how-to-write-ideas-report

how-to-write-ideas-report is a skill for Claude Code from QuantumBFS/sci-brain. It costs 32 tokens per session (773 once invoked), scanned A, original, MIT.

A workflow for turning a completed brainstorming session or selected research direction into a structured ideas report. It creates a proposal for future work, not a paper reporting finished results.

In plain words
What is it for?
Use it to turn a brainstorm log into a dated report with a research direction, supporting context, diagrams, and references when needed.
Why use it?
It preserves the reasoning behind a research idea and separates early proposals from literature surveys and completed scientific manuscripts.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the sci-brain plugin — 17 skills shipped together

Good fit Use it to turn a brainstorm log into a dated report with a research direction, supporting context, diagrams, and references when needed.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/quantumbfs/sci-brain/how-to-write-ideas-report
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add QuantumBFS/sci-brain --skill how-to-write-ideas-report
Clone the repo
git clone --depth 1 https://github.com/QuantumBFS/sci-brain

Made for: Claude Code.

Or install sci-brain, the plugin that ships this one along with the rest of its 17 skills.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for how-to-write-ideas-report

README.md
[![agentmods](https://agentmods.dev/badge/skills/quantumbfs/sci-brain/how-to-write-ideas-report/github.svg)](https://agentmods.dev/skills/quantumbfs/sci-brain/how-to-write-ideas-report)
Your own site
<a href="https://agentmods.dev/skills/quantumbfs/sci-brain/how-to-write-ideas-report"><img src="https://agentmods.dev/badge/skills/quantumbfs/sci-brain/how-to-write-ideas-report/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for how-to-write-ideas-report

Your own site · 80×15
<a href="https://agentmods.dev/skills/quantumbfs/sci-brain/how-to-write-ideas-report"><img src="https://agentmods.dev/badge/skills/quantumbfs/sci-brain/how-to-write-ideas-report.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 32 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 773 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 1 finding, up to medium

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • medium Excessive Agency · line 31
    Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.
    Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00032 $0.00773
Opus 5.5 $0.00013 $0.00309
Sonnet 5.5 $0.00006 $0.00155
Haiku 4.5 $0.00003 $0.00077

Measured 24d ago against content hash 120eea56754c, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

how-to-write-ideas-report scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 24d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/how-to-write-ideas-report/SKILL.md · 53 lines

How it starts

The opening of the file, as written. The whole thing — 53 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Installed resources

Keep the working directory at the user's project. Resolve this loaded SKILL.md with Path(path).resolve() before locating resources; follow symlinks. Bare helpers/, references/, and template paths are relative to that real skill directory. A path written as skills/<name>/... means the installed <name> skill's directory from the agent's skill catalog, not a path in the user's project. Locate each dependency by its public skill name; copied skills need not be siblings. If a dependency is absent, report the missing skill and install it before that step. Shared writing files are bundled in how-to-write-ideas-report/references/.

Path conventions: docs/discussion/ and articles/ resolve from the project working directory; resource paths follow Installed resources above.

Write an ideas report

Write a structured ideas report after a brainstorm-ideas session has converged on a research direction. Invoked by brainstorm-ideas at Phase 3 wrap-up, or directly on a past session log. This is an upstream proposal/research-plan artifact, not a manuscript with completed results; redirect field/technology assessments to survey report mode and real manuscripts to write-paper.

Setup

Follow skills/how-to-technical-writing/SKILL.md for sentence- and paragraph-level prose rules. Follow skills/how-to-write-ideas-report/references/writing-workflow.md for context loading, citation handling, gap-filling research, output format, diagrams, and finish checks.

  • Primary source: docs/discussion/*-brainstorm-ideas-log.md. If multiple logs exist and the request does not identify one, ask which to use.
  • If no log exists, use the chosen direction and reasoning already in the conversation or supplied notes. Ask only for substance needed to write the requested report.
  • Save to articles/YYYY-MM-DD-<topic>-ideas-report.{md,typ,tex} with a matching bibliography when citations are used.
  • When entering from brainstorm-ideas Phase 3, carry forward the active conversation log, user profile, chosen direction, key references, and concrete action plan without asking the user to repeat them.

Read the full file on GitHub · 53 lines

Files

What ships with it

2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 24d ago Changed 120eea56754c
  2. 1mo ago Changed 19b0f95e687b
  3. 1mo ago Changed · +12 lines a91de8ce1dc1
  4. 1mo ago First seen · 41 lines · 32 tokens per session scan A cb4247195a0e

Subscribe to this mod's changes

how-to-write-ideas-report is a skill published in the GitHub repository QuantumBFS/sci-brain (101 stars, last pushed 23d ago), licensed MIT. It adds 32 tokens to every session and 773 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

Related

Other skills, from other repositories

instrument-data-to-allotrope

Convert laboratory instrument output files (PDF, CSV, Excel, TXT) to Allotrope Simple Model (ASM) JSON format or flattened 2D CSV. Use this skill when scientists need to standardize instrument data for LIMS systems, data lakes, or downstream analysis. Supports auto-detection of instrument types. Outputs include full…

anthropics/knowledge-work-plugins · 123 tokens

exploratory-data-analysis

Performs bounded, local exploratory analysis of explicitly supported scientific files. Supports redacted CSV/TSV/JSON profiles; optional NumPy, HDF5, FASTA/FASTQ, and basic image metadata inspection; missingness/leakage audits; outlier and transformation sensitivity; and rigorous EDA report scaffolds. Other domain…

K-Dense-AI/scientific-agent-skills · 83 tokens

matlab

Builds, reviews, migrates, and plans MATLAB or GNU Octave numerical workflows. Use for arrays, tabular/time data, tests, projects, graphics, MAT files, and explicit Python interoperability.

K-Dense-AI/scientific-agent-skills · 44 tokens

phylogenetics

Builds and analyzes phylogenetic trees using MAFFT multiple sequence alignment, IQ-TREE maximum likelihood with ModelFinder and branch support, and FastTree approximate inference. Uses ETE3 for tree summaries and visualization. Applies to homologous nucleotide or protein sequences, microbial gene trees, protein…

K-Dense-AI/scientific-agent-skills · 71 tokens

research-engineer

An uncompromising Academic Research Engineer. Operates with absolute scientific rigor, objective criticism, and zero flair. Focuses on theoretical correctness, formal verification, and optimal implementation across any required technology.

davila7/claude-code-templates · 43 tokens

presenting-conference-talks

Generates conference presentation slides (Beamer LaTeX PDF and editable PPTX) from a compiled paper with speaker notes and talk script. Use when preparing oral talks, spotlight presentations, or invited talks for ML and systems conferences.

Orchestra-Research/AI-Research-SKILLs · 53 tokens