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 JasonColapietro/suede-creator-skills --skill suede-graph-flo-xrgit clone --depth 1 https://github.com/JasonColapietro/suede-creator-skillsWrote 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/jasoncolapietro/suede-creator-skills/suede-graph-flo-xr)<a href="https://agentmods.dev/skills/jasoncolapietro/suede-creator-skills/suede-graph-flo-xr"><img src="https://agentmods.dev/badge/skills/jasoncolapietro/suede-creator-skills/suede-graph-flo-xr/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/jasoncolapietro/suede-creator-skills/suede-graph-flo-xr"><img src="https://agentmods.dev/badge/skills/jasoncolapietro/suede-creator-skills/suede-graph-flo-xr.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00108 | $0.03357 |
| Opus 5 | $0.00054 | $0.01679 |
| Sonnet 5 | $0.00022 | $0.00671 |
| Haiku 4.5 | $0.00011 | $0.00336 |
Grade A, and why
suede-graph-flo-xr 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 6d 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 — 259 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Suede Graph Flo XR
Use the bundled workflows/suede-graph-flo-xr.js workflow to search competing plans for
one multi-file repository change. It makes an evidence-backed selection before
any implementation lane mutates the worktree.
Intake and budget gate
Before launch, require all three inputs:
- Repo — an absolute repository path. Relative paths and
~fail closed. - Scope — the requested multi-file change, including any protected paths or constraints.
- Budget —
light,standard, ordeep.
Also detect and pass optional context when available: deploys (whether the
repo has a deploy surface), liveUrl (the read-only production surface), and
vault (the external decision/handoff context path). Their absence does not
block a non-deploying repository, but do not silently discard known values.
When the user names a model for the workers (workerModel: sonnet, opus,
haiku, or fable), pass it — every worker call then runs on that model while
orchestration stays on the session model. Omitted, workers inherit the session
model silently; if the session sits on an expensive model and the user did not
choose it for workers, say so before launch instead of letting the default
decide. A run can spend up to 200 worker calls, so an unchosen inherited model
is a cost decision nobody made.
If repo or scope is missing, halt. Report the missing input in one line, offer to provide the repo path, describe the desired change, or route a one-file edit to direct implementation, then wait for the user's choice.
State the selected range and projected worst-case calls before launching:
light projects and permits 55, standard projects and permits 110, and
deep projects and permits 200 total agent calls. Do not infer a budget from
scope or silently raise a ceiling. If the user has not chosen one, ask and wait.
Runtime prerequisites
The bundled JavaScript workflow is a Claude Code workflow for macOS. It requires
sandbox-exec and the six registered suede-graph-flo-xr-* agent profiles. Install the
full suede-skills plugin, the suede-agent-workflows plugin, or use this
repository's install.sh, which copies the profiles into ~/.claude/agents.
What ships with it
18 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.
- agents/openai.yaml 451 B
- agents/suede-graph-flo-xr-applier.md 544 B
- agents/suede-graph-flo-xr-code-reader.md 650 B
- agents/suede-graph-flo-xr-patch-author.md 676 B
- agents/suede-graph-flo-xr-scout.md 682 B
- agents/suede-graph-flo-xr-verifier.md 575 B
- agents/suede-graph-flo-xr-web-reader.md 654 B
- CARD.md 5.5 KB
- LICENSE.graph-of-thoughts-BSD.txt 2.5 KB
- workflows/helpers/apply-patch.cjs 4.4 KB runs code
- workflows/helpers/candidate-audit.cjs 2.3 KB runs code
- workflows/helpers/diff-digest.cjs 1.7 KB runs code
- workflows/helpers/gate-environment.cjs 1.9 KB runs code
- workflows/helpers/gate-sandbox.cjs 4.8 KB runs code
- workflows/helpers/scout-setup.cjs 4.6 KB runs code
- workflows/suede-graph-flo-xr.js 170 KB runs code
- workflows/tests/test_plan_path_safety.mjs 17 KB runs code
- workflows/tests/test_score_resilience.mjs 14 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.
- 6d ago Changed 5e99565a9333
- 7d ago Changed · +3 lines e3d71d1d70c5
- 12d ago First seen · 256 lines · 108 tokens per session scan A 5ab6cd243c15
suede-graph-flo-xr is a skill published in the GitHub repository JasonColapietro/suede-creator-skills (135 stars, last pushed today), licensed MIT. It adds 108 tokens to every session and 3,357 once invoked, about $0.0005 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.
Other skills, from other repositories
skill-router
Use when a [skill-router] route card appears in the turn, when no card appeared on a non-trivial task, or when a route looks wrong. Routes every prompt to the right installed skill, pairs it with a process skill, tiers enforcement, and briefs sub-agents. 79 local skills + plugin skills indexed.
generate-report
Generate a comprehensive summary report of the latest experiment including metrics, plots, and comparison with baseline. Use this after training and evaluation to create a shareable experiment summary.
evaluate-model
Load the latest model checkpoint, run evaluation on the test set, and generate a metrics report with confusion matrix. Use this after training to assess model performance or to re-evaluate a specific checkpoint.
run-pipeline
Run the full data science pipeline: validate raw data, preprocess, engineer features, train model, and evaluate. Use this when you want to execute the end-to-end ML pipeline or re-run it after data or code changes.
api-test
Run API integration tests against the running backend, verify endpoints return expected responses and status codes. Use after deploying a preview or starting the dev server.
run-simulator
Build and launch the app in the iOS Simulator. Automatically selects an appropriate simulator device, boots it if needed, and installs and launches the app.