Borrowing it
Nothing to install: this file belongs to ScientiaCapital/unsloth-mcp-server. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/ScientiaCapital/unsloth-mcp-server/main/.claude/commands/begin.mdgit clone --depth 1 https://github.com/ScientiaCapital/unsloth-mcp-serverWrote 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/commands/scientiacapital/unsloth-mcp-server/begin)<a href="https://agentmods.dev/commands/scientiacapital/unsloth-mcp-server/begin"><img src="https://agentmods.dev/badge/commands/scientiacapital/unsloth-mcp-server/begin.svg" alt="Measured on agentmods" height="20"></a>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 | $0.00015 | $0.01046 |
| Opus 5 | $0.00008 | $0.00523 |
| Sonnet 5 | $0.00003 | $0.00209 |
| Haiku 4.5 | $0.00002 | $0.00105 |
Grade A, and why
begin scanned grade A with 1 finding 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 6d 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.
Reads agent configuration directorieslowAgent snooping
.claude/, .codex/, .gemini/ hold keys, settings and other credentials a mod has no legitimate need for.
! `cat .claude/PROJECT_CONTEXT.md 2>/dev/null || echo "No PROJECT_CONTEXT.md found — will generate one."` Downgraded: this mod is about security review, or the phrase is quoted, so it is likely naming the pattern rather than instructing it.
How it starts
The opening of the file, as written. The whole thing — 124 lines — stays where its author put it; the contents beside it link to each section on GitHub.
/begin — Start Day Workflow v2
You are executing Tim's Start Day workflow. Mode: $ARGUMENTS (default: "full" if blank).
Dynamic Context
Current project state:
! cat .claude/PROJECT_CONTEXT.md 2>/dev/null || echo "No PROJECT_CONTEXT.md found — will generate one."
Git state:
! git status --short 2>/dev/null | head -10
! git log --oneline -5 2>/dev/null
Unresolved blockers:
! cat .claude/observers/ALERTS.md 2>/dev/null || echo "No alerts."
Cost state:
! jq '.' ~/.claude/daily-cost.json 2>/dev/null || echo '{"spent": 0, "budget_monthly": 100}'
Instructions
Mode Detection
If $1 is "light" OR the only planned work today is docs/typos/config/single-file patches:
- Run Phase 1 only, then report ready status
- Skip Phases 2-4
If $1 is "full" or blank:
- Run all 4 phases in order
Phase 1: Context Sync + Environment Health (~3 min)
- Read
.claude/PROJECT_CONTEXT.md— verify it matches the current project. If missing, auto-generate from git log + package.json/pyproject.toml - Show git state (branch, ahead/behind, dirty files)
- Environment health checks:
package.jsonexists but nonode_modules? → warn "Run npm install"requirements.txtexists but no.venv? → warn "Run pip install".env.exampleexists but no.env? → warn "Copy .env.example → .env"
- Cost check: show MTD spend vs $100/mo budget with percentage
- Show any unresolved items from
.claude/observers/ALERTS.md- BLOCKERs must be cleared or moved to Backlog.md with owner + ETA before new feature work
Phase 2: Observer Audit (~5 min) [FULL DAY ONLY]
Run two observer audits as point-in-time checks (NOT persistent daemons):
Code Quality Observer (use haiku model if spawning subagent):
- Audit
git diff HEAD~5..HEADfor: tech debt, test gaps, silent exception handlers, hardcoded values, unused imports - Write findings to
.claude/observers/QUALITY.md - Format:
[CRITICAL | WARNING | INFO] — file:line — description — fix
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.
- 6d ago First seen · 124 lines · 15 tokens per session scan A bcc764e972da
begin is a command published in the GitHub repository ScientiaCapital/unsloth-mcp-server (2 stars, last pushed 5mo ago), licensed Apache-2.0. It adds 15 tokens to every session and 1,046 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 1 finding (reads agent configuration directories). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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