Canary Watch
affaan-m/ECC
A skill your agent uses to monitor and verify a deployed URL after releases — checks HTTP endpoints, SSE streams, static assets, console errors, and performance regressions after deploys, merges, or…
Check a web page or feed for something worth telling the user about, remembering what was already reported so nothing repeats.
$ npx skills add amd/gaia --skill source-watch -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install amd/gaia source-watch --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/amd/gaia.git skills-src && mkdir -p .claude/skills && cp -r skills-src/hub/skills/source-watch .claude/skills/source-watch && 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 "source-watch" agent skill from https://github.com/amd/gaia/tree/main/hub/skills/source-watch into .claude/skills/source-watch/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "source-watch", 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/amd/gaia/tree/main/hub/skills/source-watchType 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 amd/gaia --skill source-watch -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install amd/gaia source-watch --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/amd/gaia.git skills-src && mkdir -p .agents/skills && cp -r skills-src/hub/skills/source-watch .agents/skills/source-watch && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "source-watch" agent skill from https://github.com/amd/gaia/tree/main/hub/skills/source-watch into .agents/skills/source-watch/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "source-watch", 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 amd/gaia --skill source-watch -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install amd/gaia source-watch --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/amd/gaia.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/hub/skills/source-watch .cursor/skills/source-watch && 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 "source-watch" agent skill from https://github.com/amd/gaia/tree/main/hub/skills/source-watch into .cursor/skills/source-watch/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "source-watch", 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/amd/gaia.git --path hub/skills/source-watch--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 amd/gaia --skill source-watch -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install amd/gaia source-watch --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/amd/gaia.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/hub/skills/source-watch .gemini/skills/source-watch && 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 "source-watch" agent skill from https://github.com/amd/gaia/tree/main/hub/skills/source-watch into .gemini/skills/source-watch/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "source-watch", 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 amd/gaia source-watchInstalls 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 amd/gaia --skill source-watch -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/amd/gaia.git skills-src && mkdir -p .github/skills && cp -r skills-src/hub/skills/source-watch .github/skills/source-watch && 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 "source-watch" agent skill from https://github.com/amd/gaia/tree/main/hub/skills/source-watch into .github/skills/source-watch/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "source-watch", 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 amd/gaia --skill source-watch -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install amd/gaia source-watch --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/amd/gaia.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/hub/skills/source-watch .opencode/skills/source-watch && 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 "source-watch" agent skill from https://github.com/amd/gaia/tree/main/hub/skills/source-watch into .opencode/skills/source-watch/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "source-watch", 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.
source-watchCheck a web page or feed for something worth telling the user about, remembering what was already reported so nothing repeats.
Source Watch is an agent skill from amd/gaia. Check a web page or feed for something worth telling the user about, remembering what was already reported so nothing repeats. Use when the user asks to watch, monitor, or check a URL for changes, new items, or a condition being met.
Its SKILL.md is about 700 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The repository describes itself as: Build AI agents for your PC. The licence is MIT.
6 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 6c3bb5c. 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.
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.
Source Watch loads about 698 tokens when it runs. Until then it costs about 62 tokens; SKILL.md has 353 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 amd/gaia at commit 6c3bb5c, republished under its MIT licence (© amd). 353 words, ~698 tokens.
.claude/skills/source-watch/SKILL.md (or your agent's skills folder).The generic watcher. Fetch a source, decide whether anything matches, suppress what was already reported, and say something only when there is news. Every other watcher in this pack is a fork of this one.
The user supplies these; ask for any that are missing before the first run.
| Setting | Meaning | Example |
|---|---|---|
| Source | The URL to fetch | https://example.com/releases |
| Match | What counts as interesting | "any version above 3.0" |
| Memory key | Where seen items are recorded | watch:example-releases |
recall(query="<memory key>", limit=50). This is what stops the watcher
telling the user the same thing every run.fetch_page(url). If the fetch fails, report the
failure and stop — an empty page is not "no news", and treating it as such is
how a watcher silently dies.remember(fact="<memory key>: <identifier> — <one-line summary>", category="fact")
for each new item, so the next run suppresses it.gaia schedule add --cron ... --prompt ...), but it cannot yet run a
skill on a schedule — --skill is rejected at creation time. Until that is
wired, "watching" means you invoke the skill and it checks.recall / remember tools are
absent, the watcher still works but repeats itself every run — say so rather
than pretending it de-duplicated.Copy the directory, rename it and its name field, then specialize step 3
(what an item is) and step 4 (what counts as interesting). price-watch in this
pack is exactly that fork.
© amd, 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 hub/skills/source-watch of amd/gaia.
Open the folder on GitHubat commit 6c3bb5c
Source Watch 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 |
|---|---|---|---|---|---|---|
| Source Watch this skillamd/gaia | 1.6k | — | ~698 | Automated safety check: Pass | MIT | |
| Canary Watchaffaan-m/ECC | 274k | 1 repos | ~770 | Automated safety check: Pass | MIT | |
| Canary Watchaffaan-m/ECC | 274k | — | ~405 | Automated safety check: Pass | MIT | |
| Canary Watchaffaan-m/ECC | 274k | — | ~414 | Automated safety check: Pass | MIT | |
| Watchtaoufik123-collab/claude-watch | 930 | — | ~5.8k | Automated safety check: Warn | MIT | |
| Feedsalsk1992/CloddsBot | 2.9k | — | ~1.8k | Automated safety check: Pass | MIT |
affaan-m/ECC
A skill your agent uses to monitor and verify a deployed URL after releases — checks HTTP endpoints, SSE streams, static assets, console errors, and performance regressions after deploys, merges, or…
affaan-m/ECC
このスキルを使用して、デプロイメント、マージ、または依存関係アップグレード後にデプロイされたURLの回帰を監視します. An agent skill from affaan-m/ECC.
affaan-m/ECC
使用此技能在部署、合并或依赖升级后监控已部署的URL是否存在回归问题。
taoufik123-collab/claude-watch
Watch a video (URL or local path) like an editor. An agent skill from taoufik123-collab/claude-watch.
alsk1992/CloddsBot
Real-time market data feeds from 8 prediction market platforms
gooseworks-ai/goose-skills
Watch a rendered video (whole file or specific ranges) at a chosen fidelity and emit a timestamp-keyed observation report.
amd/gaia
Adds a release eval scorecard to a GAIA hub agent by writing a harness adapter, running a real eval, and wiring the result into the agent's README and release gate.
amd/gaia
Walks through releasing a GAIA sidecar agent as a frozen binary plus npm client through the tag-triggered Agent Hub CI pipeline, with a human gate before publishing.
amd/gaia
Mines local Claude Code session transcripts with a deterministic Python pipeline to show what the agent is actually used for, how often it fails and what it costs.
amd/gaia
Benchmarks AMD's GAIA agent against Claude Code and across models on quality, honesty, steps, tokens, time and real cost, using gaia eval tasks.
amd/gaia
Guides safe code changes by finding the right file with grep or semantic search, reading before editing, reproducing bugs first, and proving a fix with a real test run.
amd/gaia
Walks through scaffolding, writing and testing a new GAIA agent as a Python class with the SDK, from the base Agent subclass to registered tool methods.
Check a web page or feed for something worth telling the user about, remembering what was already reported so nothing repeats. Source Watch is an agent skill from amd/gaia. Check a web page or feed for something worth telling the user about, remembering what was already reported so nothing repeats.
Source Watch fits situations like: the user asks to watch; check a URL for changes; A condition being met.
Run `npx skills add amd/gaia --skill source-watch -a claude-code`. Or copy the skill folder (hub/skills/source-watch in amd/gaia) into .claude/skills/source-watch in your project. Claude Code loads it when a task matches its description.
Run `npx skills add amd/gaia --skill source-watch -a codex`. Or copy the skill folder (hub/skills/source-watch in amd/gaia) into .agents/skills/source-watch 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 amd/gaia --skill source-watch -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/source-watch, .gemini/skills/source-watch, .github/skills/source-watch and .opencode/skills/source-watch in your project.
SKILL.md names no scripts, command-line tools or credentials: Source Watch 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.
Source Watch is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 698 tokens (SKILL.md is roughly 2.8k 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 Source Watch: Canary Watch (affaan-m/ECC, 274k stars), Canary Watch (affaan-m/ECC, 274k stars), Canary Watch (affaan-m/ECC, 274k stars) and Watch (taoufik123-collab/claude-watch, 930 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
amd (a GitHub organization) maintains it in amd/gaia, which has 1,580 GitHub stars. The repository holds 44 skills in this directory. The repository was last updated on October 6, 2026.
Source: amd/gaia on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.