Tg Hub
OpenMinis/MinisSkills
A skill for reading and writing Telegram data with Python and UV.
Every FRED endpoint, plus a local SQLite store, offline search, and macro commands no other FRED tool has.
$ npx skills add mvanhorn/printing-press-library --skill pp-fred -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install mvanhorn/printing-press-library pp-fred --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/mvanhorn/printing-press-library.git skills-src && mkdir -p .claude/skills && cp -r skills-src/cli-skills/pp-fred .claude/skills/pp-fred && 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 "pp-fred" agent skill from https://github.com/mvanhorn/printing-press-library/tree/main/cli-skills/pp-fred into .claude/skills/pp-fred/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pp-fred", 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/mvanhorn/printing-press-library/tree/main/cli-skills/pp-fredType 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 mvanhorn/printing-press-library --skill pp-fred -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install mvanhorn/printing-press-library pp-fred --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mvanhorn/printing-press-library.git skills-src && mkdir -p .agents/skills && cp -r skills-src/cli-skills/pp-fred .agents/skills/pp-fred && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "pp-fred" agent skill from https://github.com/mvanhorn/printing-press-library/tree/main/cli-skills/pp-fred into .agents/skills/pp-fred/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pp-fred", 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 mvanhorn/printing-press-library --skill pp-fred -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install mvanhorn/printing-press-library pp-fred --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mvanhorn/printing-press-library.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/cli-skills/pp-fred .cursor/skills/pp-fred && 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 "pp-fred" agent skill from https://github.com/mvanhorn/printing-press-library/tree/main/cli-skills/pp-fred into .cursor/skills/pp-fred/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pp-fred", 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/mvanhorn/printing-press-library.git --path cli-skills/pp-fred--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 mvanhorn/printing-press-library --skill pp-fred -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install mvanhorn/printing-press-library pp-fred --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mvanhorn/printing-press-library.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/cli-skills/pp-fred .gemini/skills/pp-fred && 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 "pp-fred" agent skill from https://github.com/mvanhorn/printing-press-library/tree/main/cli-skills/pp-fred into .gemini/skills/pp-fred/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pp-fred", 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 mvanhorn/printing-press-library pp-fredInstalls 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 mvanhorn/printing-press-library --skill pp-fred -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/mvanhorn/printing-press-library.git skills-src && mkdir -p .github/skills && cp -r skills-src/cli-skills/pp-fred .github/skills/pp-fred && 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 "pp-fred" agent skill from https://github.com/mvanhorn/printing-press-library/tree/main/cli-skills/pp-fred into .github/skills/pp-fred/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pp-fred", 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 mvanhorn/printing-press-library --skill pp-fred -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install mvanhorn/printing-press-library pp-fred --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mvanhorn/printing-press-library.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/cli-skills/pp-fred .opencode/skills/pp-fred && 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 "pp-fred" agent skill from https://github.com/mvanhorn/printing-press-library/tree/main/cli-skills/pp-fred into .opencode/skills/pp-fred/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pp-fred", 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.
pp-fredEvery FRED endpoint, plus a local SQLite store, offline search, and macro commands no other FRED tool has.
Pp Fred is an agent skill from mvanhorn/printing-press-library. Every FRED endpoint, plus a local SQLite store, offline search, and macro commands no other FRED tool has. Trigger phrases: what's the unemployment rate, pull CPI from FRED, fred series UNRATE, macro dashboard, compare GDP and inflation, use fred, run fred.
Its SKILL.md is about 3.2k 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 Databases. It works with SQLite. The repository describes itself as: Official library of CLIs generated by the CLI Printing Press. Endorsed, tested, and community-contributed. The licence is Apache-2.0.
3 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 0fdcc7a. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
ReadBashFrom allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
goclaudenpxFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use npx, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Names these keys or tokens, usually read from environment variables:
FRED_API_KEYFrom names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Pp Fred loads about 3.2k tokens when it runs. Until then it costs about 70 tokens; SKILL.md has 1,416 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 noted patterns worth knowing about, such as sudo or a known installer.
allowed-tools: Read, BashAutomated 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 mvanhorn/printing-press-library at commit 0fdcc7a, republished under its Apache-2.0 licence (© mvanhorn). 1,416 words, ~3,189 tokens.
.claude/skills/pp-fred/SKILL.md (or your agent's skills folder).<!-- GENERATED FILE — DO NOT EDIT.
This file is a verbatim mirror of library/other/fred/SKILL.md,
regenerated post-merge by tools/generate-skills/. Hand-edits here are
silently overwritten on the next regen. Edit the library/ source instead.
See the repository agent guide, section "Generated artifacts: registry.json, cli-skills/". -->
This skill drives the fred-pp-cli binary. You must verify the CLI is installed before invoking any command from this skill. If it is missing, install it first:
$HOME/.local/bin on macOS/Linux and %LOCALAPPDATA%\Programs\PrintingPress\bin on Windows:npx -y @mvanhorn/printing-press-library install fred --cli-onlyfred-pp-cli --version$PATH for the agent/runtime that will invoke this skill.If the npx install fails (no Node, offline, etc.), fall back to a direct Go install (requires Go 1.26.6 or newer). This installs into $GOPATH/bin (default $HOME/go/bin), so add that directory to $PATH instead:
go install github.com/mvanhorn/printing-press-library/library/other/fred/cmd/fred-pp-cli@latestIf --version reports "command not found" after install, the runtime cannot see the binary directory on $PATH. Do not proceed with skill commands until verification succeeds.
Search and pull U.S. and global economic time series from the St. Louis Fed's FRED API. Beyond mirroring every endpoint, it adds a macro dashboard, multi-series compare, a latest-value shortcut, a persistent watchlist that reports what changed, and a release calendar — all agent-native with --json and --select.
Use this CLI when an agent or analyst needs U.S. or global macroeconomic time series — unemployment, inflation, GDP, interest rates, and tens of thousands more — programmatically. It is ideal for fetching current indicator values, pulling historical series for analysis, comparing indicators, and tracking a watchlist over time.
Do not use this CLI for:
These capabilities aren't available in any other tool for this API.
dashboard — Latest value of a curated set of headline U.S. indicators (unemployment, CPI, GDP, fed funds, 10Y, payrolls) in one call.
Reach for this when an agent needs a quick read on the U.S. economy without choosing and fetching individual series IDs.
fred-pp-cli dashboard --jsonseries compare — Pull observations for multiple series and align them by date into one table or JSON for correlation.
Use when comparing or correlating two or more indicators over the same window.
fred-pp-cli series compare UNRATE CPIAUCSL --start 2020-01-01 --jsonseries latest — The single most recent observation (date + value) for a series, as a one-liner.
Use when you only need the current print of an indicator, not its history.
fred-pp-cli series latest UNRATE --jsonwatchlist sync — Persist a set of series locally, sync their latest observations into SQLite, and report which ones moved since the last sync.
Use to track a personal set of indicators and surface only the ones that changed.
fred-pp-cli watchlist sync --jsonrelease calendar — Recent and upcoming economic data release dates within a day window, aggregated across all releases.
Use to see what economic data is dropping soon without scanning hundreds of releases.
fred-pp-cli release calendar --days 7 --jsoncategory — Browse the FRED category tree
fred-pp-cli category children — List child categories under a categoryfred-pp-cli category get — Get a category by ID (root category is 0)fred-pp-cli category related — List categories related to a categoryfred-pp-cli category series — List the series within a categoryfred-pp-cli category tags — List tags for the series in a categoryrelease — Data releases and their schedules
fred-pp-cli release dates — List release dates for all releases (the economic release calendar)fred-pp-cli release get — Get a single release by IDfred-pp-cli release list — List all data releases on FREDfred-pp-cli release release-dates — List release dates for a single releasefred-pp-cli release series — List the series in a releasefred-pp-cli release sources — List the sources for a releaseseries — Economic data series — search, metadata, and observations
fred-pp-cli series categories — List the categories a series belongs tofred-pp-cli series get — Get metadata for a single series by ID (e.g. UNRATE, GDP, CPIAUCSL)fred-pp-cli series observations — Pull the observation values (the actual time series) for a seriesfred-pp-cli series release — Get the release that a series belongs tofred-pp-cli series search — Search for series by full-text query (e.g. 'unemployment rate')fred-pp-cli series tags — List FRED tags attached to a seriesfred-pp-cli series updates — List series recently updated on FREDfred-pp-cli series vintagedates — List real-time vintage dates for a series (when data was revised)source — Sources of economic data
fred-pp-cli source get — Get a single source by IDfred-pp-cli source list — List all sources of economic data on FREDfred-pp-cli source releases — List the releases for a sourcetags — Discover series via FRED tags
fred-pp-cli tags list — List FRED tags, optionally filteredfred-pp-cli tags related — List tags related to a set of tagsfred-pp-cli tags series — List series matching a set of tagsWhen you know what you want to do but not which command does it, ask the CLI directly:
fred-pp-cli which "<capability in your own words>"which resolves a natural-language capability query to the best matching command from this CLI's curated feature index. Exit code 0 means at least one match; exit code 2 means no confident match — fall back to --help or use a narrower query.
fred-pp-cli series latest UNRATE --jsonOne-liner for the most recent print of any indicator.
fred-pp-cli series observations CPIAUCSL --units pc1 --sort-order desc --limit 12 --json --select observations.date,observations.valueUses FRED's pc1 transform for YoY percent change and --select to trim the payload.
fred-pp-cli series compare UNRATE CPIAUCSL --start 2020-01-01 --jsonAligns multiple series by date into one structure for correlation.
fred-pp-cli release calendar --days 7 --jsonWindowed view of upcoming and recent economic releases.
Run fred-pp-cli auth setup to print the URL and steps for getting a key (add --launch to open the URL). Then set:
export FRED_API_KEY="<your-key>"Or persist it in ~/.config/fred-pp-cli/config.toml.
Run fred-pp-cli doctor to verify setup.
Add --agent to any command. Expands to: --json --compact --no-input --no-color --yes.
Pipeable — JSON on stdout, errors on stderr
Filterable — --select keeps a subset of fields. Dotted paths descend into nested structures; arrays traverse element-wise. Critical for keeping context small on verbose APIs:
fred-pp-cli category get 0 --agent --select id,name,statusPreviewable — --dry-run shows the request without sending
Offline-friendly — sync/search commands can use the local SQLite store when available
Non-interactive — never prompts, every input is a flag
Read-only — do not use this CLI for create, update, delete, publish, comment, upvote, invite, order, send, or other mutating requests
Commands that read from the local store or the API wrap output in a provenance envelope:
{
"meta": {"source": "live" | "local", "synced_at": "...", "reason": "..."},
"results": <data>
}Parse .results for data and .meta.source to know whether it's live or local. A human-readable N results (live) summary is printed to stderr only when stdout is a terminal AND no machine-format flag (--json, --csv, --compact, --quiet, --plain, --select) is set — piped/agent consumers and explicit-format runs get pure JSON on stdout.
When you (or the agent) notice something off about this CLI, record it:
fred-pp-cli feedback "the --since flag is inclusive but docs say exclusive"
fred-pp-cli feedback --stdin < notes.txt
fred-pp-cli feedback list --json --limit 10Entries are stored locally at ~/.local/share/fred-pp-cli/feedback.jsonl. They are never POSTed unless FRED_FEEDBACK_ENDPOINT is set AND either --send is passed or FRED_FEEDBACK_AUTO_SEND=true. Default behavior is local-only.
Write what surprised you, not a bug report. Short, specific, one line: that is the part that compounds.
Every command accepts --deliver <sink>. The output goes to the named sink in addition to (or instead of) stdout, so agents can route command results without hand-piping. Three sinks are supported:
| Sink | Effect |
|---|---|
stdout | Default; write to stdout only |
file:<path> | Atomically write output to <path> (tmp + rename) |
webhook:<url> | POST the output body to the URL (application/json or application/x-ndjson when --compact) |
Unknown schemes are refused with a structured error naming the supported set. Webhook failures return non-zero and log the URL + HTTP status on stderr.
A profile is a saved set of flag values, reused across invocations. Use it when a scheduled agent calls the same command every run with the same configuration - HeyGen's "Beacon" pattern.
fred-pp-cli profile save briefing --json
fred-pp-cli --profile briefing category get 0
fred-pp-cli profile list --json
fred-pp-cli profile show briefing
fred-pp-cli profile delete briefing --yesExplicit flags always win over profile values; profile values win over defaults. agent-context lists all available profiles under available_profiles so introspecting agents discover them at runtime.
| Code | Meaning |
|---|---|
| 0 | Success |
| 2 | Usage error (wrong arguments) |
| 3 | Resource not found |
| 4 | Authentication required |
| 5 | API error (upstream issue) |
| 7 | Rate limited (wait and retry) |
| 10 | Config error |
Parse $ARGUMENTS:
help, or --help → show fred-pp-cli --help outputinstall → ends with mcp → MCP installation; otherwise → see Prerequisites above--agent)go install github.com/mvanhorn/printing-press-library/library/other/fred/cmd/fred-pp-mcp@latestclaude mcp add fred-pp-mcp -- fred-pp-mcpclaude mcp listwhich fred-pp-cli
If not found, offer to install (see Prerequisites at the top of this skill).--agent flag:fred-pp-cli <command> [subcommand] [args] --agentfred-pp-cli <command> --help.© mvanhorn, 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 cli-skills/pp-fred of mvanhorn/printing-press-library.
Open the folder on GitHubat commit 0fdcc7a
Pp Fred 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 |
|---|---|---|---|---|---|---|
| Pp Fred this skillmvanhorn/printing-press-library | 2.1k | — | ~3.2k | Automated safety check: Notes | Apache-2.0 | |
| Tg HubOpenMinis/MinisSkills | 444 | — | ~2.3k | Automated safety check: Notes | MIT | |
| Iptvnator Sqlite DB Worker4gray/iptvnator | 7.3k | — | ~824 | Automated safety check: Pass | MIT | |
| Analyze Nsys Profilemlc-ai/pith-train | 355 | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | |
| Reactive Sqlite UIfastrepl/anarlog | 9.5k | — | ~699 | Automated safety check: Pass | MIT | |
| Composer Forensicsdxos/dxos | 525 | — | ~3.1k | Automated safety check: Pass | Custom licence |
OpenMinis/MinisSkills
A skill for reading and writing Telegram data with Python and UV.
4gray/iptvnator
A skill your agent uses when changing Electron SQLite IPC, database-worker operations, request-scoped progress or cancellation, worker packaging, or runtime verification of non-EPG database work.
mlc-ai/pith-train
Query a captured PithTrain Nsight Systems profile to measure compute/communication overlap, locate exposed comm by DualPipeV stage, and inspect per-rank stream behavior.
fastrepl/anarlog
Build SQLite-backed reactive UI in apps/desktop using stable patterns for reads, selection, forms, writes, and loading states.
dxos/dxos
Forensically inspect and repair Composer browser profiles — offline (Chrome OPFS / SQLite extract) or live via /recovery.html debug port.
fastrepl/anarlog
Design or review schemas for crates/cloudsync using SQLite Sync constraints, not generic SQLite advice.
mvanhorn/printing-press-library
Desktop automation through the real Rust agent-desktop CLI, published in Printing Press through a small bridge.
mvanhorn/printing-press-library
Search, browse, and download Google Fonts from the terminal via the gfonts CLI.
mvanhorn/printing-press-library
The free, offline Trigger phrases: search 1688 for, find a factory on 1688 for, wholesale price on 1688 for, who is the cheapest supplier on 1688 for, compare 1688 suppliers for, use 1688, run 1688.
mvanhorn/printing-press-library
Inspect known Activity Japan plan IDs or URLs, compare dated prices and sessions, check language-sitemap coverage, and hand off to canonical booking pages.
mvanhorn/printing-press-library
Every Admin By Request portal action, plus a local SQLite mirror of audit, events, inventory and requests for ad-hoc...
mvanhorn/printing-press-library
macOS screen capture, window recording, GIF conversion, and agent evidence bundles from the terminal.
Works with
Categories
Every FRED endpoint, plus a local SQLite store, offline search, and macro commands no other FRED tool has. Pp Fred is an agent skill from mvanhorn/printing-press-library. Every FRED endpoint, plus a local SQLite store, offline search, and macro commands no other FRED tool has.
Pp Fred fits situations like: phrases: whats the unemployment rate; pull CPI from FRED; fred series UNRATE; macro dashboard.
Run `npx skills add mvanhorn/printing-press-library --skill pp-fred -a claude-code`. Or copy the skill folder (cli-skills/pp-fred in mvanhorn/printing-press-library) into .claude/skills/pp-fred in your project. Claude Code loads it when a task matches its description.
Run `npx skills add mvanhorn/printing-press-library --skill pp-fred -a codex`. Or copy the skill folder (cli-skills/pp-fred in mvanhorn/printing-press-library) into .agents/skills/pp-fred 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 mvanhorn/printing-press-library --skill pp-fred -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/pp-fred, .gemini/skills/pp-fred, .github/skills/pp-fred and .opencode/skills/pp-fred in your project.
Going by SKILL.md and its folder, Pp Fred needs the command-line tools its instructions call (go, claude and npx) and credentials named FRED_API_KEY. Our summary lists: Node.js; A credential in FRED_API_KEY. Its frontmatter pre-approves these tools: Read, Bash.
SKILL.md contains no URLs. Its commands use npx, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
Pp Fred is published under the Apache-2.0 licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 3.2k tokens (SKILL.md is roughly 13k 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 Pp Fred: Tg Hub (OpenMinis/MinisSkills, 444 stars), Iptvnator Sqlite DB Worker (4gray/iptvnator, 7.3k stars), Analyze Nsys Profile (mlc-ai/pith-train, 355 stars) and Reactive Sqlite UI (fastrepl/anarlog, 9.5k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
mvanhorn (a GitHub user) maintains it in mvanhorn/printing-press-library, which has 2,053 GitHub stars. The repository holds 505 skills in this directory. The repository was last updated on October 7, 2026.
Source: mvanhorn/printing-press-library on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.