Evolving The Data Model
TriliumNext/Trilium
A skill your agent uses when adding a DB migration or a new column/field to a Becca entity in Trilium ("add a migration", "new column on notes/attributes", "ALTER TABLE", "add a field to…
Author an openfddpackagev1 zip for any BAS job: equipType, Haystack points to SQL roles, weather sidecar, motor vs compressor vs valve.
Install Openfdd Package Mapping
$ npx skills add bbartling/open-fdd --skill openfdd-package-mapping -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install bbartling/open-fdd openfdd-package-mapping --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/bbartling/open-fdd.git skills-src && mkdir -p .claude/skills && cp -r skills-src/openfdd_agent_spec/skills/openfdd-package-mapping .claude/skills/openfdd-package-mapping && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "openfdd-package-mapping" agent skill from https://github.com/bbartling/open-fdd/tree/master/openfdd_agent_spec/skills/openfdd-package-mapping into .claude/skills/openfdd-package-mapping/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openfdd-package-mapping", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/bbartling/open-fdd/tree/master/openfdd_agent_spec/skills/openfdd-package-mappingType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add bbartling/open-fdd --skill openfdd-package-mapping -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install bbartling/open-fdd openfdd-package-mapping --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/bbartling/open-fdd.git skills-src && mkdir -p .agents/skills && cp -r skills-src/openfdd_agent_spec/skills/openfdd-package-mapping .agents/skills/openfdd-package-mapping && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "openfdd-package-mapping" agent skill from https://github.com/bbartling/open-fdd/tree/master/openfdd_agent_spec/skills/openfdd-package-mapping into .agents/skills/openfdd-package-mapping/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openfdd-package-mapping", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add bbartling/open-fdd --skill openfdd-package-mapping -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install bbartling/open-fdd openfdd-package-mapping --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/bbartling/open-fdd.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/openfdd_agent_spec/skills/openfdd-package-mapping .cursor/skills/openfdd-package-mapping && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "openfdd-package-mapping" agent skill from https://github.com/bbartling/open-fdd/tree/master/openfdd_agent_spec/skills/openfdd-package-mapping into .cursor/skills/openfdd-package-mapping/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openfdd-package-mapping", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/bbartling/open-fdd.git --path openfdd_agent_spec/skills/openfdd-package-mapping--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add bbartling/open-fdd --skill openfdd-package-mapping -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install bbartling/open-fdd openfdd-package-mapping --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/bbartling/open-fdd.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/openfdd_agent_spec/skills/openfdd-package-mapping .gemini/skills/openfdd-package-mapping && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "openfdd-package-mapping" agent skill from https://github.com/bbartling/open-fdd/tree/master/openfdd_agent_spec/skills/openfdd-package-mapping into .gemini/skills/openfdd-package-mapping/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openfdd-package-mapping", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install bbartling/open-fdd openfdd-package-mappingInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add bbartling/open-fdd --skill openfdd-package-mapping -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/bbartling/open-fdd.git skills-src && mkdir -p .github/skills && cp -r skills-src/openfdd_agent_spec/skills/openfdd-package-mapping .github/skills/openfdd-package-mapping && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "openfdd-package-mapping" agent skill from https://github.com/bbartling/open-fdd/tree/master/openfdd_agent_spec/skills/openfdd-package-mapping into .github/skills/openfdd-package-mapping/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openfdd-package-mapping", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add bbartling/open-fdd --skill openfdd-package-mapping -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install bbartling/open-fdd openfdd-package-mapping --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/bbartling/open-fdd.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/openfdd_agent_spec/skills/openfdd-package-mapping .opencode/skills/openfdd-package-mapping && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "openfdd-package-mapping" agent skill from https://github.com/bbartling/open-fdd/tree/master/openfdd_agent_spec/skills/openfdd-package-mapping into .opencode/skills/openfdd-package-mapping/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openfdd-package-mapping", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
openfdd-package-mapping- GitHub stars
- 172
- Token cost
- ~1.6k tokens
- SKILL.md length
- 657 words
- Files
- 1
- Skills in repo
- 23
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Author an openfddpackagev1 zip for any BAS job: equipType, Haystack points to SQL roles, weather sidecar, motor vs compressor vs valve.
- Works in 10 steps: Empty analytics = missing roles in the… → Stamp equipType (ahu vav chwPlant boiler… → Shipped ingest = compact sibling JSON:… → …
- Empty Overview / RCx / Inspect charts
- SKILL.md covers When to use, Rules, Live MQTT stream (bosspi →… and Anti-patterns, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Openfdd Package Mapping is an agent skill from bbartling/open-fdd. Author an openfddpackagev1 zip for any BAS job: equipType, Haystack points to SQL roles, weather sidecar, motor vs compressor vs valve. Triggers on package zip, columnmap, mapping, empty Overview / RCx / Inspect charts, missing roles, haystack sidecar.
Its SKILL.md is about 1.6k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Databases. It works with SQL. The repository describes itself as: Fault Detection Diagnostics (FDD) for HVAC datasets.
When your agent uses it
- Empty Overview / RCx / Inspect charts
- Haystack sidecar
Example prompts
- “/openfdd-package-mapping”
Workflow steps
10 steps, taken from the first numbered list in SKILL.md.
- Empty analytics = missing roles in the zip, not a broken FDD engine. Map in preprocess. A parseable ZIP is not commissioning-grade FDD.
- Stamp equipType (ahu vav chwPlant boiler heatPump weather zone_other/fcu). rtu→AHU; heatPump→HP; UV / unit ventilator → CV AHU…
- Shipped ingest = compact sibling JSON: equipType + points: { haystack-name: csv-header }. Rich column/role/unit/confidence / PROVISIONAL…
- Haystack names in points translate via haystack_point_to_role. Do not invent a second product vocabulary.
- Motor ≠ compressor ≠ valve. Status/cmd before amps. Never CHW pump or clg_valve_pct as compressor proof. Never motor hours from leave…
- Weather lives at {building}/weather/ with web-outside-air-temp → web_oa_t. Distinguish BAS oa_t from web web_oa_t. Lat/lon in preprocess…
- timestamp_utc is RFC3339 (Z or +00:00). String "equip": "AHU_1" is metadata.
- Import with existing POST /api/csv/import/package + MCP openfdd_csv_import_* / openfdd_csv_package_append. For streaming sim on Liberty…
- No vendor, campus, or fixture-id hardcoding in product. Gold ids (AHU_1 / VAV_1 / CHW_1 / weather/) are layout examples, not selectors…
- HP-1 caveat: registry may list fan_status optional while SQL still gates on fan_cmd — fan-status-only packages are typically not runnable…
What it can do on your machine
Read from SKILL.md and the folder at commit b5c4e9c. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Openfdd Package Mapping loads about 1.6k tokens when it runs. Until then it costs about 70 tokens; SKILL.md has 657 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 657 words (~1,595 tokens).
- name
- openfdd-package-mapping
Files
Just SKILL.md in openfdd_agent_spec/skills/openfdd-package-mapping of bbartling/open-fdd.
Open the folder on GitHubat commit b5c4e9c
Compare with similar skills
Openfdd Package Mapping next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Openfdd Package Mapping this skillbbartling/open-fdd | 172 | — | ~1.6k | Automated safety check: Pass | Custom licence | |
| Evolving The Data ModelTriliumNext/Trilium | 38k | — | ~2.1k | Automated safety check: Pass | AGPL-3.0 | |
| Orchardcore Data MigrationOrchardCMS/OrchardCore | 8.2k | — | ~1.7k | Automated safety check: Pass | BSD-3-Clause | |
| SQL Optimization Patternsynulihao/AgentSkillOS | 617 | 11 repos | ~3.3k | Automated safety check: Pass | None | |
| SQL PortabilityHL7/sql-on-fhir | 150 | — | ~512 | Automated safety check: Pass | Custom licence | |
| ChronicleailyProject/aily-blockly | 3.8k | — | ~1.6k | Automated safety check: Pass | GPL-3.0 |
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SQL Portability
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Chronicle
ailyProject/aily-blockly
Analyze indexed Aily chat session history for prior decisions, tool executions, project summaries, usage tips, and session-store reindexing.
- Official
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Related
Works with
Categories
Questions about Openfdd Package Mapping
What does Openfdd Package Mapping do?
Author an openfddpackagev1 zip for any BAS job: equipType, Haystack points to SQL roles, weather sidecar, motor vs compressor vs valve. Openfdd Package Mapping is an agent skill from bbartling/open-fdd. Author an openfddpackagev1 zip for any BAS job: equipType, Haystack points to SQL roles, weather sidecar, motor vs compressor vs valve.
When should I use Openfdd Package Mapping?
Openfdd Package Mapping fits situations like: empty Overview / RCx / Inspect charts; haystack sidecar.
How do I install Openfdd Package Mapping in Claude Code?
Run `npx skills add bbartling/open-fdd --skill openfdd-package-mapping -a claude-code`. Or copy the skill folder (openfdd_agent_spec/skills/openfdd-package-mapping in bbartling/open-fdd) into .claude/skills/openfdd-package-mapping in your project. Claude Code loads it when a task matches its description.
How do I install Openfdd Package Mapping in Codex?
Run `npx skills add bbartling/open-fdd --skill openfdd-package-mapping -a codex`. Or copy the skill folder (openfdd_agent_spec/skills/openfdd-package-mapping in bbartling/open-fdd) into .agents/skills/openfdd-package-mapping in your project. Codex loads it when a task matches its description.
Can I use Openfdd Package Mapping in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add bbartling/open-fdd --skill openfdd-package-mapping -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/openfdd-package-mapping, .gemini/skills/openfdd-package-mapping, .github/skills/openfdd-package-mapping and .opencode/skills/openfdd-package-mapping in your project.
What does Openfdd Package Mapping need to run?
SKILL.md names no scripts, command-line tools or credentials: Openfdd Package Mapping is instructions for the agent only.
Does Openfdd Package Mapping access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Openfdd Package Mapping safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Openfdd Package Mapping use?
Openfdd Package Mapping has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Openfdd Package Mapping use?
About 1.6k tokens (SKILL.md is roughly 6.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Openfdd Package Mapping?
Skills that share tags, products or a category with Openfdd Package Mapping: Evolving The Data Model (TriliumNext/Trilium, 38k stars), Orchardcore Data Migration (OrchardCMS/OrchardCore, 8.2k stars), SQL Optimization Patterns (ynulihao/AgentSkillOS, 617 stars) and SQL Portability (HL7/sql-on-fhir, 150 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Openfdd Package Mapping?
bbartling (a GitHub user) maintains it in bbartling/open-fdd, which has 172 GitHub stars. The repository holds 23 skills in this directory. The repository was last updated on October 7, 2026.
Source: bbartling/open-fdd on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.