JustHandled Labs builds focused agent skills for the work nobody wants to do by hand. Each one is a single repeatable job done well: catching the security and data mistakes that quietly ship, keeping docs and tests honest, gating the commands an agent is about to run, sharpening writing, and handling the founder chores around launches, outreach, and brand setup. Not generic AI productivity. Specific workflows that are easy to run, review, and repeat. Maintained by H.J. Westerfield, with a background in communications, editing, project coordination, customer support, and practical AI systems. Tools for people who want useful automation without theatrical complexity.
by JustHandled Labs
Generate a README from your actual repo, not a hallucinated guess. Scans your manifests (package.json, pyproject.toml, go.mod, Cargo.toml) for real install steps, scripts, and dependencies across Node, Python, Go, Rust, and Java. Documentation that matches the code instead of drifting from it.
by JustHandled Labs
Turn a company URL or name into a B2B lead profile: industry, size, tech stack, likely decision-makers, estimated email patterns, and buying signals like funding or hiring, each with a confidence score so guesses are labeled as guesses. One company at a time; for batch lists and CRM export, see Lead Enricher Pro.
by JustHandled Labs
Generate Conventional Commit messages from your staged git diff: auto-detects type and scope from the changed files, flags breaking changes, and keeps work-in-progress out of the message. Clean, searchable history that plays nicely with automated changelog tools.
by JustHandled Labs
Turn a messy CRM CSV export into a clean sales pipeline report: weighted forecast by stage, rep performance, and a close-date outlook, with column headers auto-mapped (ARR to Amount, AE to Owner) so inconsistent exports still work. The single-report version; for 12-month forecasting, CRM sync, and PDF, see Pipeline Reporter Pro.
by JustHandled Labs
Turn a lead profile and a trigger event into a cold email worth sending. Auto-picks PAS, MEDDIC, or Challenger to fit the prospect, so SDRs and founders skip the blank page and the generic-template look.
by JustHandled Labs
Diagnose local setup failures across Node, Python, Go, and Docker without exposing secrets or killing processes blindly. Checks runtimes, dependencies, env key names, service health, and port ownership, then gives PowerShell fixes on Windows or Bash fixes on macOS/Linux.
by JustHandled Labs
Scan local SQL, CSV, JSON, seed, fixture, and log files for PII-indicating names plus email-, SSN-, card-, and phone-like values. Get file/line findings with matched values redacted by default—no network, writes, database connection, or compliance claim.
by JustHandled Labs
Align messy Markdown tables so the raw source is actually readable, or build a clean GitHub-Flavored table from pasted CSV. Pads every column to its widest cell, normalizes the header separator row, and preserves your alignment markers (:--, :--:, --:). Changes spacing only, never the cell content. Prints to the screen by default and rewrites the file in place only when you ask.
by JustHandled Labs
Turn a CRM export or live HubSpot/Salesforce/Pipedrive sync into an executive-ready pipeline report: a 12-month weighted forecast with three scenarios, win/loss themes pulled from deal notes, data-quality flags, and a board-ready PDF. Can run weekly and email itself to stakeholders.
by JustHandled Labs
Scan local Python, JavaScript, TypeScript, JSX/TSX, HTML, JSON, and .env files for build markers, returned fake-data terms, swallowed errors, placeholders, route-adjacent canned success, and advisory empty handlers. Read-only findings include rule, severity, file, line, and a plain fix.
by JustHandled Labs
Check your robots.txt and sitemap.xml for the mistakes that quietly block crawlers. Flags a site-wide Disallow: /, malformed directives, a missing Sitemap: line, sitemap XML that is not well-formed, <loc> URLs missing a scheme, mixed http and https, and sitemaps over the 50,000-URL or 50MB limits. Reads local files or pasted text and never touches the live site.
by JustHandled Labs
Turn a .env into a safe .env.example you can commit. Keeps every key, strips every value, preserves your comments and key order, and flags the secret-looking keys so you know which ones to rotate. Prints to the screen by default and writes .env.example only when you ask.
by JustHandled Labs
Generate a ready-to-use LICENSE file for your repo. Pick from MIT, Apache-2.0, GPL-3.0, MPL-2.0, BSD-2-Clause, BSD-3-Clause, or The Unlicense, fill in your name and year, and get the canonical license text. Prints to the screen by default and writes a LICENSE file only when you ask.
by JustHandled Labs
Preview code-like comment blocks across JavaScript, TypeScript, Python, Java, Go, Rust, HTML, and CSS. Preservation rules run before candidate detection; confirmed cleanups create .bak backups and remove only reviewed ranges.
by JustHandled Labs
Verify an AI coding task against required rows, dependencies, evidence, artifacts, and real external boundaries before the agent declares completion or hands off.
by JustHandled Labs
Turn an app inventory into a local watch plan for user journeys, jobs, webhooks, integrations, alerts, ownership, freshness, and recovery.
by JustHandled Labs
Make a subagent complete the bounded assignment, preserve shared state, and refuse unsolicited expansion or external authority.
by JustHandled Labs
Make an agent give the essential fact, immediate next action, and principal risk before any optional detail.
by JustHandled Labs
Make an agent inspect neglected material for overlooked value, provenance, reusable components, and unresolved clues without inventing worth.
by JustHandled Labs
Make an agent herd wandering work into explicit outcomes, owners, dependencies, boundaries, and the next executable move.
by JustHandled Labs
Make an agent notice missing sources, weak attribution, unsupported certainty, and information disorder while correcting calmly.
by JustHandled Labs
Make an agent selective, concise, observant, calm, and precise about boundaries without cat puns or fake animal roleplay.
by JustHandled Labs
Flag avoidable oversharing, self-congratulation, forced intimacy, disclosure, and exaggerated claims without punishing sincerity or harmless awkwardness.
by JustHandled Labs
Turn later-life relationship context into a practical compatibility-question map covering independence, family, geography, routines, care, health, and money.
by JustHandled Labs
Separate observed mutuality and curiosity from inconsistency, intensity, projection, and insufficient evidence without compatibility scores or diagnosis.
by JustHandled Labs
Test whether a response is proportionate, protective, principled, symbolic, retaliatory, status-driven, or insufficiently supported.
by JustHandled Labs
Separate possible indirect hostility from brevity, formality, conflict avoidance, cultural variation, and ordinary frustration without declaring intent.
by JustHandled Labs
Return the single best-supported detail that deserves one more question, with benign and concerning explanations.
by JustHandled Labs
Scan supplied context for overlooked vulnerable people, practical needs, overload, exclusion, and preventable harm without gender stereotypes.
by JustHandled Labs
Map who may be affected, how consequences may spread, and which safer alternatives reduce permanence, exposure, or coercion.
by JustHandled Labs
Check whether a proposed message or action fits the audience, timing, privacy, power dynamics, and recent context.
by JustHandled Labs
Rewrite a consequential message without changing its verified facts, decision, boundary, or policy.
by JustHandled Labs
Separate information gaps from authority, emotional, safety, and consequence reasons for human takeover, then prepare a compact handoff packet.
by JustHandled Labs
Classify a consequential people-facing action as suitable for automation, revision, delay, human review, human delivery, or no automation.
by JustHandled Labs
Find diacritic loss, normalization drift, mixed scripts, and unsafe identity-record collisions without auto-merging people.
by JustHandled Labs
Fail closed on missing native review, disagreement, mixed scripts, and invisible controls before permanent lettering.
by JustHandled Labs
Surface missing relationship context, mixed register, and unreviewed Japanese business-language patterns.
by JustHandled Labs
Reconcile track order, ISRCs, contributors, splits, territories, flags, and asset references before delivery.
by JustHandled Labs
Block unsupported resume claims, invented metrics, and unattributed first-person founder statements.
by JustHandled Labs
Find direction, logical-CSS, interpolation, icon-mirroring, and render-evidence gaps before an RTL release.
by JustHandled Labs
Gate localized subtitle cues on timing, anchors, readability profiles, and Unicode hazards.
by JustHandled Labs
Reconcile price, availability, and evidence-backed claim meaning across multilingual commerce surfaces.
by JustHandled Labs
Catch locale-driven number, date, and formula coercion before a CSV import changes business data.
by JustHandled Labs
Audit one completed channel test against its predeclared qualified gate, attribution, owner exclusion, budgets, changed variables, and cooldown.
by JustHandled Labs
Map supported product claims to current channel rules, required artifacts, human-authored fields, and a fail-closed submission-readiness gate.
by JustHandled Labs
Rank evidence-backed distribution tests by buyer intent, rules, attribution, access, budget, and qualified outcome gates.
by JustHandled Labs
Reconcile owner-defined AI transparency scope with labels, notices, technical markings, and release claims.
by JustHandled Labs
Reconcile seller-supplied inventory, reimbursement, claim, deadline, and manufacturing-cost evidence locally.
by JustHandled Labs
Reconcile deletion-request evidence across systems, subprocessors, retention exceptions, and backup replay before human review.
by JustHandled Labs
Preflight redacted MCP 2026-07-28 OAuth evidence for issuer discovery, registration, PKCE, scopes, token audience, refresh behavior, and role-specific gaps.
by JustHandled Labs
Gate a release on consistent SBOM, VEX, identifier, relationship, and artifact-digest evidence.
by JustHandled Labs
Reconcile SaaS seats, activity, invoices, and HR status into reviewable reclaim candidates without revoking access.
by JustHandled Labs
Reconcile provider bills, usage events, model prices, retries, and customer allocation into deterministic AI cost findings.
by JustHandled Labs
Classify launch, outreach, checkout, payment, usage, and review-time evidence without counting views, deployments, sent messages, or owner tests as demand.
by JustHandled Labs
Audit release consistency, discovery surfaces, supported claims, evidence freshness, and Product Hunt or Show HN readiness before distributing an agent product.
by JustHandled Labs
Flag reserved names, invalid characters, trailing dots, case collisions, Unicode normalization collisions, and path-length risks.
by JustHandled Labs
Check normalized iCalendar events for floating times, DATE mismatches, missing boundaries, sequence errors, and recurrence evidence.
by JustHandled Labs
Flag malformed cue timing, overlaps, empty text, and excessive reading speed in a normalized subtitle timeline.
by JustHandled Labs
Catch missing legacy URLs, duplicate sources, self-redirects, chains, and loops before a site migration.
by JustHandled Labs
Review an npm pack file list for missing runtime output, sensitive files, and payload drift before publish.
by JustHandled Labs
Inspect marketing-message evidence for one-click unsubscribe headers, HTTPS endpoints, and a visible body marker.
by JustHandled Labs
Check supplied repository paths and ignore patterns for uncovered or already tracked sensitive-looking files.
by JustHandled Labs
Check campaign links for missing UTMs, duplicate parameters, case drift, off-policy values, and possible PII.
by JustHandled Labs
Reconcile product image filenames to a SKU roster and flag missing, extra, unknown, and colliding matches.
by JustHandled Labs
Catch Shopify product CSV handle, title, SKU, image URL, and overwrite risks before import.
by JustHandled Labs
Verify customer-specific invoice fields, attachments, destination, submission receipt, acceptance status, correction version, and aging start.
by JustHandled Labs
Reconcile active subcontractors with project COI requirements, certificate facts, named entities, limits, endorsements, expiry, and evidence.
by JustHandled Labs
Reconcile Android target API, developer verification, app registration, signing identity, distribution scope, extension, and console evidence.
by JustHandled Labs
Reconcile agreed sponsor deliverables, approvals, live URLs, measurement windows, usage-rights expiry, invoices, and payment evidence.
by JustHandled Labs
Track an owner-confirmed CRA reporting workflow through its 24-hour, 72-hour, and final-report evidence stages without deciding reportability.
by JustHandled Labs
Reconcile employee exits and role changes with IdP, SaaS, exception, and revocation evidence before an access closeout is accepted.
by JustHandled Labs
Check one ACR record for date, version, scope, manual testing, release drift, and retest gaps without claiming conformance.
by JustHandled Labs
Check one structured RFP addendum register for missing acknowledgments, deadline conflicts, and a stale response revision.
by JustHandled Labs
Tie one normalized marketplace payout summary to the cent and name the unexplained difference without connecting an account.
by JustHandled Labs
Calculate one supplied renewal notice deadline and produce a calendar-ready owner card without interpreting or sending a contract notice.
by JustHandled Labs
Inspect a real Gumroad cover and thumbnail pair, render safe-zone previews, and get PASS, REVIEW, or REWORK findings before upload.
by JustHandled Labs
Classify one redacted GitHub Actions failure and get cited evidence plus three bounded next checks before changing workflow code.
by JustHandled Labs
Find likely emailed receipts, separate them from invoices and non-receipts, deduplicate, review, forward, file monthly, and reconcile every outcome.
by JustHandled Labs
Check freight invoice lines against effective-dated rate rules, shipment facts, and approved accessorial evidence before payment review.
by JustHandled Labs
Reconcile SDK, required-reason API, data-use, privacy-manifest, and questionnaire evidence before an App Store release.
by JustHandled Labs
Check whether accessibility conformance claims still trace to current, scoped, version-matched, manually reviewed, and retested evidence.
by JustHandled Labs
Tie normalized marketplace orders, fees, refunds, reserves, settlement lines, and bank deposits to an explicit payout-period ledger.
by JustHandled Labs
Compare invoice lines with original scope, approved change orders, approval evidence, and completion proof before payment review.
by JustHandled Labs
Reconcile RFP addenda with the baseline requirement ledger, acknowledgements, deadlines, and response matrix before owner submission review.
by JustHandled Labs
Audit renewal dates, notice deadlines, owners, delivery methods, price escalators, and proof before a SaaS contract window closes.
by JustHandled Labs
Verify a final PDF or DOCX for named sensitive terms, hidden text, metadata, comments, revisions, attachments, forms, and embedded content before owner release.
by JustHandled Labs
Compare incoming security questionnaire answers with an approved library for stale evidence, scope mismatch, dropped citations, and material wording drift.
by JustHandled Labs
Check a chargeback case, evidence index, and timeline for reason-specific gaps, broken references, contradictions, and deadline risk before owner review.
by JustHandled Labs
Audit restore-test evidence against declared RPO, RTO, recency, environment, dependency, smoke-check, and evidence requirements.
by JustHandled Labs
Compare two XLSX versions for formulas replaced by values, formula-family drift, broken references, new cycles, and workbook-control changes.
by JustHandled Labs
Reconcile product-feed, Merchant Center diagnostic, and landing-page snapshot exports to prioritize the conflicts most likely to block product eligibility.
by JustHandled Labs
Audit real RAG evidence traces for missing expected sources, impossible citations, unsupported claims, stale evidence, unused context, and weak routing.
by JustHandled Labs
Replay automation traces against explicit rules for required steps, order, retries, approvals, idempotency, external side effects, duration, and terminal success.
by JustHandled Labs
Turn a Search Console CSV into ranked no-click, low-CTR, striking-distance, URL-overlap, and comparable-loss review actions without overclaiming the cause.
by JustHandled Labs
Audit an enriched B2B lead CSV and route every record to SEND_READY, VERIFY_FIRST, or SUPPRESS before outreach begins.
by JustHandled Labs
Test an AI or rules-based resume screener for outcome changes, score drift, missing evidence, sensitive-term leakage, and human-review gaps.
by JustHandled Labs
Turn real before-and-after screenshots into comparable marketplace proof with normalized crops, annotations, captions, and claim checks.
by JustHandled Labs
Diagnose broken link previews, repair the metadata and image asset, and produce platform-aware verification without false cache claims.
by JustHandled Labs
Find and repair mobile form friction across keyboards, autofill, validation, focus, recovery, latency, trust, and interruption states.
by JustHandled Labs
Replace generic AI-interface patterns with product-specific visual rules and a bounded implementation plan that preserves working behavior.
by JustHandled Labs
Find and finish the UI states AI-built apps commonly miss, then verify the smallest launch-ready patch across mobile and desktop.
by JustHandled Labs
Scan your OpenClaw config for the settings that quietly hand your agent too much power: unrestricted exec, open inbound DMs, secrets committed in config, the deny-write bypass, sandbox turned off, dangerous Docker binds, and elevated tools. Read-only, plain-English findings, grounded in the OpenClaw docs.
by JustHandled Labs
Check an invoice or estimate before you send it: missing document number, dates, or payment terms, totals that do not add up, tax gaps, missing remittance details, and slow terms with no late fee. Read-only, plain-English findings. Not accounting advice.
by JustHandled Labs
Check a brand deal or sponsorship contract for the clauses that quietly cost creators: perpetual usage rights, broad exclusivity, free whitelisting, IP assignment, slow pay with no kill fee, unlimited revisions, and vague morals clauses. Plain-English findings. Not legal advice.
by JustHandled Labs
Audit Agensi skill packages for marketplace readiness, formatting compliance, and safety pre-checks. Grade a skill package before you publish it: SKILL.md frontmatter, credits math, description routing, missing listing sections, and a light command-and-secret safety pre-check, scored 0 to 100 with plain-English fixes.
by JustHandled Labs
Check your app, site, and ad copy for the AI disclosures US regulators and ad platforms now expect: undisclosed AI chatbots, unlabeled AI-generated media, AI-origin ad copy with no disclosure line, and sponsored content with no material-connection language. Read-only, every finding explained in plain English. US and ad-platform focused.
by JustHandled Labs
Find the code that quietly runs up your LLM bill: uncapped generations, model calls looping with no limit, an expensive model doing a trivial job, and whole files stuffed into prompts. Read-only, every finding explained in plain English.
by JustHandled Labs
Generate a personalized before-you-ship checklist for your app, with the things you already have checked off. Pick your app type (web app, SaaS, store, or content) and it builds a tailored list covering security, legal basics (privacy policy, terms, cookie consent), social preview, payments and refunds, accessibility, analytics, and backups, then scans your repo and pre-checks what is already there. Every item says why it matters in plain English.
by JustHandled Labs
Pull the real pain points out of your customer feedback so you build what people actually want. Paste a dump of comments, reviews, forum threads, or support tickets and it extracts the complaints, wishes, churn signals, and pricing objections, clusters them into ranked themes, and shows the example quotes behind each one. The "pull ten pains, tag by theme" validation step founders skip, done in one pass.
by JustHandled Labs
Check your app for the security mistakes that leak data before you launch, explained in plain English. Flags API keys and secrets sitting in your code, a committed .env file, data with no login protecting it, database tables anyone can read, debug mode left on, wide-open sharing (CORS), hardcoded admin passwords, and public storage buckets. Built for non-technical founders shipping AI-built apps: every finding tells you what is wrong, why it matters, and how to fix it.
by JustHandled Labs
Generate the model and vendor risk register a security lead asks for the morning after a model gets switched off. It scans your codebase for every model and provider, merges in the owner and data-residency notes you supply, and renders a register with provider, model, where it's used, fallback status, and an availability-risk rating per dependency. Markdown by default, CSV with a flag. Continuity-focused, not a compliance assessment.
by JustHandled Labs
Find the LLM integration code that will not survive a provider being pulled or going down. Flags single-provider lock-in with no alternative, calls with no failover branch, missing timeouts, retries with no limit or backoff, no degraded-mode default, and hardcoded endpoints with no alternate. This is about the model going away, not the model declining.
by JustHandled Labs
Inventory every LLM model and provider your code depends on, the AI bill of materials, and flag the dependency risk. It lists each provider, model, and where it's used, then flags hardcoded model ids, single-provider dependency with no alternative, the same model referenced by different ids, model ids with no config or env indirection, and providers pinned in your manifests. Recognizes OpenAI, Anthropic, Google Gemini, and more from an editable list.
by JustHandled Labs
Find the LLM integration code that breaks when a model blocks a response or falls back to a different model. Flags calls with no try/except or refusal branch, responses used or parsed with no guard for a blocked or empty answer, and hardcoded model ids with no fallback handling. Built for the Fable 5 era, where a high-risk call is blocked and silently falls back to Opus 4.8.
by JustHandled Labs
Generate a shareable stat card for any repo, with an honest health grade. It reads the file tree and renders a card showing the language mix, file count and size, whether tests, docs, and a license are present, and an A-to-F health grade from a documented rubric. Markdown by default, SVG with a flag. The kind of card people actually post.
by JustHandled Labs
Find where knowledge is dangerously concentrated in a codebase. From your git history it flags the files only one person has ever touched, the high-churn files with a single owner, authors who own too much of the codebase, and the repo's overall truck factor. The catchy question with a real answer: what breaks if a key person leaves.
by JustHandled Labs
Lint a prompt template for the issues that cause injection and flaky output. Flags untrusted variables interpolated straight into the instructions (the injection surface), placeholders that are never provided or never used, contradictory instructions, a missing output-format spec where the result is parsed, unbounded context interpolation, and leftover placeholders. It detects problems; it does not write prompts.
by JustHandled Labs
Lint the function-calling tool definitions your agent exposes. Flags tools with no description, parameters missing a description or a type, overlapping or near-duplicate tools, too many tools for reliable selection, an unsafe tool exposed without a guard, required parameters missing from the schema, and free-form parameters that should be bounded with an enum. Cleaner tool schemas mean an agent that picks the right tool.
by JustHandled Labs
Find the model-version coupling that breaks when you swap LLMs. Flags hardcoded model names and versions, deprecated or renamed parameters (the max_tokens to max_completion_tokens class of change), hardcoded token and context-window limits, response-format parsing tied to one model's output, tool-schema format coupling between providers, and hardcoded per-token cost constants. The patterns load from an editable model-rules table you update as new models ship.
by JustHandled Labs
Generate an llms.txt for your site and validate an existing one against the spec. The generator turns your sitemap.xml or docs folder into a clean, sectioned llms.txt with one-line descriptions. The validator flags a missing H1 title, a missing summary blockquote, malformed link entries, links with no description, relative URLs that should be absolute, and a referenced llms-full.txt that is not present.
by JustHandled Labs
Lint your AGENTS.md (or CLAUDE.md and .cursorrules) for the problems that make a coding agent misbehave. Flags contradictory rules, references to files and commands that no longer exist, overly broad or unsafe instructions, missing sections (build, test, run, conventions), duplicate rules, and the case where you have competing rule files that should be consolidated into one AGENTS.md.
by JustHandled Labs
Map the blast radius of a code change before you run the whole suite. For the files and functions you changed, it lists what imports or calls them, which tests cover them, flags any change with no covering test, and warns when a file has a lot of dependents. It tells an agent what its edit might break instead of making it guess. Resolves Python and JavaScript/TypeScript.
by JustHandled Labs
Flag the destructive operations in a shell command or script before anyone runs it. Catches recursive force deletes, force pushes and history rewrites, database drops and truncates, disk-wipe commands (mkfs, dd to a device), permission blowouts (chmod 777), remote content piped into a shell, broad wildcard deletes, and prod-targeting or disabled-safety flags. Each finding comes with a severity and a safer alternative.
by JustHandled Labs
Before an agent acts on a plan, verify that the things it named actually exist. Checks each referenced file path, function or method, import or package, environment variable, and CLI command against your repo, and flags the ones that do not resolve. Catches the hallucinated function and the phantom package before the edit, not after the build breaks. Resolves Python and JavaScript/TypeScript.
by JustHandled Labs
Flag the hidden and look-alike characters lurking in a handle or brand string. Catches zero-width characters, mixed-script look-alikes (a Cyrillic "а" passing as a Latin "a"), right-to-left and bidi override characters, unexpected non-ASCII, and stacked combining marks. These are the spoofing tricks and display bugs you cannot catch by reading.
by JustHandled Labs
Audit the decoded text a QR code carries before you print it on something. Flags URLs that are not absolute, link shorteners that hide the real destination, unsafe schemes (javascript:, data:, file:), payloads too long to scan reliably, malformed Wi-Fi or contact payloads, and exposed credentials like a Wi-Fi password or a token sitting in a URL. It audits the decoded payload you paste; it does not read images.
by JustHandled Labs
Hold your bios, footers, and profiles to one brand spec. Flags brand-name spelling and casing that does not match your canonical form, off-spec taglines, links that are not on your official list, leftover placeholders (Lorem, TODO, "your tagline here"), and handles that differ from one surface to the next. You define the spec once and it enforces it everywhere.
by JustHandled Labs
Catch the Open Graph and Twitter Card problems that make a shared link preview blank or broken. Flags missing og:title, og:image, og:description, og:url, or twitter:card, a relative og:image URL (crawlers need an absolute one), an SVG og:image (no platform renders it), and image dimensions that miss the 1200x630 standard. Reads your HTML or pasted head markup; it does not fetch the page or refresh a platform's cache.
by JustHandled Labs
Check a desired handle against every platform's username rules and find the form that works everywhere. Flags handles that break a platform's length limits, use a disallowed character (like a period on YouTube or TikTok), or start with a disallowed character, and recommends the safe consistent form (4 to 15 lowercase alphanumeric). Covers X, Instagram, TikTok, YouTube, Twitch, GitHub, and Bluesky. It checks the rules, not availability.
by JustHandled Labs
Pull the real commitments out of a meeting transcript, with owners, and separate firm action items from tentative "let's revisit" ones. Reads .vtt, .srt, .txt, or pasted notes, attributes each item to the speaker who said it, classifies it firm or tentative, and marks any decision with no clear owner as needs-confirmation instead of inventing one.
by JustHandled Labs
Catch documentation that drifted from your code. Flags functions and methods named in your docs that are gone from the source, CLI flags documented but missing from the arg parser, env vars the docs mention but the code never reads, example imports of modules that no longer exist, and npm scripts or Make targets your docs reference but the project does not define. Cross-references your README and docs against Python and JS/TS source.
by JustHandled Labs
Find the unit tests that pass without testing anything. Flags tests with no assertions, trivial existence-only checks (toBeDefined, assertIsNotNone), tests that assert the exact value they just mocked, snapshot-only tests, tautological assertions (expect(true).toBe(true)), empty placeholders, and over-mocked tests with more setup than assertions. Works on Jest/Vitest and pytest/unittest.
by JustHandled Labs
Run structural QA on your translation files across locales. Flags missing keys, placeholder mismatches ({name}, %s, {{var}}), strings left untranslated and identical to the source, length-overflow risk that breaks UI, terminology drift against a glossary, empty targets, and plural-category gaps. Works on JSON, gettext .po/.pot, and .properties. It checks form, not meaning, so you do not need to speak the target language to use it.
by JustHandled Labs
Check ad copy for the editorial issues that get Google and Meta ads disapproved, before you submit. Flags all-caps words, gimmicky punctuation (!!, ??), prohibited and hype words, Meta's banned personal-attribute framing ("Are you over 40?"), absolute or unsubstantiated claims, ad-field length overflow, and trademark-term risk. The word lists and field limits are editable, so you can tune it to your accounts.
by JustHandled Labs
List every TODO, FIXME, HACK, XXX, BUG, and OPTIMIZE comment in your codebase with file, line, and tag. Scans 14 languages, groups the results by tag with counts, and skips node_modules, dist, build, and vendor. A clean tech-debt inventory instead of scrolling grep output.
by JustHandled Labs
Flag every em-dash and AI transition cliché in a draft and get a plain replacement suggestion for each. Catches em-dashes (the "ChatGPT dash"), overused transition words and phrases (moreover, furthermore, "in today's digital age," delve), and dash-like punctuation doing vague connective work. It flags and suggests; you decide what to change.
by JustHandled Labs
Scan a draft for the tells that make writing read as AI-generated, so you can revise them before publishing. Flags the delve/tapestry/underscore/harness vocabulary cluster, hedging and filler phrases ("it's worth noting," "in today's digital age"), the "not just X, it's Y" antithesis tic, em-dash overuse, rule-of-three pile-ups, unusually uniform sentence cadence, and generic conclusion openers. It marks locations for you to fix; it does not rewrite.
by JustHandled Labs
Audit a draft against your own voice spec and flag every line that breaks your house style. Checks banned words and phrases, em-dashes (when your spec bans them), sentences over your word-count cap, off-spec terms that have a preferred replacement, missing contractions, and forbidden clichés. Config-driven by a voice-spec.json you control, with a sensible default spec if you don't supply one.
by JustHandled Labs
Audit your frontend build against a performance budget and catch size regressions before you ship. Flags total bundle over budget, initial bundle over budget, individual chunks over a threshold, oversized image assets, source maps shipped to production, and large unminified JavaScript. Reads a webpack or Vite-style stats.json plus a perf-budget.json you control.
by JustHandled Labs
Lint an OpenAPI spec and diff two versions to catch breaking API changes before they reach consumers. Within a spec it flags missing operationId, success responses with no schema, untyped parameters, operations with no security requirement, and unbounded arrays/strings. Across two versions it flags removed paths and operations, removed response codes, a parameter becoming required, narrowed parameter types, removed enum values, and removed response fields. Analyzes JSON specs (convert YAML to JSON first).
by JustHandled Labs
Audit your SPF, DKIM, and DMARC records for the misconfigurations that get mail rejected or sent to spam. Flags a missing DMARC record or p=none, missing rua reporting, a missing or duplicated SPF record, SPF over the 10-lookup limit, permissive +all/?all, a missing DKIM selector, and SPF/DKIM domain-alignment mismatches. Paste a DNS zone file or dig/nslookup output.
by JustHandled Labs
Audit a Helm chart for insecure defaults before you deploy to Kubernetes. Flags privileged containers, allowPrivilegeEscalation, missing CPU/memory limits and requests, hostPath volumes, hostNetwork/hostPID/hostIPC sharing, readOnlyRootFilesystem not set, runAsNonRoot not enforced (or runAsUser 0), plaintext secrets in values.yaml, missing NetworkPolicy, and NodePort/LoadBalancer services exposed without restriction.
by JustHandled Labs
Audit a JavaScript or TypeScript frontend for missing translations and hardcoded UI strings before you ship a new locale. Flags hardcoded JSX text and UI props (title, placeholder, aria-label, label, alt) not wrapped in t(), i18n.t(), or <Trans>; keys present in the default locale but missing from other locale files; keys referenced in code but absent from the locales (the raw dotted keys that leak to users); unused locale keys; and unparseable locale JSON.
by JustHandled Labs
Scan a SKILL.md package for prompt injection and secret exfiltration before you install or publish an agent skill. Flags env-variable-to-URL exfiltration wording, conditional triggers with hidden side effects, imperative instructions buried in HTML comments, zero-width characters, base64 and long-token blobs, remote content treated as instructions, pipe-to-shell and recursive force-delete references, and overbroad tool requests (network plus browser plus file-write with no scope).
by JustHandled Labs
Audit local dbt SQL and YAML for missing model tests, source freshness and test gaps, likely-key coverage, missing model descriptions, SELECT *, and raw table references. Get severity-ranked findings plus starter tests YAML for model/key gaps without running dbt or querying a warehouse.
by JustHandled Labs
Catch the dangerous migration before it locks or wrecks your production database. Scans SQL migration files for destructive and risky operations: DROP and TRUNCATE, drops without IF EXISTS, lossy column-type changes, NOT NULL added without a default, DELETE or UPDATE with no WHERE, non-concurrent index builds, dropped constraints, renames, and data backfills mixed into schema changes. Each finding is ranked by severity with a safer rewrite. Postgres, MySQL, and SQLite.
by JustHandled Labs
Vet dependency changes for supply-chain risk before you install, commit, or release. Scans package and lockfile diffs for install-time lifecycle scripts, non-registry sources, suspicious download commands, typosquatting, and floating versions, across npm, pnpm, yarn, pip, uv, and poetry. Flags what to review with evidence. No install required.
by JustHandled Labs
Diagnose why your Docker Compose stack won't come up: port conflicts, bad or missing env vars, absent healthchecks, volume and permission issues, depends_on that doesn't wait for readiness, networking gaps, platform mismatches, and databases that aren't ready. Reads your docker-compose.yml and logs and ranks the blockers with fixes.
by JustHandled Labs
One-line summary description Stop your agent from claiming "done" before it's proven. A verification gate that classifies each change by risk (payment, auth, database, user-facing), picks the tests that actually cover it, demands evidence, maps regression risk, and outputs an honest pass/fail report. Turns "looks good to me" into "here's what I ran, and here's what's still unverified."
by JustHandled Labs
Figure out why your Vercel build or deploy failed without scrolling the whole log. Reads the build log plus your package manifest and framework config to pinpoint missing modules, Node and package-manager mismatches, missing env vars, monorepo root mistakes, and serverless/edge runtime errors, with the likely cause and a fix for each.
by JustHandled Labs
Lint an exported n8n workflow before it ships: catches broken or duplicated nodes, missing error handlers, credential stubs, unhandled retries, unsafe webhooks, brittle expressions, and missing idempotency. A read-only pass over your workflow JSON that ranks production-readiness gaps with evidence and concrete fixes.
by JustHandled Labs
Scaffold and audit secure MCP servers with input schemas, confirmation gates, and safety-first tool definitions.
by JustHandled Labs
Diagnose why Stripe Checkout, the Billing Portal, or your webhooks aren't working: missing signature verification, raw-body mistakes, no idempotency, test/live key mix-ups, broken success and cancel URLs, and subscription lifecycle gaps. Works across Next.js, Express, FastAPI, and serverless, with severity, evidence, and copy-paste fixes for each finding.
by JustHandled Labs
Audit local Supabase SQL, migrations, policies, storage rules, and client code for RLS gaps, broad policies, service-role leakage, overbroad grants, and tenant-isolation mistakes. Get severity-ranked evidence, proposed fixes, and verification steps without connecting to or changing the live project.
by JustHandled Labs
Generate runnable accessibility regression tests, not just a findings report. Detects a11y issues, missing alt text, unlabeled controls, keyboard and focus gaps, in your routes, components, or HTML, then emits Playwright + axe-core spec files with targeted assertions and remediation tickets for each. Previews the tests first and writes them only on your confirmation.
by JustHandled Labs
Audit and harden GitHub Actions workflows against overbroad permissions, secrets exposure, and supply-chain risks.
by JustHandled Labs
Catch typos, homophones, and near-miss misspellings across code, docs, and markdown, in a commit, your staged changes, a file, or a whole directory. Layers dictionary, phonetic (Soundex), and edit-distance checks with context-aware homonym rules to flag the their/there and its/it's a basic spellcheck sails right past.
by JustHandled Labs
Turn a messy task description into a clean, conventional git branch name: detects the type (feature, fix, refactor), slugifies the summary, pulls in JIRA/GitHub ticket prefixes, then offers to run git checkout -b for you. One naming standard the whole team actually follows, instead of 'quick-fix-1'.
by JustHandled Labs
Turn a raw meeting transcript (.vtt, .srt, .txt, or pasted) into clean markdown meeting minutes: a task table with owners and due dates, the decisions actually made, open questions, and a skim-friendly summary. Separates real commitments from the 'we should probably' suggestions.
by JustHandled Labs
Generate a complete pull request description from your staged changes, commits, and branch diff: summary, changes, test plan, and checklist, ready for GitHub, GitLab, or Bitbucket. Cross-checks the file list against what git actually reports, so reviewers get the why and what without hallucinated filenames.
by JustHandled Labs
Save, name, list, and restore git stashes without losing track of what's in them. Auto-labels each stash with its branch, timestamp, and a summary, shows them in a clean numbered list, and warns before you pop into a dirty worktree. No more digging work out of the couch cushions.
by JustHandled Labs
Bulk-update cover images and thumbnails across your Gumroad catalog from a CSV or a folder of files named by permalink. Pre-flight checks validate each image (format, size, corruption) before it hits the Gumroad API, and you get an audit log of every success and failure. No clicking through the dashboard product by product.
by JustHandled Labs
Generate three distinct digital-product covers with GPT Image 2 from a product name, description, optional price, brand colors, style, size, and quality. Defaults to 1280x720 PNGs for storefronts and leaves no partial set if generation fails.
by JustHandled Labs
Create review-ready Gumroad draft products from CSV, upload ZIPs, attach Content-tab files, add covers, and resume safely after interruptions. Duplicate-aware Python + Playwright workflow; nothing publishes without review.
by JustHandled Labs
Turn CRM exports into sales rep scorecards: 0-100 performance scores across activity, pipeline, conversion, and forecast accuracy, plus evidence-based coaching notes for weekly 1-on-1s. One review-ready report instead of a spreadsheet weekend.
by JustHandled Labs
Run a 10,000-iteration Monte Carlo forecast on your pipeline CSV to get P50/P70/P90 revenue confidence intervals, an ASCII distribution histogram, and what-if scenarios for slipped deal dates. Answers 'how likely are we to hit the number?' instead of a flat weighted-pipeline guess.
by JustHandled Labs
Turn a raw account CSV into balanced sales territories: assigns accounts by region, industry, workload, and ARR, flags orphaned high-value accounts, and hands managers specific rebalancing moves. Compares region-based vs industry-based models so coverage is even instead of cherry-picked.
by JustHandled Labs
Turn an account's contact list into a champion map: classifies each stakeholder as economic buyer, coach, blocker, or user, scores them 0-100, and renders the power structure as an org chart with a next-action angle for each one. So reps stop treating every stakeholder like the same beige rectangle.
by JustHandled Labs
Turn deal details into a branded, client-ready deal room: an interactive HTML microsite with pricing tiers, an ROI calculator, case studies, and clear next steps, ready to deploy to Netlify, Vercel, or S3 in seconds. A professional client portal instead of another PDF attachment.
by JustHandled Labs
Handle any B2B sales objection with a framework-backed response: classifies it (price, authority, timing, competition, need), then drafts an email or call script tailored to your product and price point, plus the discovery questions that surface the objection behind the objection. Built on LAER, Sandler, and JOLT, not pushy improv.
by JustHandled Labs
Set up and book meetings end to end: generates Cal.com or Calendly booking links, converts your availability to the prospect's timezone, and drafts the full invite, reminder, follow-up, and thank-you sequence with an agenda matched to the meeting type (discovery, demo, onboarding). Buffers built in so you're not booked back to back.
by JustHandled Labs
Turn a local Git range, recent commit window, or tag comparison into plain Markdown release notes with tolerant Conventional Commit grouping, breaking-change detection, tagless fallback, and a reviewable SemVer suggestion.
by JustHandled Labs
Audit any URL for technical SEO, Core Web Vitals, on-page issues, and content gaps against up to three competitors, then get a ranked, ready-to-hand-off action plan. Uses live crawl data and PageSpeed signals, with optional Ahrefs/Moz/Semrush APIs when you have them.
by JustHandled Labs
Generate a complete 30/60/90 day product launch plan: positioning, a Product Hunt strategy, a press list of 50+ contacts, a 4-stage email sequence, a 14-day social calendar, and an hour-by-hour launch-day checklist. Everything built and ready to run, not vague 'post on social' advice.
by JustHandled Labs
Qualify and score a whole lead list with BANT or MEDDIC, automatically. Researches each account for buying signals like funding and leadership changes, scores it with a reason code for every point, and returns a prioritized queue with outreach drafts tied to what it found. CSV in, sales-ready queue out.
by JustHandled Labs
Generate personalized multi-step cold email sequences from a lead CSV: a Day 1/3/7 cadence per prospect, A/B subject lines, and a 100-point spam-risk check that rewrites risky copy to protect deliverability. Exports CRM-ready for HubSpot or Salesforce. Built for batches, not one email at a time.
by JustHandled Labs
Batch-enrich a lead-list CSV: waterfall lookups across Apollo, Clearbit, Hunter, and ZoomInfo find and verify emails for 3+ decision-makers per account, score each lead 0-100 on ICP fit and buying signals, and export CRM-ready for HubSpot or Salesforce. Built for hundreds of leads, not one at a time.
by JustHandled Labs
Map any repo into an interactive D3 dependency graph plus a Markdown onboarding guide: entry points, module relationships, circular dependencies, and dead-code candidates, with refactor suggestions. Parses TypeScript, Python, Java, Go, and Rust imports, exports, and calls. Self-contained HTML, no source changes.
by JustHandled Labs
Drive a browser from your agent without the token bloat. Batches navigate/click/type into one call, stays logged in with persistent sessions, and feeds the model compact DOM snapshots instead of giant HTML, so multi-step flows like logins, form-filling, and scraping behind auth stay fast and cheap. Runs on the uBrowser MCP server.
by JustHandled Labs
Turn messy PRDs, Notion docs, and user stories into a structured implementation plan: tasks with dependencies, complexity estimates, file paths, and acceptance criteria, plus GitHub-ready issues you can post with one command. Flags the unresolved questions to settle with stakeholders before code starts.
by JustHandled Labs
Diagnose CI step failures and jobs that fail before steps run. Trace empty-step states and matrix cancellations to evidence, then propose the smallest reviewable fix.
by JustHandled Labs
Run real Playwright E2E tests on your web app: login, checkout, and form flows across desktop and mobile viewports, with screenshots, traces, and console logs captured on every failure. Catches broken flows and UI regressions before release, and tells you the likely fix, not just that something broke.
by JustHandled Labs
Penetration-test your Claude Code agent's guardrails before you deploy. Throws prompt-injection payloads, shell-chaining, and path-traversal attempts at your PreToolUse/PostToolUse hooks and sensitive-file protections, then returns a pass/fail report on 10+ attack vectors with copy-paste remediation for every gap.
by JustHandled Labs
Humanize AI writing without changing the facts: strips the tells (delve, tapestry, em-dash abuse, throat-clearing) and rewrites flat LLM prose into sharp, concrete, human-sounding copy. Feed it a writing sample and it builds a reusable voice profile so every future draft sounds like you, not the model.