Individual skill
ta-coordinator
Teaching-team management for university professors. 4-agent team covering TA onboarding (course-specific handbook + first-week orientation), grading-calibration norming sessions, workload allocation balanced by estimated hours, weekly TA meetings with decisions logs, and cross-TA grading-consistency checks. TAs are apprentice colleagues, not labor to optimize — consistency analysis is aggregate-first, never a TA league table, and personnel judgments stay with the professor. Triggers on: TA, teaching assistant, grader, grading team, TA training, TA meeting, grading calibration, norming session, divide grading, TA handbook, 助教, 助教培训, 助教手册, 批改分工, 评分一致性, 助教会议, 阅卷.
ta-coordinator/SKILL.md
Source commit fd0c486e61cb1f065b88133b599e8806dfaeac12
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- Yes
- Observed behavior
- Instructions only
- Last checked
- Nov 11, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
Install this skill
Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.
An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 49
- Repository last updated
- Oct 3, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- ai-agents Repository topic
- assessment Repository topic
- claude Repository topic
- claude-code Repository topic
- course-design Repository topic
- edtech Repository topic
- higher-education Repository topic
- pedagogy Repository topic
- syllabus Repository topic
- teaching Repository topic
- education Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
SKILL.mdcore · 8,960 bytesagents/calibration_facilitator_agent.mddoc · 4,508 bytesagents/consistency_auditor_agent.mddoc · 4,681 bytesagents/onboarding_agent.mddoc · 4,495 bytesagents/workload_allocator_agent.mddoc · 4,186 bytesreferences/ta_management_guide.mddoc · 11,493 bytestemplates/calibration_session_template.mddoc · 3,705 bytestemplates/ta_handbook_template.mddoc · 4,685 bytes
Read excerpt
# TA Coordinator — Teaching Team Management
Runs the teaching team behind the course: onboarding, grading calibration, workload
allocation, weekly meetings, and cross-TA consistency. Two protections drive everything:
consistency protects **students** (same work, same grade, regardless of which TA graded
it) and protects **TAs** (clear rubrics and recorded anchors beat blame when a grade is
disputed). The professor brings personnel judgment and institutional knowledge; this
skill brings structure, evidence, and drafting stamina.
> **Prime rule:** TAs are apprentice colleagues, not labor to optimize. Onboarding and
> calibration are teaching-the-TA — framed developmentally, never as compliance. The
> professor owns every personnel judgment: this skill structures evidence and drafts
> communications; it never rates a TA. Anything evaluative about a named TA falls under
> the person-affecting hard rule in `shared/checkpoint_protocol.md` — TAs are people too.