is a cross-platform local registry for agent capabilities. It manages skills, commands, agents, workflows, plugins, tools, MCP servers, and prompt templates across multiple Agent runtimes.

The manager is intentionally local-first:

• Registry database: ~/.agent-skill-manager/skills.db
• Config file: ~/.agent-skill-manager/config.json
• Reports: ~/.agent-skill-manager/reports/
• Backups: ~/.agent-skill-manager/backups/

Platforms

Default configured platforms:

• Public: ~/.agents/skills
• Codex: ~/.codex/skills, ~/.codex/plugins/cache
• Claude Code: ~/.claude/commands, ~/.claude/agents, project .claude/commands, project .claude/agents
• OpenClaw: ~/.openclaw/skills, ~/.openclaw/plugins, ~/.openclaw/tools, ~/.openclaw/workflows
• Hermes: ~/.hermes

If a platform uses different local paths, edit ~/.agent-skill-manager/config.json after the first run.

Commands

Prefer the cross-platform Python entrypoint:

python3 ~/.agents/skills/skill-manager/scripts/agent_skill_manager.py scan
python3 ~/.agents/skills/skill-manager/scripts/agent_skill_manager.py list
python3 ~/.agents/skills/skill-manager/scripts/agent_skill_manager.py web --open

On Unix-like systems, the shorter wrapper is:

~/.agents/skills/skill-manager/bin/asm scan
~/.agents/skills/skill-manager/bin/asm list
~/.agents/skills/skill-manager/bin/asm web --open

On Windows, the PowerShell wrapper forwards to the Python implementation and auto-detects py -3, python, or python3:

powershell -ExecutionPolicy Bypass -File "$env:USERPROFILE\.agents\skills\skill-manager\scripts\start-manager.ps1"
powershell -ExecutionPolicy Bypass -File "$env:USERPROFILE\.agents\skills\skill-manager\scripts\install-windows.ps1"
powershell -ExecutionPolicy Bypass -File "$env:USERPROFILE\.agents\skills\skill-manager\scripts\skill-manager.ps1" -Action Scan
powershell -ExecutionPolicy Bypass -File "$env:USERPROFILE\.agents\skills\skill-manager\scripts\skill-manager.ps1" -Action List
powershell -ExecutionPolicy Bypass -File "$env:USERPROFILE\.agents\skills\skill-manager\scripts\skill-manager.ps1" -Action Web

Windows users can also double-click scripts\start-manager.cmd.

Inventory

Use when the user asks what skills are installed, which platform they belong to, whether they are active, or what versions they are on.

asm scan
asm list
asm list --platform codex
asm search pdf
asm show skill-manager
asm duplicates

The registry normalizes each item into a capability:

• id
• name
• kind
• platform
• path
• status
• health
• version
• source_type
• GitHub metadata when present
• usage counters

Supported kinds include:

• skill
• command
• agent
• workflow
• plugin
• tool
• mcp-server
• prompt-template
• unknown

Status

Status changes are real filesystem moves for editable capabilities. Deactivate moves a capability from its configured source root into the matching .disabled root. Activate moves it back.

asm activate skill-manager --platform codex
asm deactivate skill-manager --platform codex

Use deactivate for capabilities that should stop being loaded by platforms that scan the active source root. Use delete only when the capability should be backed up and removed from disk.

Usage

Usage can be logged from a user action, a runtime hook, a session-log parser, or manually:

asm log-use skill-manager --platform codex --source manual --confidence high
asm usage --days 30

Usage sources should be interpreted by confidence:

• runtime-hook: direct instrumentation, high confidence
• session-log: parsed from transcripts, medium confidence
• manual: explicitly recorded by the user or agent, high confidence
• ui: recorded from the HTML admin interface, high confidence
• inferred: weak text inference, low confidence

Health

Run health checks when the user asks whether skills are broken, incomplete, missing metadata, or badly tracked:

asm health

Health checks currently validate:

• path exists
• SKILL.md exists for normalized skill directories
• remote-backed items have source metadata when available
• version is known when possible

Version Checks

Remote-backed capabilities are detected from repository metadata in SKILL.md frontmatter or _meta.json, including GitHub, GitLab, Gitee, GitCode, and skills.sh URLs.

asm check-updates
asm outdated
asm update skill-name --dry-run

Automatic overwrite is intentionally conservative. The update command reports local and remote hashes and leaves the final file update to a reviewed operation.

The HTML admin provides a reviewed update flow:

• Check bound repository metadata first, including GitHub, GitLab, Gitee, GitCode, and skills.sh URLs found in github_url, homepage, or repository.
• If GitHub is unavailable, try validated GitCode GitHub mirror candidates before falling through to discovery sources.
• If no bound source is usable, search SkillsMP, then find-skills / skills.sh.
• Update channels record search/check/download/update success and failure counts; enabled discovery channels with higher scores are tried first.
• If a newer remote version is found, confirm before backing up and replacing every selected local copy.
• If no newer remote version is found but local copies have different versions, offer to unify all local copies to the highest local version.
• Builtin/plugin cache capabilities are not updated or deleted from the UI.

Recommended metadata:

github_url: https://github.com/owner/repo
github_hash: commit-or-version-hash
github_ref: main
github_path: skills/example/SKILL.md
local_updated_at: 2026-06-02T00:00:00+08:00

Reports

Generate a management report:

asm report

The report includes:

• total capabilities
• active and inactive counts
• zero usage in 30 days
• metadata gaps
• top usage
• cleanup candidates

HTML Admin

Start the local backend HTML dashboard:

asm web --host 127.0.0.1 --port 8765 --open

The dashboard supports:

• English/Chinese language toggle
• scan and refresh
• platform/status/source filtering
• search
• usage visibility
• usage event viewer
• source management
• update channel management
• install skills from GitHub, GitLab, Gitee, GitCode, skills.sh, or zip links
• background Smart Scan checks with full, platform, or grade scopes
• real activate by moving files back from .disabled
• real deactivate by moving files into .disabled
• checked update flow
• delete with confirmation
• health check
• report generation

The HTML admin is served only from the local Python process. It uses the same SQLite registry as the CLI.

Windows open-box path:

• Requires Python 3.9+ with one of py -3, python, or python3 available.
• scripts\start-manager.ps1 starts the local dashboard and opens the browser.
• scripts\start-manager.cmd provides a double-click launcher.
• scripts\install-windows.ps1 checks Python and creates the default %USERPROFILE%\.agents\skills folder.
• Git is optional for scanning and the dashboard, but some update/install sources need Git in PATH.

Safety

• Do not delete skills by default.
• Prefer deactivate over delete when the user wants a reversible change.
• Back up capability paths before any destructive or overwrite operation:

asm backup skill-name --platform codex

• Deleting from the HTML admin requires a browser confirmation and then creates a backup before removing files.
• CLI deletion requires explicit confirmation:

asm delete skill-name --platform codex --yes

• Treat builtin/plugin cache skills as managed inventory, not user-owned source.
• For OpenClaw and Hermes, use config-driven roots until the local runtime path contract is confirmed.
• Public skills are displayed as public in English and 公共 in Chinese.