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/TIBCOSoftware/flogo-enterprise-hubnpx agentmods add skills/tibcosoftware/flogo-enterprise-hub/mapping-from-excelWrote 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/tibcosoftware/flogo-enterprise-hub/mapping-from-excel)<a href="https://agentmods.dev/skills/tibcosoftware/flogo-enterprise-hub/mapping-from-excel"><img src="https://agentmods.dev/badge/skills/tibcosoftware/flogo-enterprise-hub/mapping-from-excel/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/tibcosoftware/flogo-enterprise-hub/mapping-from-excel"><img src="https://agentmods.dev/badge/skills/tibcosoftware/flogo-enterprise-hub/mapping-from-excel.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 | $0.00019 | $0.06146 |
| Opus 5.5 | $0.00008 | $0.02458 |
| Sonnet 5.5 | $0.00004 | $0.01229 |
| Haiku 4.5 | $0.00002 | $0.00615 |
Grade A, and why
mapping-from-excel scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 13d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 282 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Preflight: run
python -c "import openpyxl"first (pip install openpyxlif the import fails).flogobuild version && flogobuild list-context && go versionare only needed when building the generated app —flogobuildfrom the TIBCO downloads page, Go from go.dev/dl (see AGENT.md → Prerequisites and preflight).
Build a Flogo app that performs the field mappings described in an Excel file. The number of mapper activities matches the number of sheets in the workbook — one mapper per sheet, chained in declaration order — and they all feed a log activity fired by a timer trigger.
For mapping mechanics — mm, sms, source syntax ($activity / $property / $flowctx / $loop), @foreach, function packages — defer to the fda-mapping skill. For the underlying fda command reference and the full "Things to avoid" list, defer to the fda skill. This skill is just the per-Excel workflow.
Before you start
- Read
config.mdfirst (the one next to this skill under.claude/skills/) forFLOGOBUILD_CONTEXT_NAME, the Flogo apps folder, and CLI paths. Never hardcode a context name or a secret. - Print the CLI tool path and version before running any commands — e.g.
fda versionandflogobuild versionfrom their configured paths (neither CLI accepts--version). - Working directory: run all
fda/flogobuildcommands from the Flogo apps directory named byFLOGO_APPS_DIRinconfig.md— resolved relative toconfig.md(which lives atskills-library/.claude/skills/config.md); the default../../Flogo_Appspoints atskills-library/Flogo_Apps/, the same folder whether you opened the hub root orskills-library(create apps there, never inskills-library/). The.flogofiles are created here; executables go to<FLOGO_APPS_DIR>/../bin(i.e.skills-library/bin/). - Windows / Git Bash: prefix any
fdacall whose value starts with/(or contains a URL) withMSYS_NO_PATHCONV=1so paths aren't mangled. Harmless on Linux/Mac. See thefdaskill for details.
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.
- 13d ago Changed · +147 lines 7054bce0f631
- 2mo ago First seen · 135 lines · 19 tokens per session scan A 909180e53233
mapping-from-excel is a skill published in the GitHub repository TIBCOSoftware/flogo-enterprise-hub (14 stars, last pushed 13d ago), licensed Apache-2.0. It adds 19 tokens to every session and 6,146 once invoked, about $0.0001 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 2026-08-30.
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