Agenttrace Session Audit
luoyuctl/agenttrace
Audit local AI coding-agent sessions with agenttrace. An agent skill from luoyuctl/agenttrace.
Find local coding-agent sessions, inspect bounded metadata or summaries, and prepare a read-only resume plan with AGF.
$ npx skills add subinium/agf --skill agf -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install subinium/agf agf --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/subinium/agf.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/agf .claude/skills/agf && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "agf" agent skill from https://github.com/subinium/agf/tree/main/skills/agf into .claude/skills/agf/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agf", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/subinium/agf/tree/main/skills/agfType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add subinium/agf --skill agf -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install subinium/agf agf --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/subinium/agf.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/agf .agents/skills/agf && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "agf" agent skill from https://github.com/subinium/agf/tree/main/skills/agf into .agents/skills/agf/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agf", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add subinium/agf --skill agf -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install subinium/agf agf --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/subinium/agf.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/agf .cursor/skills/agf && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "agf" agent skill from https://github.com/subinium/agf/tree/main/skills/agf into .cursor/skills/agf/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agf", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/subinium/agf.git --path skills/agf--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add subinium/agf --skill agf -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install subinium/agf agf --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/subinium/agf.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/agf .gemini/skills/agf && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "agf" agent skill from https://github.com/subinium/agf/tree/main/skills/agf into .gemini/skills/agf/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agf", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install subinium/agf agfInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add subinium/agf --skill agf -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/subinium/agf.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/agf .github/skills/agf && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "agf" agent skill from https://github.com/subinium/agf/tree/main/skills/agf into .github/skills/agf/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agf", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add subinium/agf --skill agf -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install subinium/agf agf --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/subinium/agf.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/agf .opencode/skills/agf && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "agf" agent skill from https://github.com/subinium/agf/tree/main/skills/agf into .opencode/skills/agf/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agf", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
agfFind local coding-agent sessions, inspect bounded metadata or summaries, and prepare a read-only resume plan with AGF.
Agf is an agent skill from subinium/agf. Find local coding-agent sessions, inspect bounded metadata or summaries, and prepare a read-only resume plan with AGF. Use for finding prior work across agent CLIs, not for executing agents, deleting sessions, or reading full transcripts.
Its SKILL.md is about 1.3k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It works with Rust, Kimi and Qwen. The repository describes itself as: Find, search, and resume local AI coding-agent sessions across Muse Code, Claude Code, Codex, Antigravity, Grok, Kimi, Qwen, Gemini, Cursor, and more. The licence is MIT.
4 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit fc592e1. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md (its code samples are json and bash).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Agf loads about 1.3k tokens when it runs. Until then it costs about 61 tokens; SKILL.md has 621 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from subinium/agf at commit fc592e1, republished under its MIT licence (© subinium). 621 words, ~1,286 tokens.
.claude/skills/agf/SKILL.md (or your agent's skills folder).Use AGF's read-only MCP tools when available. Otherwise use its JSON CLI commands.
Do not scrape agent stores, parse TUI output, or use the legacy list --format json
as a substitute for the versioned automation API.
agf_capabilities with {} to inspect the configured scope, available
providers, API limits and native CLI availability. Availability is a filesystem
snapshot, not a version check or proof that resume will succeed.agf_search_sessions with a narrow query and relevant agent/project.
Omit summaries unless the user needs content-based discovery. The defaults
are limit: 20, offset: 0, include_summaries: false and
include_non_interactive: false. Never try to widen a fixed server scope.agent, session_id and project_path
returned by AGF. Resolve ambiguity with the user rather than selecting a
similarly named session. Use agf_get_session for exact metadata; request
bounded summaries only when needed. Full transcripts are not exposed.agf_resume_plan with the exact
agent and session_id. Omit mode by default. Describe the returned
program, literal args, storage-root env, cwd and availability checks.
The result is data only: executed: false, requires_user_action: true.
Native CLI launch is a separate human workflow, not an MCP action.Example tool arguments:
{"query":"parser","agent":"codex","limit":10}{"agent":"codex","session_id":"exact-id-from-search","include_summaries":true}{"agent":"codex","session_id":"exact-id-from-search"}program,
args, env or cwd into a shell command or pass returned data to eval.
The environment map contains storage roots, not credentials or arbitrary
environment overrides. Preserve it during any separately approved native
launch so a changed working directory does not select another store.MCP tool results contain the same JSON envelope in structuredContent and text:
schema_version, agf_version, ok, and either data or error with code
and message. Inspect ok and warnings; do not turn a scanner failure into
"no sessions found." Empty successful searches have sessions: [], total: 0
and next_offset: null. Argument deserialization failures instead produce SDK
error tool results containing text without an AGF envelope. Unknown tools produce
JSON-RPC errors. Handle these SDK failures separately from core error codes.
Search pages use fresh snapshots. Follow next_offset only while needed,
deduplicate identities across pages, and do not assume the store stays still.
The maximum page size is 200; query text is limited to 1024 UTF-8 bytes.
Summaries are opt-in and limited to three per session, each at most 1024 bytes.
On busy, wait for outstanding work to finish before a bounded retry. Cancellation
does not immediately stop a blocking filesystem scan or free its capacity. On
out_of_scope, do not silently start an unscoped server. On ambiguous_session,
request an exact project-scoped CLI lookup or a user-approved scoped connection.
These commands print versioned JSON and never launch an agent:
agf capabilities --agent codex --project /absolute/project
agf search parser --agent codex --project /absolute/project --limit 10
agf show exact-id-from-search --agent codex --project /absolute/project
agf resume-plan exact-id-from-search --agent codex --project /absolute/projectUse literal arguments through the host's command API. agf resume and bare agf
are separate interactive/native workflows, not read-only substitutes.
The repository's docs/AGENT_INTEGRATION.md documents all fields, limits and
client setup examples; installing this skill alone does not install that file.
© subinium, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in skills/agf of subinium/agf.
Open the folder on GitHubat commit fc592e1
Agf next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Agf this skillsubinium/agf | 156 | — | ~1.3k | Automated safety check: Pass | MIT | |
| Agenttrace Session Auditluoyuctl/agenttrace | 140 | 1 repos | ~656 | Automated safety check: Pass | MIT | |
| Luvus ModuleRizRiyz/luvus | 957 | — | ~2.5k | Automated safety check: Pass | Apache-2.0 | |
| Crossreviewcoddy-project/coddy-agent | 167 | — | ~3.3k | Automated safety check: Pass | MIT | |
| Add Modelguoqingbao/xinfer | 333 | — | ~4.2k | Automated safety check: Notes | MIT | |
| Model Architecture Diagram FinderBBuf/AI-Infra-Auto-Driven-SKILLS | 911 | — | ~1.2k | Automated safety check: Pass | None |
luoyuctl/agenttrace
Audit local AI coding-agent sessions with agenttrace. An agent skill from luoyuctl/agenttrace.
RizRiyz/luvus
Write a luvus module (an extension for luvus, mission control for your AI coding agents).
coddy-project/coddy-agent
Run when the user invokes /crossreview (or /crossreview:setup to choose the reviewers) or asks for a cross-review, a quorum review or a second opinion from other agents or models: fan a code review…
guoqingbao/xinfer
Adapt and port new LLM model architectures to this xinfer project.
BBuf/AI-Infra-Auto-Driven-SKILLS
Looks up public original architecture diagrams for named LLM, vision-language, MoE, diffusion and OCR models and returns the image with its source attribution.
pleaseai/shunt
Build, launch, and drive shunt — the Claude Code LLM gateway (a Rust/axum Anthropic-Messages proxy).
Find local coding-agent sessions, inspect bounded metadata or summaries, and prepare a read-only resume plan with AGF. Agf is an agent skill from subinium/agf. Find local coding-agent sessions, inspect bounded metadata or summaries, and prepare a read-only resume plan with AGF.
Agf fits situations like: finding prior work across agent CLIs; not for executing agents; deleting sessions; reading full transcripts.
Run `npx skills add subinium/agf --skill agf -a claude-code`. Or copy the skill folder (skills/agf in subinium/agf) into .claude/skills/agf in your project. Claude Code loads it when a task matches its description.
Run `npx skills add subinium/agf --skill agf -a codex`. Or copy the skill folder (skills/agf in subinium/agf) into .agents/skills/agf in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add subinium/agf --skill agf -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/agf, .gemini/skills/agf, .github/skills/agf and .opencode/skills/agf in your project.
SKILL.md names no scripts, command-line tools or credentials: Agf is instructions for the agent only.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Agf is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.3k tokens (SKILL.md is roughly 5.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Agf: Agenttrace Session Audit (luoyuctl/agenttrace, 140 stars), Luvus Module (RizRiyz/luvus, 957 stars), Crossreview (coddy-project/coddy-agent, 167 stars) and Add Model (guoqingbao/xinfer, 333 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
subinium (a GitHub user) maintains it in subinium/agf, which has 156 GitHub stars. The repository was last updated on October 1, 2026.
Source: subinium/agf on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.