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 mthines/agent-skills --skill implement-suggestiongit clone --depth 1 https://github.com/mthines/agent-skillsWrote 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/mthines/agent-skills/implement-suggestion)<a href="https://agentmods.dev/skills/mthines/agent-skills/implement-suggestion"><img src="https://agentmods.dev/badge/skills/mthines/agent-skills/implement-suggestion.svg" alt="Measured on agentmods" 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 | $0.00314 | $0.08459 |
| Opus 5 | $0.00157 | $0.04229 |
| Sonnet 5 | $0.00063 | $0.01692 |
| Haiku 4.5 | $0.00031 | $0.00846 |
Grade A, and why
implement-suggestion 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 — 596 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Implement Suggestion
Take reviewer suggestions on one or more pull requests, validate each through
adversarial review (/critical) and a confidence gate (/confidence), then
hand off a structured suggestion-pack to a worker subagent that applies
the approved changes inside the PR's worktree and pushes them — without
opening a new PR.
This skill is a thin orchestrator. The heavy reasoning lives in
/critical and /confidence. Per-PR worktree isolation comes from gw.
Plan authoring for architectural changes is delegated to aw-planner.
The mechanical apply / commit / push runs inside a dispatched worker.
Source of truth. This
SKILL.mdis a thin index. Detailed procedures live inrules/*.md, literal artefacts intemplates/*.md. Load only what the current phase asks for.
Mode Detection
Parse $ARGUMENTS once, in this order. First match wins.
| # | Signal in $ARGUMENTS |
Mode |
|---|---|---|
| 1 | One or more github.com/<owner>/<repo>/pull/<n> URLs (with or without #discussion_r…) |
multi-pr |
| 2 | One bare PR number (#123) and the current directory is a PR worktree |
multi-pr (n=1) |
| 3 | Free-text prose, pasted comment body, or non-PR URL | free-text |
| 4 | Empty and the current branch has an open PR (auto-detected via gh pr view) |
multi-pr (active PR) |
| 5 | Empty and no active PR for the current branch | Prompt the user |
Active PR auto-detection (rule #4): when $ARGUMENTS is empty, run
gh pr view --json number,url,state,headRefName,headRefOid,isDraft (no number =
current branch). If it returns a PR in state OPEN, treat as multi-pr with
that single PR. Print one line before continuing:
What ships with it
9 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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 Changed · +8 lines 4c1fcce7b8dd
- 5d ago First seen · 588 lines · 314 tokens per session scan A c0d907748414
implement-suggestion is a skill published in the GitHub repository mthines/agent-skills (13 stars, last pushed today), licensed MIT. It adds 314 tokens to every session and 8,459 once invoked, about $0.0016 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.
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