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 genged/capshelf --skill capshelf-perf-harnessgit clone --depth 1 https://github.com/genged/capshelfWrote 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/genged/capshelf/capshelf-perf-harness)<a href="https://agentmods.dev/skills/genged/capshelf/capshelf-perf-harness"><img src="https://agentmods.dev/badge/skills/genged/capshelf/capshelf-perf-harness/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/genged/capshelf/capshelf-perf-harness"><img src="https://agentmods.dev/badge/skills/genged/capshelf/capshelf-perf-harness.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 | $0.00054 | $0.00557 |
| Opus 5.5 | $0.00022 | $0.00223 |
| Sonnet 5.5 | $0.00011 | $0.00111 |
| Haiku 4.5 | $0.00005 | $0.00056 |
Grade A, and why
capshelf-perf-harness 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 yesterday.
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.
What it actually says
capshelf-perf-harness
The tools are in tools/perf/. docs/performance.md explains each one and
how to read the numbers. Read it before you report a result.
Compare two builds
- Build each binary and copy it out of
dist/. The next build overwritesdist/capshelf.
For an older ref, extract it withbun run build && cp dist/capshelf /tmp/capshelf-newgit archive <ref> | tar -x -C <dir>, link this tree'snode_modulesinto<dir>, and runbun run buildthere. Do not check out another ref in this working tree. - Prove equal results on both fixture shapes. Each command must print
equal:and exit 0:tools/perf/equiv.sh /tmp/capshelf-old /tmp/capshelf-new SPLIT=1 tools/perf/equiv.sh /tmp/capshelf-old /tmp/capshelf-new - Measure both shapes:
Addtools/perf/bench.sh /tmp/capshelf-old /tmp/capshelf-new SPLIT=1 tools/perf/bench.sh /tmp/capshelf-old /tmp/capshelf-newEXTRA=20000once to show that no cost follows the size of the data repo.
Find what to batch
SPLIT=1 tools/perf/trace.sh /tmp/capshelf-new status
A line whose count is near the item count is a Git call that runs once per item.
Rules
- Report the Git process count first and the wall time second. The count is exact. Wall time changes by 10 to 20 percent between runs.
equiv.shpassing is necessary, not sufficient. A new batched read also needs a unit test that compares it with the read it replaces, on random inputs. Then break the batching on purpose and confirm that the test fails.- The test suites remove their temporary files after a passing run. If
df -i /still shows few free inodes, ask the user before you delete files that you did not create.
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.
- yesterday First seen · 54 lines · 54 tokens per session scan A 3eefdd87f329
capshelf-perf-harness is a skill published in the GitHub repository genged/capshelf (22 stars, last pushed yesterday), licensed MIT. It adds 54 tokens to every session and 557 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 2026-11-06.
capshelf-perf-harness compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| capshelf-perf-harnessgenged/capshelf | Skill | 22 | yesterday | MIT | A | 54 | Claude Code |
| claude-md-improveranthropics/claude-plugins-official | Skill | 46k | yesterday | Apache-2.0 | A | 82 | Claude Code |
| agent-platform-model-registrygoogle/skills | Skill | 22k | yesterday | Apache-2.0 | A | 60 | Claude Code, Codex |
| gke-reliabilitygoogle/skills | Skill | 22k | yesterday | Apache-2.0 | A | 85 | Claude Code, Codex |
| gke-workload-securitygoogle/skills | Skill | 22k | yesterday | Apache-2.0 | A | 171 | Claude Code, Codex |
| google-cloud-solution-agentic-analytics-spark-knowledge-cataloggoogle/skills | Skill | 22k | yesterday | Apache-2.0 | A | 132 | Claude Code, Codex |
| glance-canonical-layoutsandroid/skills | Skill | 10k | yesterday | Apache-2.0 | A | 56 | Claude Code |