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 krzysztofsurdy/code-virtuoso --skill backlog-compilergit clone --depth 1 https://github.com/krzysztofsurdy/code-virtuosoWrote 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/krzysztofsurdy/code-virtuoso/backlog-compiler)<a href="https://agentmods.dev/skills/krzysztofsurdy/code-virtuoso/backlog-compiler"><img src="https://agentmods.dev/badge/skills/krzysztofsurdy/code-virtuoso/backlog-compiler/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/krzysztofsurdy/code-virtuoso/backlog-compiler"><img src="https://agentmods.dev/badge/skills/krzysztofsurdy/code-virtuoso/backlog-compiler.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 | $0.00069 | $0.03378 |
| Opus 5.5 | $0.00028 | $0.01351 |
| Sonnet 5.5 | $0.00014 | $0.00676 |
| Haiku 4.5 | $0.00007 | $0.00338 |
Grade A, and why
backlog-compiler scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 160 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Backlog Compiler
Converts an existing spec (PRD, ticket, or freeform feature description) into .code-virtuoso/loop/backlog.json - the committed plan that iteration-loop executes one step at a time, with completion gated by an objective verifyCommand, never by self-report. Each item is a sequence of steps; a simple item is a single step.
Step 0: Reuse saved project settings
Before asking the user anything, read the merged Code Virtuoso config (spec/config-spec.md): the user file ($CODE_VIRTUOSO_CONFIG_HOME/config.json, else ${XDG_CONFIG_HOME:-$HOME/.config}/code-virtuoso/config.json), then <git root>/.code-virtuoso/config.json, then <git root>/.code-virtuoso/config.local.json. Later files win; objects merge, arrays and scalars replace. Missing files are normal.
root=$(git rev-parse --show-toplevel 2>/dev/null || pwd)
home="${CODE_VIRTUOSO_CONFIG_HOME:-${XDG_CONFIG_HOME:-$HOME/.config}/code-virtuoso}"
files=(); for f in "$home/config.json" "$root/.code-virtuoso/config.json" "$root/.code-virtuoso/config.local.json"; do [ -f "$f" ] && files+=("$f"); done
[ ${#files[@]} -gt 0 ] && jq -s 'reduce .[] as $x ({}; . * $x)' "${files[@]}" || echo '{}'
Two namespaces matter here:
ticket-delivery:commands.testandcommands.staticAnalysisanswer the test and static analysis questions below;branchPattern,ticketIdPatternandmainBranchshape the branch (Step 1). The legacy ticket-delivery supplement file is not read here; if the namespace is empty, run theticket-deliverysetup once to save it.loop: defaults forconfigin Step 6 (maxIterations,permissionMode,allowedTools,allowedPaths,protectedPaths, and the other limits). Seed the backlog'sconfigfrom these values instead of the table in Step 6. Never save a credential there.
For each answer the config does not give, ask the user directly:
- What command runs the test suite for a single file/class (the answer becomes the basis for each step's
verifyCommand)? - What command runs static analysis / type-checking, if any (append to
verifyCommandwith&&)? - Which directories or files must never be modified by the loop (test directories, CI config, fixtures) - these become
config.protectedPaths? - Primary stack, to pick a sensible
config.allowedToolsbase (see Step 6).
What ships with it
4 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.
- 2d ago First seen · 160 lines · 69 tokens per session scan A 61a43ca6dbfb
backlog-compiler is a skill published in the GitHub repository krzysztofsurdy/code-virtuoso (36 stars, last pushed yesterday), licensed MIT. It adds 69 tokens to every session and 3,378 once invoked, about $0.0003 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 2026-10-22.
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