Evidence self-loop for surveys: read evidence bindings + evidence packs, then write an actionable upstream TODO plan (which stage/skill to fix) before writing more prose. Writes output/EVIDENCESELFLOOPTODO.md. Trigger: evidence self-loop, evidence loop, evidence gaps, binding gaps, blockingmissing, 证据自循环, 证据缺口回路. Use when: C4 outputs exist (outline/evidencebindings.jsonl, outline/evidencedrafts.jsonl) but writing looks hollow or C5 is BLOCKED due to thin evidence. Skip if: you are still pre-C3 (no notes/evidence bank yet), or you want to draft anyway and accept a lower evidence bar. Network: none. Guardrail: analysis-only; do not edit evidence/writing artifacts; do not invent facts/citations; only write the TODO report.
EnglishWrite survey prose into per-section files under sections/ so each unit can be QA'd independently before merging. Trigger: subsection writer, per-section writing, split sections, sections/, 分小节写, 按章节拆分写作. Use when: Approve C2 is recorded and writer packs exist (outline/writercontextpacks.jsonl); you want evidence-bounded drafting without a monolithic one-shot draft. Skip if: DECISIONS.md approval is missing, or outline/evidencedrafts.jsonl / citations/ref.bib is missing. Network: none. Guardrail: do not invent facts/citations; no TODO/ellipsis leakage; keep citations subsection- or chapter-scoped; H3 body files and chapter leads must not contain headings.
English
AGENT SKILLS ATLASIncludes Evidence Selfloop and Subsection Writer.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLISupported by the Atlas install prompt. Skill-specific requirements vary.
Pack stats
What’s included
Evidence Selfloop
Evidence self-loop for surveys: read evidence bindings + evidence packs, then write an actionable upstream TODO plan (which stage/skill to fix) before writing more prose. Writes output/EVIDENCESELFLOOPTODO.md. Trigger: evidence self-loop, evidence loop, evidence gaps, binding gaps, blockingmissing, 证据自循环, 证据缺口回路. Use when: C4 outputs exist (outline/evidencebindings.jsonl, outline/evidencedrafts.jsonl) but writing looks hollow or C5 is BLOCKED due to thin evidence. Skip if: you are still pre-C3 (no notes/evidence bank yet), or you want to draft anyway and accept a lower evidence bar. Network: none. Guardrail: analysis-only; do not edit evidence/writing artifacts; do not invent facts/citations; only write the TODO report.
Subsection Writer
Write survey prose into per-section files under sections/ so each unit can be QA'd independently before merging. Trigger: subsection writer, per-section writing, split sections, sections/, 分小节写, 按章节拆分写作. Use when: Approve C2 is recorded and writer packs exist (outline/writercontextpacks.jsonl); you want evidence-bounded drafting without a monolithic one-shot draft. Skip if: DECISIONS.md approval is missing, or outline/evidencedrafts.jsonl / citations/ref.bib is missing. Network: none. Guardrail: do not invent facts/citations; no TODO/ellipsis leakage; keep citations subsection- or chapter-scoped; H3 body files and chapter leads must not contain headings.
Quick start
- Choose your skills. Select individual skills above, or choose the entire pack.
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Try it with your agent
After installation, start with a request like:
Use the Evidence Selfloop skill to help with my task.
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