Flowfile Debugging Playbook
Edwardvaneechoud/Flowfile
Symptom-to-cause triage playbook for Flowfile (core/worker/kernel/frontend/AI) — covers "no such table" DB cascades (two distinct causes), import-time Alembic migration corruption, silent…
Safely update Txtify dependencies or resolve Dependabot alerts.
$ npx skills add lkmeta/txtify --skill deps-bump -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install lkmeta/txtify deps-bump --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/lkmeta/txtify.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/deps-bump .claude/skills/deps-bump && 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 "deps-bump" agent skill from https://github.com/lkmeta/txtify/tree/main/.claude/skills/deps-bump into .claude/skills/deps-bump/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deps-bump", 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/lkmeta/txtify/tree/main/.claude/skills/deps-bumpType 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 lkmeta/txtify --skill deps-bump -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install lkmeta/txtify deps-bump --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/lkmeta/txtify.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/deps-bump .agents/skills/deps-bump && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "deps-bump" agent skill from https://github.com/lkmeta/txtify/tree/main/.claude/skills/deps-bump into .agents/skills/deps-bump/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deps-bump", 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 lkmeta/txtify --skill deps-bump -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install lkmeta/txtify deps-bump --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/lkmeta/txtify.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/deps-bump .cursor/skills/deps-bump && 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 "deps-bump" agent skill from https://github.com/lkmeta/txtify/tree/main/.claude/skills/deps-bump into .cursor/skills/deps-bump/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deps-bump", 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/lkmeta/txtify.git --path .claude/skills/deps-bump--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 lkmeta/txtify --skill deps-bump -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install lkmeta/txtify deps-bump --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/lkmeta/txtify.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/deps-bump .gemini/skills/deps-bump && 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 "deps-bump" agent skill from https://github.com/lkmeta/txtify/tree/main/.claude/skills/deps-bump into .gemini/skills/deps-bump/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deps-bump", 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 lkmeta/txtify deps-bumpInstalls 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 lkmeta/txtify --skill deps-bump -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/lkmeta/txtify.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/deps-bump .github/skills/deps-bump && 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 "deps-bump" agent skill from https://github.com/lkmeta/txtify/tree/main/.claude/skills/deps-bump into .github/skills/deps-bump/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deps-bump", 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 lkmeta/txtify --skill deps-bump -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install lkmeta/txtify deps-bump --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/lkmeta/txtify.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/deps-bump .opencode/skills/deps-bump && 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 "deps-bump" agent skill from https://github.com/lkmeta/txtify/tree/main/.claude/skills/deps-bump into .opencode/skills/deps-bump/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deps-bump", 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.
deps-bumpSafely update Txtify dependencies or resolve Dependabot alerts.
Deps Bump is an agent skill from lkmeta/txtify. Safely update Txtify dependencies or resolve Dependabot alerts. Use when asked to bump packages, fix security alerts, or when a Dependabot PR appears.
Its SKILL.md is about 590 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Development, covering Dependency management and Speech recognition and synthesis. It works with Docker, FastAPI and Python. The repository describes itself as: Web application that converts audio and video to text using AI, supporting various formats and self-hosting. The licence is Apache-2.0.
5 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit b54c884. 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.
Shell commands in SKILL.md call:
ghFrom the folder's file list and the shell code blocks in SKILL.md.
Hosts in commands or code, which the agent is likely to contact:
youtube.comFrom 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.
Deps Bump loads about 585 tokens when it runs. Until then it costs about 40 tokens; SKILL.md has 220 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 lkmeta/txtify at commit b54c884, republished under its Apache-2.0 licence (© lkmeta). 220 words, ~585 tokens.
.claude/skills/deps-bump/SKILL.md (or your agent's skills folder).torch and torchaudio move together, same version. A mismatch doesn't fail the build — it crashes the worker at import, and jobs just hang at 10%. This is the #1 trap.stable-ts ≥ 2.19.1 so pip resolves an openai-whisper that builds under modern setuptools (older ones import pkg_resources in setup.py and break the Docker build). Check stable-ts's openai-whisper constraint before bumping torch far ahead.grep -rn '<pkg>' src/. Unused packages get deleted, not bumped (transformers/accelerate/srt/webvtt-py died this way).yt-dlp rots fastest and breaks YouTube downloads silently. After bumping, verify with a real download (host venv is fine):import yt_dlp
opts = {"format": "bestaudio/best", "postprocessors": [{"key": "FFmpegExtractAudio", "preferredcodec": "mp3", "preferredquality": "192"}], "outtmpl": "yt_test.%(ext)s", "quiet": True}
yt_dlp.YoutubeDL(opts).download(["https://www.youtube.com/watch?v=jNQXAC9IVRw"]) # 19s cliprequirements.txt; test-only deps (pytest, httpx, pypdf) in requirements-dev.txt. Don't ship test tooling in the image.gh api repos/lkmeta/txtify/dependabot/alerts --paginate \
--jq '.[] | select(.state=="open") | [.security_advisory.severity, .dependency.package.name, .security_vulnerability.vulnerable_version_range, (.security_vulnerability.first_patched_version.identifier // "none")] | @tsv'Pick the newest version that is explicitly patched in the alert set rather than blindly taking latest — conservative for the ML stack, current for everything else. Alerts auto-resolve after GitHub rescans the updated manifest (minutes to hours); don't chase the counter.
Any requirements.txt change requires the full Docker E2E — the unit tests stub the ML stack and will pass even when the worker can't import: run the verify skill, Tier 2 (./scripts/docker_e2e.sh → PASS: docker E2E complete).
© lkmeta, Apache-2.0. 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 .claude/skills/deps-bump of lkmeta/txtify.
Open the folder on GitHubat commit b54c884
Deps Bump 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 |
|---|---|---|---|---|---|---|
| Deps Bump this skilllkmeta/txtify | 135 | — | ~585 | Automated safety check: Pass | Apache-2.0 | |
| Flowfile Debugging PlaybookEdwardvaneechoud/Flowfile | 375 | — | ~6.3k | Automated safety check: Pass | MIT | |
| Sync Dependabot App Depsossf/oss-crs | 165 | — | ~1.7k | Automated safety check: Notes | MIT | |
| AzureML Project ScaffoldingKilo-Org/kilo-marketplace | 190 | — | ~3.1k | Automated safety check: Notes | MIT | |
| Flowfile Build and Environment SetupEdwardvaneechoud/Flowfile | 375 | — | ~7.3k | Automated safety check: Notes | MIT | |
| Pre Pushartcc/freelingo | 162 | — | ~732 | Automated safety check: Pass | AGPL-3.0 |
Edwardvaneechoud/Flowfile
Symptom-to-cause triage playbook for Flowfile (core/worker/kernel/frontend/AI) — covers "no such table" DB cascades (two distinct causes), import-time Alembic migration corruption, silent…
ossf/oss-crs
Read every open Dependabot PR for an application-code dependency (Python pip/uv and JS npm/yarn/pnpm) and carry each version bump over to the local dependency files (requirements.txt…
Kilo-Org/kilo-marketplace
Sets up and maintains AzureML-ready Python projects as uv workspaces with devcontainers, a Makefile and job YAML, so local runs match cloud jobs and experiments stay reproducible.
Edwardvaneechoud/Flowfile
Recreates every Flowfile development and build environment from scratch, with exact version pins and an explanation of what each Makefile target really does.
artcc/freelingo
A skill your agent uses when the user asks to check before pushing, pre-push, verificar antes de pushear, run all checks, or quiere validar que todo pasa antes de hacer push.
nicepkg/auto-company
Security-focused code review checklist and automated scanning patterns.
lkmeta/txtify
Verify a Txtify change end-to-end. An agent skill from lkmeta/txtify.
Safely update Txtify dependencies or resolve Dependabot alerts. Deps Bump is an agent skill from lkmeta/txtify. Safely update Txtify dependencies or resolve Dependabot alerts.
Deps Bump fits situations like: asked to bump packages; fix security alerts; A Dependabot PR appears.
Run `npx skills add lkmeta/txtify --skill deps-bump -a claude-code`. Or copy the skill folder (.claude/skills/deps-bump in lkmeta/txtify) into .claude/skills/deps-bump in your project. Claude Code loads it when a task matches its description.
Run `npx skills add lkmeta/txtify --skill deps-bump -a codex`. Or copy the skill folder (.claude/skills/deps-bump in lkmeta/txtify) into .agents/skills/deps-bump 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 lkmeta/txtify --skill deps-bump -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/deps-bump, .gemini/skills/deps-bump, .github/skills/deps-bump and .opencode/skills/deps-bump in your project.
Going by SKILL.md and its folder, Deps Bump needs the command-line tools its instructions call (gh). Our summary lists: Python 3; Docker.
SKILL.md names 1 domain. In commands or code: youtube.com; the agent is likely to contact it when it follows the instructions. 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.
Deps Bump is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 585 tokens (SKILL.md is roughly 2.3k 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 Deps Bump: Flowfile Debugging Playbook (Edwardvaneechoud/Flowfile, 375 stars), Sync Dependabot App Deps (ossf/oss-crs, 165 stars), AzureML Project Scaffolding (Kilo-Org/kilo-marketplace, 190 stars) and Flowfile Build and Environment Setup (Edwardvaneechoud/Flowfile, 375 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
lkmeta (a GitHub user) maintains it in lkmeta/txtify, which has 135 GitHub stars. The repository holds 2 skills in this directory. The repository was last updated on August 15, 2026.
Source: lkmeta/txtify on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.