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 zeweihan/aiworkdeck --skill mqc-timeline-mastergit clone --depth 1 https://github.com/zeweihan/aiworkdeckWrote 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/zeweihan/aiworkdeck/mqc-timeline-master)<a href="https://agentmods.dev/skills/zeweihan/aiworkdeck/mqc-timeline-master"><img src="https://agentmods.dev/badge/skills/zeweihan/aiworkdeck/mqc-timeline-master/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/zeweihan/aiworkdeck/mqc-timeline-master"><img src="https://agentmods.dev/badge/skills/zeweihan/aiworkdeck/mqc-timeline-master.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 | $0.00269 | $0.06703 |
| Opus 5 | $0.00134 | $0.03351 |
| Sonnet 5 | $0.00054 | $0.01341 |
| Haiku 4.5 | $0.00027 | $0.00670 |
Grade A, and why
mqc-timeline-master 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 9d 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.
The source is not reproduced here
Licensed AGPL-3.0
The repository is licensed AGPL-3.0, which this catalogue does not treat as permission to reproduce the file. Read it at the source.
What ships with it
52 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.
- AUTHOR.md 2.9 KB
- CHANGELOG.md 9.6 KB
- examples/dated-limitation.json 5.0 KB
- examples/dated-proportional.json 13 KB
- examples/gantt-periods.json 3.2 KB
- examples/numbered-multiband.json 13 KB
- examples/stress-two-sides.json 25 KB
- examples/two-sides-actors.json 15 KB
- examples/two-sides-numbered.json 14 KB
- examples/vertical-single-column.json 14 KB
- HANDOVER.md 61 KB
- README.md 11 KB
- references/front-end.md 26 KB
- references/layout-constraints.md 51 KB
- references/model-steps.md 6.4 KB
- references/troubleshooting.md 6.6 KB
- RELAY-1-overview.md 7.7 KB
- RELAY-2-mapping.md 20 KB
- RELAY-3-retrospective.md 14 KB
- schemas/semantic-map.schema.json 20 KB
- scripts/capacity.py 24 KB runs code
- scripts/check_model_output.py 48 KB runs code
- scripts/export_formats.py 8.8 KB runs code
- scripts/feasible.py 23 KB runs code
- scripts/geom.py 19 KB runs code
- scripts/ingest.py 5.4 KB runs code
- scripts/paginate.py 8.3 KB runs code
- scripts/paper.py 11 KB runs code
- scripts/pick.py 12 KB runs code
- scripts/pipeline.py 74 KB runs code
- scripts/propose_layout.py 11 KB runs code
- scripts/read_image.py 8.0 KB runs code
- scripts/read_source.py 20 KB runs code
- scripts/render_dated_v2.py 26 KB runs code
- scripts/render_figure.py 9.5 KB runs code
- scripts/render_multiband.py 50 KB runs code
- scripts/render_spans_v2.py 37 KB runs code
- scripts/render_vcolumns.py 22 KB runs code
- scripts/render_vertical.py 11 KB runs code
- scripts/trace_index.js 6.8 KB runs code
- scripts/validate_map.py 17 KB runs code
- tests/check_anonymised.py 9.2 KB runs code
- tests/fixtures/judgment-no-heading.txt 1.0 KB
- tests/fixtures/judgment-with-heading.txt 639 B
- tests/fixtures/m1-judgment.txt 4.2 KB
- tests/fixtures/m2-defence.txt 2.1 KB
- tests/fixtures/m3-complaint.docx 37 KB
- tests/fixtures/m5-contradictory.txt 1.4 KB
- tests/fixtures/m6-messy.txt 2.2 KB
- tests/fixtures/m7-short.txt 256 B
- tests/fixtures/synthetic-judgment.txt 1002 B
- tests/run_checks.py 263 KB runs code
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.
- 9d ago First seen · 384 lines · 269 tokens per session scan A 76d8c38e6ef9
mqc-timeline-master is a skill published in the GitHub repository zeweihan/aiworkdeck (107 stars, last pushed yesterday), licensed AGPL-3.0. It adds 269 tokens to every session and 6,703 once invoked, about $0.0013 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 2026-08-30.
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