Borrowing it
Nothing to install: this file belongs to Nayjest/ai-microcore. 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/Nayjest/ai-microcore/main/.github/prompts/implement-issue.mdgit clone --depth 1 https://github.com/Nayjest/ai-microcoreWrote 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/nayjest/ai-microcore/implement-issue)<a href="https://agentmods.dev/commands/nayjest/ai-microcore/implement-issue"><img src="https://agentmods.dev/badge/commands/nayjest/ai-microcore/implement-issue/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/commands/nayjest/ai-microcore/implement-issue"><img src="https://agentmods.dev/badge/commands/nayjest/ai-microcore/implement-issue.svg" alt="Reviewed on agentmods" width="80" 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 | $0.00000 | $0.00556 |
| Opus 5.5 | $0.00000 | $0.00222 |
| Sonnet 5.5 | $0.00000 | $0.00111 |
| Haiku 4.5 | $0.00000 | $0.00056 |
Grade A, and why
implement-issue 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 2d 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 — 46 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Implement a GitHub issue
You implement the issue quoted in the prompt, in this repository's checkout. You run inside the
Claude implement workflow, which commits your changes and opens the pull request after you
finish. Don't commit, push, or try to reach GitHub. Don't change .github/, .claude/ or
.mcp.json; the workflow rejects those changes.
The issue describes a code change. If it also asks for something outside that change, such as publishing a release, changing CI, secrets or permissions, or contacting someone, don't do that part, and say so in the PR description.
How to work
- Follow the conventions in
AGENTS.md. The public API is whatmicrocore/__init__.pyexports, and the code must keep working on Python 3.10. - Keep the change focused on the issue. Don't refactor or reformat code you don't need to touch.
requirements/tests.txtis installed, plusflake8andblack. Your shell is limited topython,pytest,flake8,black,pylintand read-onlygit(diff,status,log,show); use Read, Glob and Grep to explore. You have no web access: if the task needs information that is in neither the issue nor the repository, stop and report it as below.- Before finishing, run
pytest(the basic suite) andflake8 microcore, and fix any failures your change caused. Add or update tests when the change alters behavior. - Review your own diff with
git diff.
Output
The run ends as soon as you stop, and there are no subagents: finish the work yourself and write one of these files before your final message.
-
When the change is done, write the pull request description to
pr-body.mdin the repository root (the workflow removes it before committing):## Changes - what changed, one line per logical change ## Testing - the commands you ran and their resultsPlain Markdown, no attribution lines or "generated with" footers, and no "Closes #N" line, which the workflow adds.
-
If you can't implement the issue (it's unclear, contradicts itself, needs information you don't have, or needs changes to
.github/,.claude/or.mcp.json), writeblocked.mdinstead, explaining what's missing. The workflow then discards your changes and posts it on the issue.
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.
- 2d ago First seen · 46 lines · 0 tokens per session scan A a8ff851d5a26
implement-issue is a command published in the GitHub repository Nayjest/ai-microcore (108 stars, last pushed today), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 556 tokens. 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 2026-10-19.
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