SKILLEMALL.ai
GitHub ↗ RU Sign in

BD talk-pipeline

Orchestrates the complete talk preparation pipeline from raw material to revision sheets, running 6 stages in sequence with human-in-the-loop checkpoints for REX or Concept mode talks. Use when starting a new talk pipeline, resuming a pipeline from a specific stage, or running the full end-to-end preparation workflow.

FlorianBruniaux/claude-code-ultimate-guide Agent Skills author: FlorianBruniaux CC-BY-SA-4.0 1 file body ≈ 1 348 tokens Open the sourcegithub.com↗ analyzed 2 d ago

Orchestrates the complete talk preparation pipeline from raw material to revision sheets, running 6 stages in sequence with human-in-the-loop checkpoints for…

As a process D 36/100 · Unfinished process — References files that are not bundled: ../stage-1-extract/SKILL.md, ../stage-2-research/SKILL.md, ../stage-3-concepts/SKILL.md

ProcedureInfrastructuretype and topics are labelled automatically from the skill text
Runs in: Claude / Claude Code ChatGPT / Codex Gemini CLI Cursor GitHub Copilot / VS Code Qwen Code Kimi Code CLI Z.ai (GLM) DeepSeek (Deep Code) Mistral Vibe LangChain (deepagents) OpenClaw Goose OpenCode
JSON
Technical rating
B
90/100
safety, quality, tests
Safety 60%
100
Quality 40%
74
Run on models
none yet
Process rating
D
36/100
Unfinished process
References files that are not bundled: ../stage-1-extract/SKILL.md, ../stage-2-research/SKILL.md, ../stage-3-concepts/SKILL.md
Tools and files w 18
0
Inputs and preconditions w 11
0
Failures and branches w 10
0
the three weakest of ten parameters · all ten

How to improve

  1. The text references files that are not there: add them or drop the references.
For the model run — optional
  • Your own cases (evals/evals.json, 4–6 real requests with expected answers): the full check would then run those instead of a model-drafted suite.
  • A spec.yaml with trigger phrases and assertions — a behaviour contract for CI; `skilltest init` writes a template.

Guard findings · 0

✓ No critical or high findings

Files scanned: 1. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning missing-ref reference to a missing file: ../stage-1-extract/SKILL.md
  • warning missing-ref reference to a missing file: ../stage-2-research/SKILL.md
  • warning missing-ref reference to a missing file: ../stage-3-concepts/SKILL.md
  • warning missing-ref reference to a missing file: ../stage-4-position/SKILL.md
  • warning missing-ref reference to a missing file: ../stage-5-script/SKILL.md
  • warning missing-ref reference to a missing file: ../stage-6-revision/SKILL.md
  • warning missing-ref reference to a missing file: ../../../../guide/workflows/talk-pipeline.md
  • note frontmatter-key unknown frontmatter key "effort"

Process rating: all ten parameters 36/100

Will not run. References files that are not bundled: ../stage-1-extract/SKILL.md, ../stage-2-research/SKILL.md, ../stage-3-concepts/SKILL.md
  • 0Tools and files. 7 referenced file(s) missing: ../stage-1-extract/SKILL.md, ../stage-2-research/SKILL.md, ../stage-3-concepts/SKILL.md
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 0Failures and branches. Linear process with no failure handling
  • 0Progress reporting. Says nothing while it works
  • 20When it triggers. No condition that starts the skill
  • 30Running it twice. 1 mutating operations with no state check
  • 40Consistency. Frontmatter name (talk-pipeline) differs from the folder (orchestrator)
  • 60Result and completion. Output format stated, no completion criterion
  • 100Steps. 30 steps
  • 100Execution cost. Instruction body is 1348 tokens
  • low 12 top-level sections: this looks like several domains in one skill

Everything here is measured from the skill text rather than judged by a model, so the numbers are checkable. A parameter weighs more when it is a more common reason for the process to stall.

Quality signals

  • +5Description has no quoted example phrases that should trigger the skill
  • +4Description does not say when NOT to use the skill (false activations)
  • +1No license
  • +2Single-language instructions
  • +3Description length 319: enough signal without eating the budget
  • +4Structure: 13 headings
  • +3Step-by-step instructions: 30 items
  • +3Output format is stated explicitly
  • +4Has examples (5 code blocks)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 74.