Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add xg-gh-25/SwarmAI --skill s_workspace-findergit clone --depth 1 https://github.com/xg-gh-25/SwarmAIWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/xg-gh-25/swarmai/s_workspace-finder)<a href="https://agentmods.dev/skills/xg-gh-25/swarmai/s_workspace-finder"><img src="https://agentmods.dev/badge/skills/xg-gh-25/swarmai/s_workspace-finder/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/xg-gh-25/swarmai/s_workspace-finder"><img src="https://agentmods.dev/badge/skills/xg-gh-25/swarmai/s_workspace-finder.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00079 | $0.01519 |
| Opus 5 | $0.00039 | $0.00759 |
| Sonnet 5 | $0.00016 | $0.00304 |
| Haiku 4.5 | $0.00008 | $0.00152 |
Grade A, and why
workspace-finder scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 162 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Workspace Finder
Find anything in SwarmWS using natural language. Translates user intent into efficient CLI commands.
Quick Reference
| User says | Tool chain |
|---|---|
| "find files about authentication" | grep -rl "auth" --include="*.md" --include="*.py" --include="*.ts" |
| "what changed in the last 3 days" | git log --since="3 days ago" --name-only --pretty=format:"" |
| "find all TODO comments" | grep -rn "TODO|FIXME|HACK|XXX" --include="*.py" --include="*.ts" --include="*.tsx" |
| "show me large files over 1MB" | find . -type f -size +1M -not -path './.git/*' |
| "Python files modified this week" | find . -name "*.py" -mtime -7 -not -path './.git/*' |
| "what files did the agent create today" | git log --since="today" --diff-filter=A --name-only --pretty=format:"" |
| "find empty directories" | find . -type d -empty -not -path './.git/*' |
| "files with merge conflicts" | git diff --name-only --diff-filter=U |
Search Strategies
1. By Name / Pattern
# Exact name
find . -name "MEMORY.md" -not -path './.git/*'
# Pattern (glob)
find . -name "*.test.ts" -not -path './.git/*' -not -path '*/node_modules/*'
# Case-insensitive
find . -iname "*readme*" -not -path './.git/*'
2. By Content
# Simple text search (recursive, with line numbers)
grep -rn "pattern" --include="*.py" --include="*.ts"
# Files containing pattern (names only)
grep -rl "pattern" --include="*.md"
# Regex search
grep -rn -E "def (test_|_test)" --include="*.py"
# Context around matches
grep -rn -B2 -A2 "pattern" --include="*.py"
# Exclude directories
grep -rn "pattern" --exclude-dir={.git,node_modules,__pycache__,.venv}
3. By Time
# Modified in last N days
find . -type f -mtime -3 -not -path './.git/*'
# Modified today
find . -type f -mtime 0 -not -path './.git/*'
# Git: changes since date
git log --since="2026-03-14" --name-only --pretty=format:"" | sort -u
# Git: files changed in last N commits
git diff --name-only HEAD~5
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 9d ago First seen · 162 lines · 79 tokens per session scan A e9159b2c746e
workspace-finder is a skill published in the GitHub repository xg-gh-25/SwarmAI (44 stars, last pushed today), licensed MIT. It adds 79 tokens to every session and 1,519 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
Other skills, from other repositories
checkpoint-management
Git-backed state management for safe rollback. Create and restore checkpoints with tagged commits and metadata tracking.
workspace-analyzer
Inspect a workspace, identify temporary files, and perform only approved cleanup or organization steps.
fix-once-auto-inject
One-time fixes get repeated manually.
skills-release
Release workflow for the edloidas/skills collection. Validates git state, analyzes commits since the last tag, recommends a version bump (major/minor/patch), updates Claude and Codex packaging metadata, commits, tags, and pushes.
save
Lightweight incremental checkpoint for a long autonomous run — refresh the handoff, commit converged work, and push, fired frequently (after each subagent merge, periodically, and when nearing the rate-limit → then ScheduleWakeup past the window reset). Complements /pause (deliberate one-shot handoff) and /resume (the…
GitHub PR Workflow
Move cleanly through branch, diff, review, validation, and PR update steps without losing scope or repository-native workflow.