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 nicograef/handbook --skill proggit clone --depth 1 https://github.com/nicograef/handbookWrote 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/nicograef/handbook/prog)<a href="https://agentmods.dev/skills/nicograef/handbook/prog"><img src="https://agentmods.dev/badge/skills/nicograef/handbook/prog/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/nicograef/handbook/prog"><img src="https://agentmods.dev/badge/skills/nicograef/handbook/prog.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 | $0.00059 | $0.00842 |
| Opus 5.5 | $0.00024 | $0.00337 |
| Sonnet 5.5 | $0.00012 | $0.00168 |
| Haiku 4.5 | $0.00006 | $0.00084 |
Grade A, and why
prog 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 — 44 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Prog
Arguments: $ARGUMENTS. Apply every finding without asking; questions wait for /nico:decide at the end.
- Never delete uncommitted work, unpushed commits, stashes or a dirty worktree. Never force past a git refusal.
- Skip branches and worktrees this session or a live peer holds;
~/.claude/agent-bus.sh peerslists peers. - Under
~/.claude, delete only memory files the review flagged. Harness state ages out by its own retention. - Deletion is hard.
dry-runlists every deletion and applies none. - Without
close, running jobs keep running. - An action the harness or a permission rule blocks goes to the user, never around it.
Scope is the current project and repo. all adds every project's memory and every repo under ~/r, one opus subagent per project with a repo.
Steps
- Verify. Recall and earlier verdicts are claims, not evidence. Check every item at every level against git, PRs, jobs, agents and a fresh check run. A failed claim becomes the verified state.
- Check all shells and workflows. What is slowing the session down? How can we make the release cut and everything else faster and leaner? Anything ready to be cleaned and pruned yet?
- Critically verify the progress and state of all shells, monitors, agents and workflows. Is any idle, stuck or outdated and to be removed?
- Rewrite every state file to the verified state: scratchpad, memory and
MEMORY.md, plan, programme and PRD files, run state, lead notes. Open steps go to the plan file, durable facts to memory. - Prune by content, not age: memory, rules, other sessions' scratchpad leftovers, fully ticked plans, shipped PRDs. Also merged or squash-merged branches with their remotes and clean worktrees. A memory deletion removes its index line too.
- Sweep stale worktree entries, dead remote-tracking refs, dead bus sessions (
agent-bus.sh sweep) and this session's finished jobs. - With
close: additionally, run the close sweep below. - With
compact: additionally, write verified state, plan path, worktree paths and open tasks to the scratchpad. Say/compactis safe and give a short resume prompt. - Report corrections, item status with evidence, running jobs, prune results, blocked commands and the close verdict.
- Invoke the decide skill on every question the work needs from the user.
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 Changed · +2 lines cea1b0a774d6
- 18d ago Changed · -59 lines d6853607b0c9
- 28d ago Changed · +77 lines · +7 tokens per session c1f62edbbc9a
- 1mo ago Changed · +4 lines · +52 tokens per session 3e4c6689ceb2
- 1mo ago Changed 4368a9b77ea4
- 1mo ago Changed de5dd0a85a44
- 1mo ago First seen · 20 lines · 0 tokens per session scan A f256e2148a76
prog is a skill published in the GitHub repository nicograef/handbook (2 stars, last pushed 2d ago), licensed MIT. It adds 59 tokens to every session and 842 once invoked, about $0.0002 per session on Opus 5.5. 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 2026-09-14.
prog compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| prognicograef/handbook | Skill | 2 | 2d ago | MIT | A | 59 | Claude Code |
| orbit-notionnexu-io/open-design | Skill | 106k | yesterday | Apache-2.0 | A | 117 | Claude Code, Codex |
| agentmailpaperclipai/paperclip | Skill | 111k | yesterday | MIT | A | 30 | Claude Code, Codex |
| Cortexdanielmiessler/LifeOS | Skill | 20k | yesterday | MIT | A | 184 | Claude Code |
| rowboat-spacesrowboatlabs/rowboat | Skill | 18k | yesterday | Apache-2.0 | A | 60 | Claude Code, Codex |
| feishuHmbown/CodeWhale | Skill | 41k | 6d ago | MIT | A | 33 | Claude Code, Codex |
| pinchtab-mcppinchtab/pinchtab | Skill | 11k | 10d ago | MIT | A | 52 | Claude Code, Codex |