Agent skill

Gap Analyzer

by ItamarZand88 in ItamarZand88/CLI-Anything-WEB

Compares a CLI's implemented commands against its APP.md API map and traffic-analysis.json to find missing endpoints, incomplete CRUD, dead client methods, and priority gaps.

MITAuto-check passed

Install Gap Analyzer

skills CLI

$ npx skills add ItamarZand88/CLI-Anything-WEB --skill gap-analyzer -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI

$ gh skill install ItamarZand88/CLI-Anything-WEB gap-analyzer --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy

$ git clone --depth 1 https://github.com/ItamarZand88/CLI-Anything-WEB.git skills-src && mkdir -p .claude/skills && cp -r skills-src/cli-anything-web-plugin/skills/gap-analyzer .claude/skills/gap-analyzer && rm -rf skills-src

Use ~/.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/

Paste into Claude Code

Install the "gap-analyzer" agent skill from https://github.com/ItamarZand88/CLI-Anything-WEB/tree/main/cli-anything-web-plugin/skills/gap-analyzer into .claude/skills/gap-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gap-analyzer", 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

$skill-installer install https://github.com/ItamarZand88/CLI-Anything-WEB/tree/main/cli-anything-web-plugin/skills/gap-analyzer

Type 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.

skills CLI

$ npx skills add ItamarZand88/CLI-Anything-WEB --skill gap-analyzer -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install ItamarZand88/CLI-Anything-WEB gap-analyzer --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/ItamarZand88/CLI-Anything-WEB.git skills-src && mkdir -p .agents/skills && cp -r skills-src/cli-anything-web-plugin/skills/gap-analyzer .agents/skills/gap-analyzer && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "gap-analyzer" agent skill from https://github.com/ItamarZand88/CLI-Anything-WEB/tree/main/cli-anything-web-plugin/skills/gap-analyzer into .agents/skills/gap-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gap-analyzer", 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.

skills CLI

$ npx skills add ItamarZand88/CLI-Anything-WEB --skill gap-analyzer -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install ItamarZand88/CLI-Anything-WEB gap-analyzer --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/ItamarZand88/CLI-Anything-WEB.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/cli-anything-web-plugin/skills/gap-analyzer .cursor/skills/gap-analyzer && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "gap-analyzer" agent skill from https://github.com/ItamarZand88/CLI-Anything-WEB/tree/main/cli-anything-web-plugin/skills/gap-analyzer into .cursor/skills/gap-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gap-analyzer", 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

$ gemini skills install https://github.com/ItamarZand88/CLI-Anything-WEB.git --path cli-anything-web-plugin/skills/gap-analyzer

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add ItamarZand88/CLI-Anything-WEB --skill gap-analyzer -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install ItamarZand88/CLI-Anything-WEB gap-analyzer --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/ItamarZand88/CLI-Anything-WEB.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/cli-anything-web-plugin/skills/gap-analyzer .gemini/skills/gap-analyzer && rm -rf skills-src

Use ~/.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/

Paste into Gemini CLI

Install the "gap-analyzer" agent skill from https://github.com/ItamarZand88/CLI-Anything-WEB/tree/main/cli-anything-web-plugin/skills/gap-analyzer into .gemini/skills/gap-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gap-analyzer", 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.

GitHub CLI

$ gh skill install ItamarZand88/CLI-Anything-WEB gap-analyzer

Installs 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).

skills CLI

$ npx skills add ItamarZand88/CLI-Anything-WEB --skill gap-analyzer -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/ItamarZand88/CLI-Anything-WEB.git skills-src && mkdir -p .github/skills && cp -r skills-src/cli-anything-web-plugin/skills/gap-analyzer .github/skills/gap-analyzer && rm -rf skills-src

Use ~/.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/

Paste into GitHub Copilot

Install the "gap-analyzer" agent skill from https://github.com/ItamarZand88/CLI-Anything-WEB/tree/main/cli-anything-web-plugin/skills/gap-analyzer into .github/skills/gap-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gap-analyzer", 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.

skills CLI

$ npx skills add ItamarZand88/CLI-Anything-WEB --skill gap-analyzer -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install ItamarZand88/CLI-Anything-WEB gap-analyzer --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/ItamarZand88/CLI-Anything-WEB.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/cli-anything-web-plugin/skills/gap-analyzer .opencode/skills/gap-analyzer && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "gap-analyzer" agent skill from https://github.com/ItamarZand88/CLI-Anything-WEB/tree/main/cli-anything-web-plugin/skills/gap-analyzer into .opencode/skills/gap-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gap-analyzer", 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.

Facts

Skill name: gap-analyzer
GitHub stars: 231
Token cost: ~1.6k tokens
SKILL.md length: 523 words
Files: 1
Skills in repo: 42
Repo updated: Oct 1, 2026
First seen: Oct 7, 2026
Licence: MIT

At a glance

Compares a CLI's implemented commands against its APP.md API map and traffic-analysis.json to find missing endpoints, incomplete CRUD, dead client methods, and priority gaps.

Works in 6 steps: Deterministic First Pass (devkit) → Parse Implemented Surface → Parse Documented Surface → …
SKILL.md covers Inputs, Step 0: Deterministic First…, Step 1: Parse Implemented… and Step 2: Parse Documented Surface, plus 3 more sections
Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Gap Analyzer is an agent skill from ItamarZand88/CLI-Anything-WEB. Compares a CLI's implemented commands against its APP.md API map and traffic-analysis.json to find missing endpoints, incomplete CRUD, dead client methods, and priority gaps. Runs as the mandatory first step of /cli-anything-web:refine and as an optional pre-review scan in standards.

Its SKILL.md is about 1.6k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

The repository describes itself as: Claude Code plugin that generates production-grade Python CLIs for any web app. 20 CLIs and counting. The licence is MIT.

Example prompts

“Use the gap-analyzer skill to compare a CLI's implemented commands against its APP.md API map and traffic-analysis.json to find missing endpoints…”
“/gap-analyzer”

Requirements

Python 3

Workflow steps

6 steps, taken from the step headings in SKILL.md.

Deterministic First Pass (devkit)
Parse Implemented Surface
Parse Documented Surface
Diff
Priority Scoring (Optional)
Output Report

What it can do on your machine

Read from SKILL.md and the folder at commit 931e201. It shows what the files ask for, not the result of running them.

Tool permissions
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.
Runs code
No scripts in the folder and no shell commands in SKILL.md (its code samples are bash).
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Gap Analyzer loads about 1.6k tokens when it runs. Until then it costs about 74 tokens; SKILL.md has 523 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~74
When it runs · the whole SKILL.md, loaded when a task matches: ~1.6k

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.

Safety

Auto-check passed

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.

SKILL.md

The full file from ItamarZand88/CLI-Anything-WEB at commit 931e201, republished under its MIT licence (© ItamarZand88). 523 words, ~1,601 tokens.

Download SKILL.mdSave it as .claude/skills/gap-analyzer/SKILL.md (or your agent's skills folder).

name: gap-analyzer
description: Compares a CLI's implemented commands against its APP.md API map and traffic-analysis.json to find missing endpoints, incomplete CRUD, dead client methods, and priority gaps. Runs as the mandatory first step of /cli-anything-web:refine and as an optional pre-review scan in standards.
version: 0.3.0
when_to_use: Trigger phrases: "gap analysis", "what's missing", "coverage report", "what endpoints are not implemented". For "refine" alone, use the…

CLI Gap Analyzer

Produce a structured gap report comparing a CLI's documented API surface against its implemented commands.

Where this skill runs:

/cli-anything-web:refine — mandatory first step. The refine command invokes this skill before reading or changing anything else; the gap report drives which endpoints get implemented.
standards skill — optional pre-review scan (endpoint coverage there is otherwise handled by the traffic-fidelity-reviewer agent).
Standalone coverage analysis on request.

Evidence rule: the captured-vs-implemented diff must cite its sources — each reported gap references the endpoint entry in <APP>.md (the documented surface) and, when available, traffic-capture/traffic-analysis.json (the analyzer's detected endpoint inventory), plus raw-traffic.json hit counts for priority. A gap with no citation in either file is a guess, not a finding.

Inputs

You need the path to an existing CLI's agent-harness directory:

{APP_PATH}/agent-harness/ — the CLI root
{app} — the app name (e.g., reddit, hackernews)

Evidence files (read all that exist):

{APP_PATH}/agent-harness/{APP_UPPER}.md — documented API map (required)
{APP_PATH}/traffic-capture/traffic-analysis.json — detected endpoints/protocol
{APP_PATH}/traffic-capture/raw-traffic.json — hit counts for priority scoring

Step 0: Deterministic First Pass (devkit)

Run the mechanical layer diff first — it AST-parses the client and command modules and cross-references traffic-analysis.json, so you only spend judgment on what it can't decide:

bash

cli-web-devkit gaps {app}     # or: PYTHONPATH=devkit python -m cli_web_devkit gaps {app}

The JSON report gives unimplemented_endpoints (captured but absent from client.py) and unexposed_methods (client methods no command calls). Treat these as candidate gaps to verify in Steps 1–3, not as final answers — the string-level endpoint matching is intentionally conservative.

Step 1: Parse Implemented Surface

Read all source files to build the set of implemented functionality:

1a. Extract Click commands

Read all files in {APP_PATH}/agent-harness/cli_web/{app}/commands/:

For each file, find @click.command() and @<group>.command() decorators
Extract: command group name, subcommand name, arguments, options
Build list: [(group, subcommand, [args], [options])]

1b. Extract client methods

Read {APP_PATH}/agent-harness/cli_web/{app}/core/client.py:

Find all public methods (not starting with _)
For each method, note: name, HTTP method used (GET/POST/etc), URL pattern
Build list: [(method_name, http_verb, url_pattern)]

Show full SKILL.md (219 more words)Show less

1c. Map commands to client methods

For each Click command, trace which client method it calls:

Read the command function body
Find client.method_name() calls
Build mapping: {command: client_method}

Step 2: Parse Documented Surface

Read {APP_PATH}/agent-harness/{APP_UPPER}.md (the API map):

Find the endpoint inventory section
Extract each documented endpoint: resource group, HTTP method, URL, params, description
Build list: [(resource, http_verb, url, params, description)]

Cross-check against {APP_PATH}/traffic-capture/traffic-analysis.json (if it exists): endpoints the analyzer detected but <APP>.md never documented are themselves a gap (stale API map) — report them with the traffic-analysis.json entry as the citation.

Step 3: Diff

Compare implemented vs documented:

Missing Commands

Endpoints in <APP>.md that have no corresponding Click command:

For each documented endpoint:
  Find matching client method (by URL pattern or method name)
  Find matching Click command (that calls this client method)
  If no command found → MISSING

Undocumented Commands

Click commands that call client methods not documented in <APP>.md:

For each Click command:
  Find the client method it calls
  Find the endpoint in <APP>.md for this method
  If no endpoint found → UNDOCUMENTED (possible hallucination)

Dead Client Methods

Client methods that no Click command calls:

For each public client method:
  Search all commands/*.py for calls to this method
  If no command calls it → DEAD

Incomplete CRUD

For each resource group, check CRUD coverage:

For each resource in <APP>.md:
  Check which CRUD ops the API supports (list, get, create, update, delete)
  Check which are implemented as commands
  If any supported op is missing → INCOMPLETE

Step 4: Priority Scoring (Optional)

If {APP_PATH}/traffic-capture/raw-traffic.json exists:

Count how many times each endpoint URL appears in captured requests
Assign priority: HIGH (5+ hits), MED (2-4 hits), LOW (1 hit)
Note: traffic captures are incomplete — endpoints not exercised during capture may be ranked LOW even if they are important to users

If raw-traffic.json doesn't exist, skip priority scoring and list all gaps alphabetically.

Step 5: Output Report

Present the gap report in this format:

Gap Report: cli-web-{app}
━━━━━━━━━━━━━━━━━━━━━━━━━
Coverage: X/Y endpoints (Z%)

Missing (HIGH priority):
  {HTTP_METHOD} {url} — {description} ({N} hits in traffic)
  ...

Missing (MED priority):
  {HTTP_METHOD} {url} — {description} ({N} hits)
  ...

Missing (LOW priority):
  {HTTP_METHOD} {url} — {description} ({N} hits)
  ...

Incomplete CRUD:
  {resource}: has {ops} ✓, missing {ops} ✗
  ...

Dead client methods:
  client.{method_name}() — not called by any command
  ...

Undocumented commands:
  {group} {subcommand} — calls client.{method}() but endpoint not in <APP>.md
  ...

If all endpoints are covered:

Gap Report: cli-web-{app}
━━━━━━━━━━━━━━━━━━━━━━━━━
Coverage: Y/Y endpoints (100%)
No gaps found. All documented endpoints are implemented.

Files

Just SKILL.md in cli-anything-web-plugin/skills/gap-analyzer of ItamarZand88/CLI-Anything-WEB.

Open the folder on GitHubat commit 931e201

Compare with similar skills

Gap Analyzer 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.

Gap Analyzer compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Gap Analyzer this skillItamarZand88/CLI-Anything-WEB	231	—	~1.6k	Automated safety check: Pass	MIT	8 days ago
Implementsickn33/agentic-awesome-skills	47k	5 repos	~306	Automated safety check: Pass	MIT	today
Iso27001 Gap Analyzerjeremylongshore/tons-of-skills-marketplace	2.8k	—	~579	Automated safety check: Pass	MIT	today
Implementcodewhale-hq/Codewhale	41k	—	~190	Automated safety check: Pass	MIT	today
Translational Gap Analyzeraipoch/medical-research-skills	2k	—	~2.6k	Automated safety check: Pass	MIT	22 days ago
Tao Analyze Gaps Visual ChangenetNVIDIA/skills	3.5k	—	~4.3k	Automated safety check: Notes	Apache-2.0	today

Similar skills

Implement
sickn33/agentic-awesome-skills
Implement a piece of work based on a PRD or set of issues. An agent skill from sickn33/agentic-awesome-skills.
47k GitHub starsUsed in 5 repos~306 tokens
Product & Project ManagementAuto-check passed
Iso27001 Gap Analyzer
jeremylongshore/tons-of-skills-marketplace
Analyze iso27001 gap analyzer operations. An agent skill from jeremylongshore/tons-of-skills-marketplace.
2.8k GitHub stars~579 tokensUpdated today
Legal & ComplianceAuto-check passed
Implement
codewhale-hq/Codewhale
Carry an authorized, defined request or approved plan through scoped edits and proportionate verification.
41k GitHub stars~190 tokensUpdated today
Auto-check passed
Translational Gap Analyzer
aipoch/medical-research-skills
Assess translational gaps between preclinical models and human diseases.
2k GitHub stars~2.6k tokensUpdated 22 days ago
Research & ScienceAuto-check passed
Tao Analyze Gaps Visual Changenet
NVIDIA/skills
Official
Performs gap analysis on NVIDIA TAO VCN Classify (Visual Component Net) experiments by invoking the pinned TAO data-services container directly via docker run … gapanalysis vcnaoi … — picks the…
3.5k GitHub stars~4.3k tokensUpdated today
DevOps & CloudAuto-check: notes
Gaps
anthropics/claude-for-legal
Official
Open gaps tracker — what's flagged and not yet closed. An agent skill from anthropics/claude-for-legal.
9.6k GitHub starsUsed in 2 repos~229 tokens
Auto-check passed

More from ItamarZand88/CLI-Anything-WEB

All 42 skills in this repo

Standards
ItamarZand88/CLI-Anything-WEB
Runs Phase 4 review/publish/verify for a cli-web- CLI: implementation review by 3 parallel agents, the tiered quality checklist (Tier 1 critical fail-fast, then comprehensive), pip install + smoke…
231 GitHub stars~4.2k tokensUpdated 8 days ago
Auto-check passed
Airbnb CLI
ItamarZand88/CLI-Anything-WEB
Searches Airbnb from the terminal via cli-web-airbnb — find stays by location, dates, and filters; get listing details, guest reviews, and availability calendars; autocomplete location names.
231 GitHub stars~801 tokensUpdated 8 days ago
Auto-check passed
Amazon CLI
ItamarZand88/CLI-Anything-WEB
Searches Amazon from the terminal via cli-web-amazon — product search, product details by ASIN, Best Sellers by category, and autocomplete suggestions.
231 GitHub stars~570 tokensUpdated 8 days ago
Auto-check passed
Booking CLI
ItamarZand88/CLI-Anything-WEB
Searches Booking.com from the terminal via cli-web-booking — find hotels, apartments, and hostels by destination, dates, and guests; get property details by slug; resolve destination names to IDs.
231 GitHub stars~776 tokensUpdated 8 days ago
Auto-check passed
Booking CLI
ItamarZand88/CLI-Anything-WEB
Use cli-web-booking to search Booking.com for hotels, apartments, hostels, and accommodations by destination, dates, and filters.
231 GitHub stars~970 tokensUpdated 8 days ago
Auto-check passed
Capitoltrades CLI
ItamarZand88/CLI-Anything-WEB
Queries US congressional stock trades (STOCK Act disclosures) on capitoltrades.com via the cli-web-capitoltrades command-line tool — trades with rich filters, politician profiles and leaderboards…
231 GitHub stars~971 tokensUpdated 8 days ago
Auto-check passed

Questions about Gap Analyzer

What does Gap Analyzer do?

Compares a CLI's implemented commands against its APP.md API map and traffic-analysis.json to find missing endpoints, incomplete CRUD, dead client methods, and priority gaps. Gap Analyzer is an agent skill from ItamarZand88/CLI-Anything-WEB.json to find missing endpoints, incomplete CRUD, dead client methods, and priority gaps.

How do I install Gap Analyzer in Claude Code?

Run `npx skills add ItamarZand88/CLI-Anything-WEB --skill gap-analyzer -a claude-code`. Or copy the skill folder (cli-anything-web-plugin/skills/gap-analyzer in ItamarZand88/CLI-Anything-WEB) into .claude/skills/gap-analyzer in your project. Claude Code loads it when a task matches its description.

How do I install Gap Analyzer in Codex?

Run `npx skills add ItamarZand88/CLI-Anything-WEB --skill gap-analyzer -a codex`. Or copy the skill folder (cli-anything-web-plugin/skills/gap-analyzer in ItamarZand88/CLI-Anything-WEB) into .agents/skills/gap-analyzer in your project. Codex loads it when a task matches its description.

Can I use Gap Analyzer in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add ItamarZand88/CLI-Anything-WEB --skill gap-analyzer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/gap-analyzer, .gemini/skills/gap-analyzer, .github/skills/gap-analyzer and .opencode/skills/gap-analyzer in your project.

What does Gap Analyzer need to run?

SKILL.md names no scripts, command-line tools or credentials: Gap Analyzer is instructions for the agent only. Our summary lists: Python 3.

Does Gap Analyzer access the network?

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.

Is Gap Analyzer safe to install?

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.

What licence does Gap Analyzer use?

Gap Analyzer is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Gap Analyzer use?

About 1.6k tokens (SKILL.md is roughly 6.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Gap Analyzer?

Skills that share tags, products or a category with Gap Analyzer: Implement (sickn33/agentic-awesome-skills, 47k stars), Iso27001 Gap Analyzer (jeremylongshore/tons-of-skills-marketplace, 2.8k stars), Implement (codewhale-hq/Codewhale, 41k stars) and Translational Gap Analyzer (aipoch/medical-research-skills, 2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Gap Analyzer?

ItamarZand88 (a GitHub user) maintains it in ItamarZand88/CLI-Anything-WEB, which has 231 GitHub stars. The repository holds 42 skills in this directory. The repository was last updated on October 1, 2026.

Source: ItamarZand88/CLI-Anything-WEB on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.

Install Gap Analyzer

Facts

At a glance

What it does

Example prompts

Requirements

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

CLI Gap Analyzer

Inputs

Step 0: Deterministic First Pass (devkit)

Step 1: Parse Implemented Surface

1a. Extract Click commands

1b. Extract client methods

1c. Map commands to client methods

Step 2: Parse Documented Surface

Step 3: Diff

Missing Commands

Undocumented Commands

Dead Client Methods

Incomplete CRUD

Step 4: Priority Scoring (Optional)

Step 5: Output Report

Files

Compare with similar skills

Similar skills

More from ItamarZand88/CLI-Anything-WEB

Questions about Gap Analyzer