Beamer Pipeline Public

Workflows

Convert academic papers or notes into Chinese academic Beamer slides using a seven-phase local pipeline with pluggable agent execution and LaTeX compilation.

Install

openclaw skills install beamer-pipeline-public

Beamer Pipeline Public

Convert academic papers or structured paper notes into a Chinese academic Beamer deliverable through the same seven-phase pipeline shape as the original /beamer shortcut, while keeping the public package free of private Telegram queue, worker, session, and local-path coupling.

v0.3.0

  • Removed all hardcoded ~/clawd/* paths in artifact-search roots; replaced with ~/.openclaw/* equivalents so the skill runs correctly on any OpenClaw installation.
  • Added run_agent_role.js with shared agent-role dispatch logic (programmer/reviewer/tester).
  • Added full repair/scanner script suite: equation coverage repair, instruction leak repair, notation coverage repair, strategy placeholder repair, equation coverage scanner, slide symbol scanner, and coverage status.
  • Enhanced deck_language_render_guards.js for output language constraints.
  • All 15 JS scripts pass node -c syntax verification.

What this skill does

This skill provides a publishable, local-first Beamer pipeline runner. It preserves the original seven-stage contract:

  1. analysis / 分析: build analysis.json with paragraph, figure, table, equation, notation, and formal-statement ledgers.
  2. slides_outline_skeleton / slides 大纲: build slides.json with roadmap, conclusion preview, body/appendix split, and slide skeletons.
  3. equation_coverage / 公式覆盖: resolve equation_coverage to concrete slide/frame mappings.
  4. notation_consistency / 记号一致性: resolve notation_coverage, first visible definitions, and cross-slide consistency.
  5. compile_and_structural_repair / 编译与结构修复: produce main.tex, compile or repair main.pdf, and check structural alignment.
  6. review_and_auto_rework / reviewer 审核与自动返工: convert reviewer failures into repair work and revalidate.
  7. final_acceptance_delivery / 终验与交付: package final artifacts and require ready-for-review acceptance fields.

The public runner creates phase prompts, phase logs, state files, workspace contracts, and local validation gates. Agent execution is intentionally pluggable via --agent-cmd so that ClawHub users can attach their own OpenClaw or LLM runtime without shipping Yilin's private Telegram worker/session implementation.

Deliverable folder

The pipeline writes one canonical output directory containing, as phases progress:

  • analysis.json
  • slides.json
  • main.tex
  • main.pdf when LaTeX compilation succeeds
  • README.md
  • asset_manifest.json
  • figures/
  • beamer_task_contract.md
  • beamer_pipeline_state.json
  • beamer_phase_log.jsonl
  • phase_<n>_<name>_prompt.md

Inputs

  • A source document path, usually Markdown converted from a paper, or a paper-note file.
  • An output directory.
  • Optional execution flags for dry-run, single-phase execution, validation, asset preparation, LaTeX command, and agent command.

CLI usage

node scripts/run_beamer_public.js --input paper.md --out out --dry-run
node scripts/run_beamer_public.js --input paper.md --out out --init-only
node scripts/run_beamer_public.js --input paper.md --out out --phase 1 --agent-cmd 'your-agent --prompt {prompt}'
node scripts/run_beamer_public.js --input paper.md --out out --validate-phase 5

Supported options:

  • --init-only: prepare workspace, localized assets, and contract only.
  • --dry-run: print the seven-phase plan and required artifacts.
  • --phase <1-7>: run one phase.
  • --validate-phase <2-6>: validate existing artifacts for a phase gate.
  • --agent-cmd <command>: command used to produce/repair artifacts for each phase.
  • --latex-cmd <command>: LaTeX command for phase 5, default LATEXMK_BIN or latexmk.
  • --skip-assets: skip prepare_task_assets.js.

--agent-cmd placeholders:

  • {prompt}: generated phase prompt file path, shell-quoted.
  • {phase}: phase index.
  • {phaseName}: phase name.
  • {out}: output directory, shell-quoted.
  • {input}: source file path, shell-quoted.

Agent setup (required for default --agent-cmd)

The default agent command uses {role} which maps to three agent IDs:

PhaseAgent ID
1-5programmer
6reviewer
7tester

These are not standard OpenClaw agent IDs — they must be configured in the user's ~/.openclaw/openclaw.json under agents.list. A minimal configuration example:

{
  "agents": {
    "list": [
      { "id": "main", ... },
      {
        "id": "programmer",
        "name": "Programmer",
        "model": { "primary": "your-model" },
        "workspace": "/path/to/workspace"
      },
      {
        "id": "reviewer",
        "name": "Reviewer",
        "model": { "primary": "your-model" },
        "workspace": "/path/to/workspace"
      },
      {
        "id": "tester",
        "name": "Tester",
        "model": { "primary": "your-model" },
        "workspace": "/path/to/workspace"
      }
    ]
  }
}

Alternatives

  • --no-agent: skip all agent invocations and write prompt files only. Useful for inspection or manual execution.
  • Custom --agent-cmd: provide your own command, e.g. --agent-cmd 'openclaw agent --agent main --message "$(cat {prompt})"' to route all phases through a single agent.

Quality contract

A generated deck should:

  • Preserve all source figures, tables, subfigures, and appendix figures/tables when available.
  • Expand slide count as needed; any target slide count is a lower bound, not a cap.
  • Include a roadmap page and conclusion-preview page.
  • Use formal Chinese academic presentation style.
  • Separate formal statements from intuition when both are needed.
  • Give full faithful Chinese translations for crucial theorem/proposition/lemma/corollary/definition/assumption statements.
  • Keep visible slide text free of internal scaffold labels such as core_message, source_paragraph_ids, paragraph_ledger, 核心信息, 来源段落, 这页负责, and 服务于未读论文听众.
  • Track figure/table/equation/notation/formal-statement coverage explicitly.
  • Define symbols, abbreviations, operators, and hyperparameters on first visible use using source-grounded definitions.

Included scripts

Pipeline runner

  • scripts/run_beamer_public.js: public seven-phase runner with pluggable agent execution.
  • scripts/run_agent_role.js: shared agent-role logic for programmer/reviewer/tester phases.
  • scripts/beamer_phase_blueprint.js: seven-phase names, goals, required artifacts, and planned-coverage gates.
  • scripts/prepare_task_assets.js: localizes markdown image URLs into figures/ and writes asset_manifest.json.
  • scripts/beamer_acceptance_contract.js: validates final structured Beamer acceptance fields.

Repair scripts (auto-fix specific quality issues)

  • scripts/deck_equation_coverage_repair.js: repairs unresolved equation coverage entries.
  • scripts/deck_instruction_leak_repair.js: removes scaffold/internal instruction leakage from slide text.
  • scripts/deck_notation_coverage_repair.js: repairs missing or inconsistent notation coverage.
  • scripts/deck_strategy_placeholder_repair.js: replaces strategy placeholders with concrete content.

Scanner scripts (detect quality issues)

  • scripts/deck_equation_coverage_scanner.js: scans for equation coverage gaps.
  • scripts/slide_symbol_scanner.js: scans for symbol definition/usage inconsistencies.
  • scripts/coverage_status.js: computes coverage status across equation/notation/formal-statement dimensions.

Shared utilities

  • scripts/deck_symbol_canonicalization.js: shared symbol canonicalization helper.
  • scripts/deck_language_render_guards.js: render guard constraints for output language.
  • scripts/slide_schema.js: shared slide/equation block normalization helper.

Dependencies

Required:

  • Node.js 18+ or newer

Optional:

  • A LaTeX distribution such as TeX Live or MacTeX
  • latexmk or xelatex for compiling main.tex to main.pdf
  • An OpenClaw or other agent runtime wired through --agent-cmd

Privacy and portability notes

This public package intentionally excludes:

  • Telegram bot tokens and session targets
  • .openclaw runtime state
  • SQLite task databases
  • launchd worker configuration
  • private OpenClaw runtime/session/database orchestration code
  • executable upstream reference snapshots
  • user-specific logs and caches
  • private source PDFs or historical task outputs

Do not publish generated paper decks unless you have the right to redistribute their source content and figures.