Summarize
openclaw/openclaw
Summarize or transcribe URLs, YouTube/videos, podcasts, articles, transcripts, PDFs, and local files.
Summarize long Isabelle or Coq proof scripts into high-level logical steps and reasoning flow.
$ npx skills add ArabelaTso/Skills-4-SE --skill proof-trace-summarizer -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ArabelaTso/Skills-4-SE proof-trace-summarizer --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/ArabelaTso/Skills-4-SE.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/proof-trace-summarizer .claude/skills/proof-trace-summarizer && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "proof-trace-summarizer" agent skill from https://github.com/ArabelaTso/Skills-4-SE/tree/main/skills/proof-trace-summarizer into .claude/skills/proof-trace-summarizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "proof-trace-summarizer", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/ArabelaTso/Skills-4-SE/tree/main/skills/proof-trace-summarizerType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add ArabelaTso/Skills-4-SE --skill proof-trace-summarizer -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ArabelaTso/Skills-4-SE proof-trace-summarizer --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ArabelaTso/Skills-4-SE.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/proof-trace-summarizer .agents/skills/proof-trace-summarizer && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "proof-trace-summarizer" agent skill from https://github.com/ArabelaTso/Skills-4-SE/tree/main/skills/proof-trace-summarizer into .agents/skills/proof-trace-summarizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "proof-trace-summarizer", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add ArabelaTso/Skills-4-SE --skill proof-trace-summarizer -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ArabelaTso/Skills-4-SE proof-trace-summarizer --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ArabelaTso/Skills-4-SE.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/proof-trace-summarizer .cursor/skills/proof-trace-summarizer && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "proof-trace-summarizer" agent skill from https://github.com/ArabelaTso/Skills-4-SE/tree/main/skills/proof-trace-summarizer into .cursor/skills/proof-trace-summarizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "proof-trace-summarizer", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/ArabelaTso/Skills-4-SE.git --path skills/proof-trace-summarizer--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add ArabelaTso/Skills-4-SE --skill proof-trace-summarizer -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ArabelaTso/Skills-4-SE proof-trace-summarizer --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ArabelaTso/Skills-4-SE.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/proof-trace-summarizer .gemini/skills/proof-trace-summarizer && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "proof-trace-summarizer" agent skill from https://github.com/ArabelaTso/Skills-4-SE/tree/main/skills/proof-trace-summarizer into .gemini/skills/proof-trace-summarizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "proof-trace-summarizer", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install ArabelaTso/Skills-4-SE proof-trace-summarizerInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add ArabelaTso/Skills-4-SE --skill proof-trace-summarizer -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ArabelaTso/Skills-4-SE.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/proof-trace-summarizer .github/skills/proof-trace-summarizer && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "proof-trace-summarizer" agent skill from https://github.com/ArabelaTso/Skills-4-SE/tree/main/skills/proof-trace-summarizer into .github/skills/proof-trace-summarizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "proof-trace-summarizer", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add ArabelaTso/Skills-4-SE --skill proof-trace-summarizer -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install ArabelaTso/Skills-4-SE proof-trace-summarizer --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ArabelaTso/Skills-4-SE.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/proof-trace-summarizer .opencode/skills/proof-trace-summarizer && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "proof-trace-summarizer" agent skill from https://github.com/ArabelaTso/Skills-4-SE/tree/main/skills/proof-trace-summarizer into .opencode/skills/proof-trace-summarizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "proof-trace-summarizer", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
proof-trace-summarizerSummarize long Isabelle or Coq proof scripts into high-level logical steps and reasoning flow.
Proof Trace Summarizer is an agent skill from ArabelaTso/Skills-4-SE. Summarize long Isabelle or Coq proof scripts into high-level logical steps and reasoning flow. Use when users need to: (1) Understand the structure of a complex proof, (2) Document proof strategies for others, (3) Extract the key reasoning steps from verbose proof scripts, (4) Create readable proof outlines from detailed tactical proofs. Produces hierarchical outlines with moderate detail showing proof structure, main cases, key lemmas, and reasoning flow for both Isabelle/Isar and Coq proofs.
Its SKILL.md is about 2.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including reference files (for example `references/summarization_patterns.md` and `references/tactic_interpretation.md`).
The repository describes itself as: A curated list of 180+ useful Claude Skills for Software Engineering and resources for customizing AI for SE workflows. The licence is Apache-2.0.
5 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 4f38503. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md (its code samples are isabelle and coq).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Proof Trace Summarizer loads about 2.4k tokens when it runs, and up to ~6.5k if it reads all its reference files. Until then it costs about 130 tokens; SKILL.md has 614 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from ArabelaTso/Skills-4-SE at commit 4f38503, republished under its Apache-2.0 licence (© ArabelaTso). 614 words, ~2,358 tokens.
.claude/skills/proof-trace-summarizer/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.Summarize long proof scripts into high-level logical steps and reasoning flow.
This skill transforms verbose Isabelle or Coq proof scripts into clear, hierarchical summaries that capture the essential reasoning structure. It identifies proof patterns (induction, case analysis, equational reasoning), extracts key steps, and presents them in a readable outline format.
Provide a proof script with:
The skill will produce a hierarchical outline showing:
Recognize the high-level proof pattern:
Induction proof: Look for proof (induction ...) (Isabelle) or induction ... as [|...] (Coq)
Case analysis: Look for proof (cases ...) (Isabelle) or destruct ... as [...] (Coq)
Direct proof: Sequential reasoning without major branching
Equational reasoning: Chain of rewrites or calculations
Hybrid: Combination of patterns
Identify the key structural elements:
Combine sequences of tactics into logical units:
Structure the summary as a tree:
Main theorem: <statement>
├─ Proof strategy: <induction/cases/direct>
├─ Case 1: <description>
│ ├─ Subgoal 1.1: <description>
│ │ └─ <how proven>
│ └─ Subgoal 1.2: <description>
│ └─ <how proven>
└─ Case 2: <description>
└─ <how proven>For each step, include:
Omit:
Input proof script:
lemma rev_rev: "rev (rev xs) = xs"
proof (induction xs)
case Nil
show ?case by simp
next
case (Cons x xs)
have "rev (rev (x # xs)) = rev (rev xs @ [x])" by simp
also have "... = rev [x] @ rev (rev xs)" by simp
also have "... = [x] @ xs" using Cons.IH by simp
also have "... = x # xs" by simp
finally show ?case .
qedOutput summary:
Theorem: rev (rev xs) = xs
Proof by induction on xs
├─ Base case: xs = []
│ └─ Simplification: rev (rev []) = rev [] = []
│
└─ Inductive case: xs = x # xs'
├─ IH: rev (rev xs') = xs'
└─ Equational reasoning:
├─ rev (rev (x # xs')) = rev (rev xs' @ [x]) (definition of rev)
├─ = rev [x] @ rev (rev xs') (rev distributes)
├─ = [x] @ xs' (apply IH)
└─ = x # xs' (list notation)Input proof script:
Theorem option_map_Some : forall (A B : Type) (f : A -> B) (x : option A) (y : B),
option_map f x = Some y -> exists z, x = Some z /\ f z = y.
Proof.
intros A B f x y H.
destruct x as [z|].
- simpl in H. injection H as H. exists z. split.
+ reflexivity.
+ exact H.
- simpl in H. discriminate H.
Qed.Output summary:
Theorem: option_map f x = Some y → ∃z. x = Some z ∧ f z = y
Proof by case analysis on x
├─ Case: x = Some z
│ ├─ Simplify: option_map f (Some z) = Some (f z)
│ ├─ Extract: f z = y from Some (f z) = Some y
│ └─ Witness: z satisfies x = Some z and f z = y
│
└─ Case: x = None
└─ Contradiction: option_map f None = None ≠ Some yInput proof script:
lemma sorted_append:
assumes "sorted xs" "sorted ys" "∀x∈set xs. ∀y∈set ys. x ≤ y"
shows "sorted (xs @ ys)"
using assms
proof (induction xs)
case Nil
then show ?case by simp
next
case (Cons x xs)
then have "sorted xs" and "sorted ys" by auto
moreover have "∀z∈set xs. ∀y∈set ys. z ≤ y" using Cons.prems by auto
ultimately have "sorted (xs @ ys)" using Cons.IH by simp
moreover have "∀z∈set (xs @ ys). x ≤ z"
proof -
have "∀z∈set xs. x ≤ z" using Cons.prems by auto
moreover have "∀z∈set ys. x ≤ z" using Cons.prems by auto
ultimately show ?thesis by auto
qed
ultimately show ?case by (simp add: sorted_Cons)
qedOutput summary:
Theorem: sorted xs ∧ sorted ys ∧ (∀x∈xs. ∀y∈ys. x ≤ y) → sorted (xs @ ys)
Proof by induction on xs
├─ Base case: xs = []
│ └─ Simplification: sorted ([] @ ys) = sorted ys (given)
│
└─ Inductive case: xs = x # xs'
├─ IH: sorted xs' ∧ sorted ys ∧ (∀z∈xs'. ∀y∈ys. z ≤ y) → sorted (xs' @ ys)
├─ Apply IH: sorted (xs' @ ys)
│ └─ Verified: xs' sorted, ys sorted, ordering holds
├─ Prove: x ≤ all elements in (xs' @ ys)
│ ├─ x ≤ all in xs' (from sorted (x # xs'))
│ └─ x ≤ all in ys (from assumption)
└─ Conclusion: sorted (x # (xs' @ ys)) by sorted_Cons lemmaIndicators: by simp, by auto, reflexivity., auto.
Summary format:
Direct proof by [method]
└─ [Brief description of what automation handles]Indicators: proof (induction ...), induction ... as [|...]
Summary format:
Proof by induction on <var>
├─ Base case: <var> = <base>
│ └─ <proof method>
└─ Inductive case: <var> = <constructor> <subterm>
├─ IH: <hypothesis>
└─ <how IH is used>Indicators: proof (cases ...), destruct ... as [...]
Summary format:
Proof by case analysis on <var>
├─ Case: <var> = <value1>
│ └─ <proof method>
└─ Case: <var> = <value2>
└─ <proof method>Indicators: also ... finally, multiple rewrite steps
Summary format:
Equational reasoning
├─ Start: <expr1>
├─ = <expr2> (<justification>)
├─ = <expr3> (<justification>)
└─ = <goal>Indicators: by (rule lemma), apply lemma.
Summary format:
Apply lemma <name>
├─ Lemma: <statement>
└─ Instantiation: <parameters>Provide a brief summary:
Proof: <one-line description of method>Use hierarchical outline with 2-3 levels:
Main strategy
├─ Step 1
└─ Step 2Use full hierarchical outline with:
✓ Clear structure: Hierarchical outline shows proof organization ✓ Appropriate detail: Captures key steps, omits routine ones ✓ Readable: Uses natural language, not just tactic names ✓ Accurate: Faithfully represents the proof logic ✓ Informative: Highlights non-obvious reasoning
by simp, reflexivity.)next, qed, etc.)Detailed guides for proof analysis:
Load these references when:
© ArabelaTso, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 2 other files (references) in skills/proof-trace-summarizer of ArabelaTso/Skills-4-SE.
Open the folder on GitHubat commit 4f38503
Proof Trace Summarizer next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Proof Trace Summarizer this skillArabelaTso/Skills-4-SE | 253 | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | |
| Summarizeopenclaw/openclaw | 392k | 1 repos | ~531 | Automated safety check: Pass | MIT | |
| Research Summarizeralirezarezvani/claude-skills | 28k | 1 repos | ~2.7k | Automated safety check: Pass | MIT | |
| Proof Videoopenclaw/openclaw | 392k | — | ~2.4k | Automated safety check: Pass | MIT | |
| Observe Traceruvnet/ruflo | 74k | — | ~522 | Automated safety check: Notes | MIT | |
| Hacker News Summarizerykdojo/claude-code-tips | 10k | — | ~942 | Automated safety check: Pass | Custom licence |
openclaw/openclaw
Summarize or transcribe URLs, YouTube/videos, podcasts, articles, transcripts, PDFs, and local files.
alirezarezvani/claude-skills
Structured research summarization agent skill for non-dev users.
openclaw/openclaw
Add subtitles, captions, narration cues, or zoom to a proof video or PR recording using repo-local capture helpers and a system ffmpeg renderer.
ruvnet/ruflo
Trace agent execution by collecting spans and building a trace tree for a task
ykdojo/claude-code-tips
Fetches Hacker News top stories, a chosen story with its comment thread and the linked article through the official APIs, then summarizes them.
zereight/gitlab-mcp
Evidence-driven tracing with competing hypotheses in parallel.
ArabelaTso/Skills-4-SE
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ArabelaTso/Skills-4-SE
Generate test cases using metamorphic testing by applying transformations based on metamorphic properties.
ArabelaTso/Skills-4-SE
Instruments programs to capture execution traces specifically for reproducing reported bugs, enabling consistent replay and diagnosis of failures.
ArabelaTso/Skills-4-SE
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ArabelaTso/Skills-4-SE
Instrument programs (Python, C/C++, Java) to capture snapshots of key program states at runtime, including variables, memory, and call stacks.
Summarize long Isabelle or Coq proof scripts into high-level logical steps and reasoning flow. Proof Trace Summarizer is an agent skill from ArabelaTso/Skills-4-SE. Summarize long Isabelle or Coq proof scripts into high-level logical steps and reasoning flow.
Proof Trace Summarizer fits situations like: understand the structure of a complex proof; document proof strategies for others; extract the key reasoning steps from verbose proof scripts; create readable proof outlines from detailed tactical proofs.
Run `npx skills add ArabelaTso/Skills-4-SE --skill proof-trace-summarizer -a claude-code`. Or copy the skill folder (skills/proof-trace-summarizer in ArabelaTso/Skills-4-SE) into .claude/skills/proof-trace-summarizer in your project. Claude Code loads it when a task matches its description.
Run `npx skills add ArabelaTso/Skills-4-SE --skill proof-trace-summarizer -a codex`. Or copy the skill folder (skills/proof-trace-summarizer in ArabelaTso/Skills-4-SE) into .agents/skills/proof-trace-summarizer in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add ArabelaTso/Skills-4-SE --skill proof-trace-summarizer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/proof-trace-summarizer, .gemini/skills/proof-trace-summarizer, .github/skills/proof-trace-summarizer and .opencode/skills/proof-trace-summarizer in your project.
SKILL.md names no scripts, command-line tools or credentials: Proof Trace Summarizer is instructions for the agent only.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Proof Trace Summarizer is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.4k tokens (SKILL.md is roughly 9.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 4.2k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Proof Trace Summarizer: Summarize (openclaw/openclaw, 392k stars), Research Summarizer (alirezarezvani/claude-skills, 28k stars), Proof Video (openclaw/openclaw, 392k stars) and Observe Trace (ruvnet/ruflo, 74k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
ArabelaTso (a GitHub user) maintains it in ArabelaTso/Skills-4-SE, which has 253 GitHub stars. The repository holds 170 skills in this directory. The repository was last updated on August 21, 2026.
Source: ArabelaTso/Skills-4-SE on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.