manual-j-residential-load-calcUse this skill when a residential HVAC contractor, energy rater, home- performance auditor, or code official needs an ACCA Manual J 8th Edition block and roo...
Install via ClawdBot CLI:
clawdbot install archlab-space/manual-j-residential-load-calcGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://github.com/archlab-space/Open-Skill-Hub/issuesAudited May 27, 2026 · audit v1.0
Generated Oct 6, 2026
A residential HVAC contractor is quoting a replacement system for a 2,400 ft² single-story home with a failing 3-ton unit. The contractor uses the skill to produce a Manual J block and room-by-room load, generating sensible/latent BTU/h and room CFM targets before handing off to Manual S for equipment sizing. The draft report protects the contractor from oversizing and supports a defensible proposal to the homeowner.
An RESNET energy rater working on a new construction project needs a Manual J load calculation for an IECC code compliance package. The rater inputs envelope assemblies, window U-values and SHGC, and blower-door results to produce a draft report with an assumption log. The report is submitted to the builder and code official as documentation that the HVAC design follows ACCA standards.
A home-performance auditor conducting a weatherization audit on a 1960s home uses the skill to quantify load impacts before and after proposed improvements like attic insulation and air sealing. The tool enforces source discipline for every U-value and infiltration rate, so the auditor can present reliable BTU/h savings and room CFM changes to the homeowner. The output helps prioritize retrofit measures with the best load-reduction payoff.
A mechanical designer needs room-by-room CFM targets at design ΔT to feed a Manual D duct design for a custom home. The skill's room-by-room load calculation provides the CFM schedule while explicitly refusing to design ducts, preserving the separation of responsibilities. The designer uses the draft report as the input to their Manual D software and documents assumptions for the permit set.
A municipal code official reviewing a residential permit application uses the skill to verify that a submitted load calculation follows Manual J 8th Edition methodology and includes a source for every U-value and infiltration input. The official checks the draft report's assumption log and Manual S handoff block against adopted IECC requirements. This screening catches rule-of-thumb sizing and missing blower-door assumptions before permit approval.
A monthly subscription web app integrating the Manual J skill with CRM and proposal tools for residential HVAC contractors. Contractors create projects, collect intake data guided by the skill, and generate branded draft load reports with assumption logs. The service targets small-to-mid-size contractors who lack in-house engineering staff.
A pay-per-use platform where energy raters, auditors, and designers upload project data and receive a formatted Manual J draft report suitable for code compliance or rebate submission. The service automates intake, enforces source documentation, and attaches the required DRAFT disclaimer. Revenue scales with project volume rather than seats.
Licensing the Manual J skill as an embedded calculation engine inside existing energy rating, home-performance, or permit-review software platforms. Partners integrate the API to add Manual J load drafting without building the engineering logic in-house. The model targets established software vendors serving raters, auditors, and code officials.
💬 Integration Tip
Integrate with project management, CRM, or permit-review platforms so the assumption log and DRAFT disclaimer travel with each report, and connect the Manual S handoff block directly to equipment-sizing tools rather than letting users size equipment inside this skill.
Scored Oct 6, 2026
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