ruflo-goals
claudeLong-horizon goal planning, deep research orchestration, and adaptive replanning using GOAP
5 skills · 1 command · 4 agents
30+ skills covering the full grant lifecycle: project setup, specific aims, title, budget, significance, innovation, approach, letters of support, timelines, abstracts, biosketches, facilities, data management plans, compliance sections, math/LaTeX notation auditing, mock review, proofreading, references, format check, and resubmission.
Plugin grant-writing from marketplace grant-agent in joshua-d-campbell/GrantAgent. Commands read from the repo's manifest — today.
grant-abstractsWrite grant abstracts and summaries — NIH Project Summary/Abstract (30 lines), NSF Project Summary (Overview/Intellectual Merit/Broader Impacts), lay abstracts for foundations and CDMRP, and public-facing summaries. Use whenever the user mentions abstract, summary, or lay summary for a grant. For th
grant-approach-experimentRigorously review a single proposed experiment in a grant's Approach section — its rationale, hypothesis, controls (or baselines/ablations), variables and confounds, sample size and power, statistical analysis plan, outcomes and interpretation, and feasibility. Works for wet-lab, computational/simul
grant-approach-mathRigorously review a single mathematical component of a grant's Approach — a model formulation, derivation, estimator, algorithm, or theorem plan — for whether the math is right and answers the aim. Use whenever the user is developing the mathematics in an aim, asks whether a formulation, derivation,
grant-approachDraft the Approach / Research Design section of a grant — the experimental plan, rationales, preliminary data placement, expected outcomes, pitfalls and alternatives. Use whenever the user is writing the Approach (NIH), Research Plan/Technical Approach (NSF/DoD), methods sections, aim-by-aim experim
grant-biosketch-supportDraft the content of biosketches and support documents as paste-ready SciENcv field text (never as a Word/PDF biosketch) — NIH Biosketch (personal statement, contributions to science), NSF Biographical Sketch and Current & Pending (Other) Support via SciENcv, Other Support pages, and COA templates;
grant-budget-justificationBuild a research grant budget and budget justification — personnel effort, supplies, equipment, travel, subawards, and the narrative justification. Use whenever the user mentions grant budgets, modular vs detailed budgets, person-months, effort percentages, budget caps, F&A/indirect costs, or needs
grant-career-planDevelop the career-development and training components of a career award or fellowship — candidate background and career goals, training gap analysis, development activities and timeline, mentor/sponsor team assembly, mentor and sponsor statements, institutional commitment, referee letter strategy,
grant-compliance-sectionsDraft regulatory and rigor compliance sections of a grant — Human Subjects (PHS Human Subjects and Clinical Trials info, inclusion), Vertebrate Animals (VAS), rigor and reproducibility, sex as a biological variable, authentication of key resources, biohazards/select agents. Use whenever the user men
grant-condenseCut a grant proposal down to a page or word limit — identify sections and sentences to remove, then tighten remaining prose sentence by sentence without losing substance. Use whenever a draft runs over a page or word limit, the user says it is too long, needs to fit NIH/NSF page constraints or a fou
grant-cover-letter-assignmentDraft the NIH cover letter and PHS Assignment Request Form — institute/center assignment preferences, study section targeting, needed reviewer expertise, and reviewer exclusions. Use whenever the user mentions a cover letter, assignment request, study section choice or request, CSR referral, which i
grant-data-management-planWrite a Data Management and Sharing Plan (NIH DMSP) or Data Management Plan (NSF DMP, DoD equivalents) — data types, standards, repositories, timelines, access controls, and preservation. Use whenever the user mentions DMSP, DMP, data sharing plan, data management, repositories (GEO, SRA, dbGaP, Dry
grant-facilities-resourcesWrite the Facilities & Other Resources and Equipment documents for a grant — lab space, core facilities, computing, institutional environment, and scientific environment contribution. Use whenever the user mentions facilities, resources, equipment pages, environment section, or institutional support
grant-format-checkFinal compliance/format check of a grant before submission — page limits, margins, fonts, font size, line spacing, file formats, filename rules, and required-attachment completeness. Use in the last days before a deadline, when the user asks to check formatting or submission requirements, or before
grant-human-subjectsComplete the PHS Human Subjects and Clinical Trials Information form — study records, the clinical-trial questionnaire, eligibility criteria, inclusion enrollment reports, recruitment and retention plans, the Protection of Human Subjects attachment, data and safety monitoring plans, sIRB plans, and
grant-innovationDraft the Innovation section of a research grant — what is new and why the novelty matters. Use when the user is writing or revising Innovation (NIH Research Strategy), needs to articulate novelty or what distinguishes their approach from existing work, asks whether their proposal is innovative enou
grant-letters-of-supportDraft letters of support, letters of collaboration, and consultant/resource-access letters for grant applications. Use whenever the user mentions support letters, collaborator letters, LOS, letters of commitment, or needs to request signatures from collaborators, core facilities, consultants, or par
grant-loi-preproposalDraft letters of intent, pre-proposals, preliminary proposals, concept papers, and DoD white papers — the short documents that precede a full application. Use whenever the user mentions an LOI, letter or notice of intent, pre-proposal, preliminary proposal, pre-application, concept paper, white pape
grant-math-notationAudit and refine mathematical notation in math-heavy grant proposals written in LaTeX — symbol consistency, definitions before use, equation correctness checks, theorem/assumption numbering, and LaTeX mechanics. Use whenever a grant contains equations, theorems, algorithms, or mathematical models an
grant-mock-reviewSimulate a study section / peer review of a draft grant — score it against the funder's actual criteria and write critiques as a skeptical reviewer would. Use when the user wants a mock review, red-team, pre-submission critique, "poke holes in this," a reviewer's-eye read, a predicted score or summa
grant-multi-pi-planDraft the Multiple PD/PI Leadership Plan for grants with more than one principal investigator — governance, roles by aim, decision-making and conflict resolution, resource allocation, and the case for why this team: complementary expertise, synergies, and collaboration history. Use whenever an appli
grant-project-narrativeWrite the NIH Project Narrative — the 3-sentence public health relevance statement published verbatim on RePORTER. Use whenever the user mentions project narrative, public health narrative, public health relevance statement, relevance statement, PHN, or "the relevance section" of an NIH application.
grant-proofread-detailDetailed line-level proofread of grant documents — spelling, grammar, punctuation, figure/table reference integrity, typographic consistency (figure-reference styling, heading hierarchy, emphasis), letter-of-support reconciliation (every named collaborator, consultant, core, or site has a letter; ev
grant-proofread-structureHigh-level structural proofread of a full grant proposal — overall flow, missing elements, cross-section consistency, and transitions between major sections. Use when a full draft exists and the user wants a read-through for coherence, asks "does this hang together," wants to check nothing is missin
grant-referencesVerify and manage citations in a grant proposal — every background claim referenced, every reference real and accurate, bibliography formatted per agency rules. Use when the user mentions references, citations, bibliography, EndNote/Zotero/BibTeX for a grant, asks whether citations are real or worri
grant-resource-sharingDraft the NIH Resource Sharing Plan(s) — chiefly the Model Organism Sharing Plan for projects that produce novel/unique model organisms, plus related research-tool and material sharing statements and their MTA/intellectual-property handling. Use whenever the user mentions resource sharing, model org
grant-resubmissionPrepare a grant resubmission or revision after review — decode the summary statement/reviews, plan a point-by-point response, write the Introduction to Resubmission, and revise sections to address critiques. Use whenever the user has received reviews, a summary statement, pink sheets, scores, or pan
grant-setupInitialize a new research grant proposal project — folder structure, funding announcement ingestion, submission checklist, versioning schema, writing-style profile from prior grants, a CLAUDE.md that orients every later session, and interaction ground rules. Use this whenever the user says they are
grant-significanceDraft the Significance section of a research grant — the case that the problem matters and the field will change if the work succeeds. Use when the user is writing or revising Significance or Background & Significance (NIH Research Strategy), the importance/impact framing of an NSF Project Descripti
grant-specific-aimsDraft and refine the Specific Aims page (NIH) or project overview/objectives (NSF, DoD, foundations) of a research grant. Use whenever the user wants to outline their grant's aims, objectives, hypotheses, or overall scope; asks for feedback on which ideas are innovative vs. already done; or wants a
grant-timeline-milestonesDevelop project timelines, milestones, and Gantt charts for grant proposals — mapping aims and tasks to project years, defining go/no-go decision points and deliverables. Use whenever the user mentions timelines, milestones, Gantt charts, project periods, quarters, deliverables schedules, or a revie
grant-titleDevelop or refine the title of a research grant proposal. Use when the user wants title options, asks whether their title is effective, or has just finished a Specific Aims draft (titles are written after aims stabilize). Also use when checking title character limits for NIH (200 characters), NSF, o
Long-horizon goal planning, deep research orchestration, and adaptive replanning using GOAP
5 skills · 1 command · 4 agents
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