Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/arrrrny/zuraffanpx agentmods add skills/arrrrny/zuraffa/speckit-bug-fixWrote 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/arrrrny/zuraffa/speckit-bug-fix)<a href="https://agentmods.dev/skills/arrrrny/zuraffa/speckit-bug-fix"><img src="https://agentmods.dev/badge/skills/arrrrny/zuraffa/speckit-bug-fix/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/arrrrny/zuraffa/speckit-bug-fix"><img src="https://agentmods.dev/badge/skills/arrrrny/zuraffa/speckit-bug-fix.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 1 finding, up to medium
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- medium Excessive Agency · line 163 Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
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 | $0.00020 | $0.02401 |
| Opus 5 | $0.00010 | $0.01201 |
| Sonnet 5 | $0.00004 | $0.00480 |
| Haiku 4.5 | $0.00002 | $0.00240 |
Grade A, and why
speckit-bug-fix 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 4d 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 — 163 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Fix Bug
Apply the remediation that was proposed by /speckit-bug-assess and record the changes in a fix report at .specify/bugs/<slug>/fix.md. This command is only valid after an assessment exists for the given slug. Pass --branch (or --worktree) to isolate the fix on its own git branch before editing, mirroring how /speckit-specify isolates feature work.
User Input
$ARGUMENTS
The user input should identify the bug to fix. Accept any of:
slug=<bug-slug>or--slug <bug-slug>or just a bare slug-like token.- A path that contains the slug (e.g.
.specify/bugs/login-timeout/). - Branch isolation (optional):
branch/--branchcreates a fix branch (<prefix>/<slug>) first;worktree/--worktreecreates a git worktree instead. See Optional — isolate the fix on a branch below. - Nothing — fall back to context (see below).
Slug Resolution
Resolve BUG_SLUG in this order, stopping at the first match:
- Explicit user input — a slug passed in
$ARGUMENTS(any of the forms above). - Conversation context — if the current session has just run
/speckit-bug-assess, the slug it reported is the working slug. Reuse it without re-prompting. Confirm it by checking that.specify/bugs/<slug>/assessment.mdexists; if it does not, fall through. - Single candidate on disk — list
.specify/bugs/*/assessment.md. If exactly one matchingassessment.mdis found, use the slug from its parent directory. - Disambiguate:
- Interactive mode: ask the user which bug to fix and list the candidates.
- Automated mode: stop with an error listing the candidates. Do not guess.
Once resolved, set BUG_SLUG and BUG_DIR = .specify/bugs/<BUG_SLUG>, and briefly state in your reply which resolution path was used (explicit / from context / single candidate / asked).
Prerequisites
BUG_DIR/assessment.mdMUST exist. If it does not, stop and instruct the user to run/speckit-bug-assessfirst.- If
BUG_DIR/fix.mdalready exists, ask the user whether to overwrite it before continuing (interactive mode) or refuse (automated mode). - Read
BUG_DIR/assessment.mdin full. Treat its Proposed Remediation, Files likely to change, Tests to add or update, and Risks & Considerations sections as the contract for this command.
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.
- 5d ago Changed · -162 lines · -20 tokens per session 8e4b57c1e079
- 9d ago First seen · 163 lines · 20 tokens per session scan A 997f5c643c23
speckit-bug-fix is a skill published in the GitHub repository arrrrny/zuraffa (5 stars, last pushed today), licensed MIT. It adds 20 tokens to every session and 2,401 once invoked, about $0.0001 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.
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