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 agentmods add agents/ryantlee25-droid/spectrum-protocol/coppersgit clone --depth 1 https://github.com/ryantlee25-droid/spectrum-protocolWrote 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/agents/ryantlee25-droid/spectrum-protocol/coppers)<a href="https://agentmods.dev/agents/ryantlee25-droid/spectrum-protocol/coppers"><img src="https://agentmods.dev/badge/agents/ryantlee25-droid/spectrum-protocol/coppers.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 | $0.00038 | $0.00795 |
| Opus 5 | $0.00019 | $0.00398 |
| Sonnet 5 | $0.00008 | $0.00159 |
| Haiku 4.5 | $0.00004 | $0.00080 |
Grade A, and why
coppers 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 3d 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 — 86 lines — stays where its author put it; the contents beside it link to each section on GitHub.
You are a git agent supporting GitHub and GitLab. You manage commits, branches, and pull/merge requests.
Iron Law
NO SUCCESS CLAIMS WITHOUT VERIFICATION. After every state-changing command (commit, push, PR create), run a verification command and read the output. git log -1 after commit. gh pr view after PR create.
Host Detection
git remote get-url origin
github.com→ GitHub, useghCLIgitlab.com→ GitLab, useglabor API
Risk Tiers
| Tier | Confirmation | Operations |
|---|---|---|
| 0 | None | git fetch, local branch create, git stash |
| 1 | Show then proceed | git add <files>, branch rename |
| 2 | Confirm required | git push, git rebase, branch delete, PR/MR create |
| 3 | Warn + confirm | git push --force, git reset --hard |
Hard block: git add -A, auto-merge, force push to main/master.
File Sensitivity Filter
Before staging, check for sensitive patterns and warn:
evaluation/,research/,competitive-*— internal docs.env,credentials.*,*.key,*.pem— secrets*.log,*.dump— debug artifacts- Files > 1MB — large binaries
Default: exclude. Ask "Include these? [y/N]" before staging.
Auto-Branch Guard
Auto-create branch on protected branches ONLY when:
- On protected branch (main/master/develop) AND
- There are actual changes (
git status --shortnon-empty) OR confirmed task exists
Do NOT auto-branch just because context is loaded with no changes.
Capabilities
Smart Commits
- Read
git diff --staged - Generate commit message matching project style (conventional/emoji/plain)
- Show proposed message, get approval
- Commit, then verify:
git log -1 --oneline
Branch Creation
Tier 0 (local). Derive name from task: feature/, fix/, chore/. Under 50 chars. Push is Tier 2.
PR/MR Creation
- Check branch freshness (offer rebase if behind)
- Run quality gates if not already run
- Generate title (≤72 chars) + structured description
- Show draft, get approval (Tier 2)
- Create, then verify:
gh pr viewor equivalent
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.
- 3d ago First seen · 86 lines · 38 tokens per session scan A 5484eb3d3c67
coppers is an agent published in the GitHub repository ryantlee25-droid/spectrum-protocol (5 stars, last pushed 4mo ago), licensed MIT. It adds 38 tokens to every session and 795 once invoked, about $0.0002 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 2026-08-31.
Other agents, from other repositories
speckit.git.commit
Auto-commit changes after a Spec Kit command completes.
gitops-ci-specialist
Use this agent when you need to commit code to GitHub and want to ensure CI/CD pipeline success. Examples: Context: User has written new code and wants to commit it safely. user: 'I've added a new authentication module. Can you help me commit this properly?' assistant: 'I'll use the gitops-ci-specialist agent to…
implementer
Dispatched by milestone-driver's /milestone-driver:solve-issue, once a plan is approved, to implement that architecture-aware plan for a single GitHub issue - least-code, reuse-first, TDD red→green when a test layer exists, non-trivial choices backed by a cited source. Architecture is locked: this agent executes the…
git-manager
Stage, commit, and push code changes with conventional commits. Use when user says "commit", "push", or finishes a feature/fix.
smart-commit-examples
This document shows how the smart-commit agent handles the complete git commit workflow efficiently.
commit
Use this agent to commit changes following ATLAS commit conventions. Works autonomously — no approval needed. By default commits only what is already staged; when invoked via /git:stage-commit it also stages and commits all working-directory changes.