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lisa-tdd-implementation

Test-Driven Development implementation workflow. RED: write failing test, GREEN: minimum code to pass, REFACTOR: clean up. Includes task metadata requirements, verification, and atomic commit practices.

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lisa-tracker-read

Vendor-neutral wrapper for fetching the full scope of a ticket/issue and its related graph. Reads the required `tracker` from .lisa.config.json and dispatches to lisa-jira-read-ticket, lisa-github-read-issue, or lisa-linear-read-issue. Returns a consolidated context bundle so downstream agents never act on a single ticket in isolation.

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lisa-security-review

Security review methodology. STRIDE threat modeling, OWASP Top 10 vulnerability checks, auth/validation/secrets handling review, and mitigation recommendations.

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lisa-security-zap-scan

Run an OWASP ZAP baseline security scan locally using Docker. Checks for the ZAP baseline script, executes the scan, and summarizes findings by risk level with remediation recommendations.

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lisa-sentry-access

Vendor-neutral access layer for Sentry. Sentry-oriented skills MUST delegate through this skill rather than calling Sentry MCP tools, sentry-cli, or REST directly. Per the credential-substrate-precedence contract, resolves SENTRY_AUTH_TOKEN (REST, or sentry-cli authenticated from the same token) first when present and identity-matched to the configured org/project, then falls back to the Sentry MCP.

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lisa-queue-status

Read-only operator surface for the current project's PRD and build backlog health. Resolves the configured PRD source and build tracker from the same Lisa contract used by intake and repair, summarizes lifecycle-role counts, distinguishes idle queues from setup problems, and highlights actionable blocked, in-review, claimed, or shipped work.

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lisa-quality-review

Code quality review checklist. Correctness, coding philosophy compliance, test coverage, documentation quality. Findings ranked by severity in plain English.

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lisa-pull-request-review

This skill should be used to address and resolve the code review feedback on a pull request — human and bot (CodeRabbit, etc.). It fetches every unresolved review thread with its resolution state via GraphQL, triages each one, implements valid feedback (commit + push), replies to invalid/not-applicable feedback explaining why, and resolves every handled thread via the GraphQL resolveReviewThread mutation so branch-protection thread-resolution gates clear. Composable and chainable — runnable standalone via /lisa:pull-request:review or invoked inline by other skills (drive-pr-to-merge, verify) via the Skill tool.

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lisa-project-ideation

Generate practical, verifiable product ideas for the current host project FROM EVIDENCE-DERIVED PERSONAS, then turn the selected build-ready ideas into real PRDs via lisa-research. First derives the personas the project actually serves by mining its docs, code, data model, and releases (never invented — each persona cites its evidence), then ideates per persona. Every build-ready idea must pass a practicality gate (an obtainable data/source path) and an empirical verification gate (a user-observable outcome the agent can verify). Selected ideas are handed to lisa-research, which creates each PRD in the configured source (Notion / Confluence / GitHub / Linear) — in the draft state by default, or prd-ready (auto-picked-up by lisa-intake) when prd_ready=true. Defaults to creating one PRD (the top-ranked idea); max_prds widens the batch. Invoke for 'generate feature ideas for this project', 'what should we build next for <persona>?', 'looking at <external product>, what should we add here?'.

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lisa-product-walkthrough

Methodology for evaluating the live product when planning work or evaluating a PRD. Reading a PRD or a mock without seeing the current product produces tickets that misjudge the change — this skill grounds the analysis in what actually exists today. Driving the product is owned by the `use-the-product` core (which detects the product type — DOM web, HTTP/API, canvas game, CLI, IaC — resolves the per-environment mutation policy from .lisa.config.json so production is never mutated by accident, and explores through the project's personas when defined); this skill adds the planning lens. Invoke from notion-to-tracker (Phase 2b live-product walkthrough), jira-create, and any PRD intake flow whose work touches existing user-facing surfaces.

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lisa-codify-verification

Convert empirical verification into a regression test so it never has to be re-proven manually. Runs after a verification passes — picks the appropriate test framework for the verification type (Playwright for UI/browser, integration test for API/DB/auth, benchmark for performance, etc.), generates the test, wires it into the project's test runner, and confirms it executes. Mandatory step in the verification lifecycle and in the Build/Fix/Improve flows.

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lisa-confluence-prd-intake

Scans a Confluence space (or a parent page) for PRD pages currently parented under the configured `ready` lifecycle page and runs the first eligible one through the dry-run validation pipeline. A PRD that passes every gate gets tickets written and is re-parented under the `ticketed` lifecycle page; a PRD that fails gets clarifying-question comments and is re-parented under the `blocked` lifecycle page. Confluence counterpart of `lisa-notion-prd-intake` — the workflow is identical; only the source-of-truth tools and the state encoding differ (parent-page re-parenting instead of a status property). Composes existing skills (confluence-to-tracker, tracker-validate, tracker-source-artifacts, product-walkthrough).

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lisa-confluence-to-tracker

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implement-plugin-parity

This skill should be used to execute an APPROVED plugin-parity routing artifact produced by analyze-plugin. It hard-gates on `status:"approved"`, then performs only the artifact's declared deterministic actions — emitting MCP/LSP into agent variants via the existing generators/installers, enabling vendor equivalents, and scaffolding `synced-from`-stamped Lisa skills for approved reimplement cases. It reuses Lisa's existing generators/installers as black boxes and NEVER ports upstream plugin code. An un-approved or schema-invalid artifact is a no-op error.

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analyze-plugin

This skill should be used to analyze a single curated third-party Claude plugin (one of Lisa's enabledPlugins) and plan how to bring it to parity across the non-Claude agents Lisa distributes to (Codex, Cursor, agy, Copilot). It inventories the plugin's components, classifies each, decides a per-agent routing outcome, and writes a machine-readable routing artifact plus a human review matrix under parity/plugin-routing/. It is PLAN-ONLY: it STOPS for human approval and makes no source-tree edits — the sibling skill implement-plugin-parity executes an approved artifact.

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lisa-jira-verify

This skill should be used when verifying that a JIRA ticket meets organizational standards for epic relationships and description quality. It fetches the live ticket and delegates the gate checks to jira-validate-ticket so the bar matches what jira-write-ticket enforces pre-write.

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lisa-jira-sync

Syncs plan progress to a linked JIRA ticket. Posts plan contents, progress updates, branch links, and PR links at key milestones. Use this skill throughout the plan lifecycle to keep tickets in sync.

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lisa-jira-read-ticket

Fetches the full scope of a JIRA ticket — metadata, description, acceptance criteria, all comments, remote links (PRs, Confluence, dashboards), issue links (blocks/is blocked by/relates to/duplicates/clones), epic parent with siblings, and subtasks. Produces a consolidated context bundle that downstream agents consume so they never act on a single ticket in isolation.

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lisa-jira-journey

Parse a JIRA ticket's Validation Journey section, execute the verification steps using appropriate tools (curl, test commands, database queries), capture evidence, and post to JIRA + GitHub PR using the jira-evidence skill.

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lisa-jira-evidence

Upload text evidence to GitHub pr-assets release, update PR description, post JIRA comment with code blocks, and move ticket to the configured review status only when `jira.workflow.review` is set (otherwise leave it in `claimed`). Reusable by any skill that captures evidence and generates evidence/comment.txt + evidence/comment.md.

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lisa-jira-create

This skill should be used when creating JIRA epics, stories, and tasks from code files or descriptions. It analyzes the provided input, determines the appropriate issue hierarchy, and creates issues with comprehensive quality requirements including test-first development and documentation.

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lisa-jira-claim

Idempotently claims one live Jira leaf ticket for direct Lisa work. Reuses jira-build-intake Phase 3b semantics through lisa-atlassian-access: configured ready-to-claimed transition, assign-only-if-unassigned, stable managed comment, and post-write verification.

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lisa-wiki-ingest

Use when ingesting Lisa repository, GitHub, Linear, document, or transcript knowledge into the in-repository wiki.

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lisa-coding-agent-parity

This skill should be used when Lisa needs to research feature parity across the coding agents it can install into — Claude Code, Codex, Cursor (cursor-agent), Antigravity (agy), and GitHub Copilot. It produces a four-part research artifact (universal feature catalog, support matrix, plugin-distributability matrix, polyfill designs for the gaps) drawn from both web/documentation research and direct CLI queries. RESEARCH ONLY — implementation lives in the sibling skill `lisa-coding-agent-parity-implement`, which consumes this artifact. Use whenever the agent fleet changes (new CLI added, existing CLI ships a capability), when Lisa needs an updated picture of where parity stands, or before opening any implementation work that touches multiple agents.

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lisa-linear-write-prd

Creates or idempotently updates a PRD as a Linear Project carrying exactly one PRD lifecycle project-label (`prd-draft` by default, or `prd-ready` when initial_role is ready so lisa-linear-prd-intake auto-claims it). The Linear PRD-source writer behind lisa-prd-source-write. Dedupes by a stable marker embedded in the Project description (matched by marker, never by name). Uses the Linear MCP.

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plugin-parity-drift

This skill should be used to check whether any Lisa-native reimplementation of a curated third-party Claude plugin has drifted behind its upstream version. It wraps the deterministic detector at scripts/plugin-parity-drift.mjs, which scans `synced-from`-stamped SKILL.md files, resolves each plugin's current upstream version from the installed plugin cache, and reports stale/ahead/missing pins via a CI-gateable exit code. Use it in CI, before a release, or any time the curated plugin set is updated. It only reports — it never edits a skill or auto-bumps a pin.

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lisa-codex-parity

This skill should be used when adding or changing a Lisa feature surface (hooks, skills, agents, slash-commands, MCP servers, settings, memory) and you need the Codex distribution to reach parity with the Claude distribution. It drives the `codex` CLI in a back-and-forth conversation to investigate what Codex actually supports (source-read AND empirical runtime capture — never docs alone), builds a Claude→Codex gap matrix, implements the missing equivalents, and has Codex empirically verify the result end-to-end. Use it whenever Claude Code or Codex ships a new capability, or whenever you bundle something new into Lisa for Claude and need to mirror it for Codex.

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lisa-analyze-claude-remote

Audit whether the current repository can run as a Claude Code remote routine (cloud session). Read-only analysis that inventories what Lisa AND the host project need to configure or build in the cloud environment — external CLIs/binaries to install, environment variables and secrets to set, startup hooks and their headless-safety, MCP server scope/transport/auth, user-scoped config and auto-memory gaps that don't replicate to the cloud, and platform constraints (bun proxy, IP allowlist, network tier, no interactivity). Reads `.lisa.config.json` `tracker`/`source` to determine which tracker/PRD-source integrations are active, resolves each to its headless-viable substrate (CLI/curl + token, never browser-OAuth MCP, never OS-keychain), and spells out the exact secret env vars, where to obtain each token, and the precise access scope required — without guessing. Emits grouped findings plus a machine-readable inventory that /lisa:generate-claude-remote-build-script consumes.

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lisa-repair-intake

Use when running one cron-safe Lisa repair-intake cycle for stuck or half-closed PRD/build queue items. Delegates to the generated Lisa repair-intake contract, typically with arguments like `github intake_mode=both`.

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lisa-monitor

Monitor application health AND audit observability completeness for the current repo, then file build-ready tickets for what it finds. Checks health endpoints, recent logs (CloudWatch / Sentry / browser console), error-rate spikes, performance hotspots, pending migrations, and Playwright smoke flows via the stack-specific ops-specialist (Expo, Rails) or stack-agnostic base probing (any stack, incl. NestJS / CDK). Audits the repo against an observability-completeness rubric scoped to its type (frontend / backend / infra) and flags instrumentation gaps (e.g. no distributed tracing, no DB/query analytics). For each high-signal anomaly and each in-scope missing dimension it files a single-repo, build-ready leaf ticket via tracker-write (idempotent, capped, repo-scoped) so the intake cron implements it — monitor files only, it never fixes. Manual (no cron); files by default, `--dry-run` previews. Conservative by default. Also invoked as the post-deploy step of lisa-verify, where it runs report-only (never files).

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lisa-nightly-add-test-coverage

Nightly direct-execution skill for increasing test coverage. Receives pre-computed threshold data, writes tests targeting coverage gaps, updates thresholds, commits, and creates a PR.

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lisa-jira-build-intake

Symmetric counterpart to notion-prd-intake on the JIRA side. Scans a JIRA project (or JQL filter) for tickets in the configured `ready` status, claims the first eligible ticket by transitioning to the configured `claimed` status, runs the implementation/build flow via the jira-agent workflow in-session (culminating in lisa-implement), transitions to the configured `done` status on completion, then exits. Enforces the claim-time arm of the `leaf-only-lifecycle` rule: a parent/container with open child work (or a childless Epic) that still carries a stale build-ready status is skipped or safe-blocked with a lifecycle-repair comment, never claimed. The `ready` status is the human-flipped signal that a TODO ticket is truly ready for development — mirroring how Notion PRDs work product Draft → Ready → (us) In Review → Blocked|Ticketed.

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lisa-jira-add-journey

Add a Validation Journey section to an existing JIRA ticket by analyzing the change type and generating appropriate verification steps with evidence markers.

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lisa-jam-access

Vendor-neutral access layer for Jam. Jam triage rules and skills MUST delegate through this skill rather than calling Jam MCP tools directly. Per the credential-substrate-precedence contract, resolves the JAM_PAT-authenticated Jam CLI first when the PAT is present and identity-matched, then falls back to the Jam MCP.

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lisa-atlassian-access

Vendor-neutral access layer for Atlassian (JIRA + Confluence). Every jira-* and confluence-* skill MUST delegate through this skill rather than calling Atlassian directly. Per the credential-substrate-precedence contract, resolves a substrate per operation with the ATLASSIAN_API_TOKEN curl path first for reads and writes alike whenever the token is present and identity-matched — binding JIRA writes to the configured cloudId — then acli, then the Atlassian MCP as fallbacks. acli is used when installed and switchable to a profile matching the configured site; mismatched active profiles are skipped only after switch plus re-verification fails, and acli writes are a guarded fallback with post-write tenant assertions.

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lisa-attribute-failure

Event-triggered root-cause attribution for an arbitrary failure: decide, with cited evidence, whether the defect is Lisa's fault or the project's. Accepts a failure event (defect description, implicated files, rule/skill/hook in play) and returns a verdict of lisa | project | ambiguous plus the evidence relied on. Read-only — it never files, writes, or remediates; callers (lisa-doctor findings, the learning judgment gate, rework triage) consume the verdict. Extracted from lisa-doctor's upstream Lisa change-history diagnosis (#1494) so the same attribution procedure can run on ANY failure event, not only doctor config-audit findings.

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lisa-automation-status

Read-only operator surface for the current project's Lisa automation fleet. Resolves the expected recurring jobs from the same setup-automations contract Lisa uses to create them, inspects the active runtime scheduler (Codex automations or Claude /schedule), compares live command/cadence/queue arguments against the expected contract, and reports grouped fleet health such as healthy, missing, unsupported, drifted, stale, or failing with remediation guidance.

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lisa-bug-triage

8-step bug triage and implementation workflow. Ensures bugs are reproducible, root-caused, and fixable before implementation begins.

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lisa-capability-drift

Detect the fleet getting worse when nobody changed anything — sample the evaluation suite against a recorded baseline on a cadence, decide whether a decline is real given run-to-run variance, and attribute it to a vendor-side change, accumulated local change, or a broken harness.

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lisa-codebase-research

Codebase exploration and architecture analysis. Read files, trace data flow, identify modification points, map dependencies, find reusable code, evaluate design patterns.

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lisa-rework-triage

Rework detection and agent-failure classification. When a claimed ticket turns out to be rework — previously implemented work bounced back from QA/staging — this skill detects it, classifies WHY the previous agent attempt failed (decomposition infidelity, PRD defect, missing tool access, implementation defect, environment/data, verification gap), posts a structured triage comment, and routes each cause to its hardening destination — including upstream Lisa issues so the harness itself gets fixed and the same mistake structurally cannot repeat. Vendor-neutral: consumes the lisa-tracker-read context bundle; invoked automatically by lisa-ticket-triage Phase 2.5 and runnable standalone.

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lisa-root-cause-analysis

Prove what causes a defect: hypotheses written down before evidence is gathered, positive confirmation by execution rather than by surviving a disproof, a symptom-keyed technique menu including git bisect, and a declared stopping point that escalates an unresolved verdict instead of drifting.

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lisa-parity-code-review

Lisa-native code review of the current git diff. Walks every changed hunk and reports correctness bugs, security issues, and obvious defects as severity-ranked findings with file:line references. Vendor-neutral — the cross-agent equivalent of the upstream code-review command, runnable on Codex, agy, Copilot, Cursor, and Claude.

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lisa-enforcement-census

Fleet enforcement census. Re-measures how many host checkouts on this machine resolve a Lisa enforcement guard at all, which copy governs each one, its vintage, and whether an apply receipt exists — then reports it. Report-only: it never gates, never files, and never changes a checkout. Keeps 'resolves NO guard' apart from 'resolves something old', because they are different failures with different remedies. Lisa-monorepo only, because the fleet roster is a Lisa-monorepo artifact.

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harness-parity-council

Lisa-only advisory workflow for consulting external coding-agent CLIs about runtime parity without bundling this skill into host projects

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lisa-notion-write-prd

Creates or idempotently updates a PRD as a page in the configured Notion PRD database, setting the lifecycle Status property to the draft value by default (or the ready value when initial_role is ready so lisa-notion-prd-intake auto-claims it). The Notion PRD-source writer behind lisa-prd-source-write. Dedupes by a stable marker embedded in the page (matched by marker, never by title). All Notion access goes through lisa-notion-access — never call the Notion API or MCP directly.

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lisa-notion-to-tracker

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lisa-notion-prd-intake

Scans a Notion PRD database for pages in the configured `ready` status and runs the first eligible one through the dry-run validation pipeline. A PRD that passes every gate gets tickets written and the status flipped to the configured `ticketed` value; a PRD that fails gets clarifying-question comments and the status flipped to the configured `blocked` value. The skill is the runtime for the ready → in_review → blocked|ticketed lifecycle. Composes existing skills (notion-to-tracker, tracker-validate, tracker-source-artifacts, product-walkthrough); does not reimplement their logic.

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lisa-notion-access

Vendor-neutral access layer for Notion. Every notion-* skill MUST delegate through this skill rather than invoking the Notion REST API or any Notion MCP directly. Per the credential-substrate-precedence contract, resolves a substrate per operation in this order: (1) curl + Bearer auth + internal-integration token when the token is present and identity-matches the configured workspace, (2) Notion MCP as fallback if authenticated and the configured prdDatabaseId is fetchable through it. Verifies the active connection matches `.lisa.config.json` before every operation — substrates authenticated as a different Notion workspace are skipped, not used.

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lisa-nightly-lower-code-complexity

Nightly direct-execution skill for reducing code complexity thresholds. Receives pre-computed threshold data, refactors violations, updates thresholds, commits, and creates a PR.

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Adoption

Agent Skills are supported by leading AI development tools.

FAQ

Frequently asked questions about Agent Skills.

01

What are Agent Skills?

Agent Skills are reusable, production-ready capability packs for AI agents. Each skill lives in its own folder and is described by a SKILL.md file with metadata and instructions.

02

What does this agent-skills.md site do?

Agent Skills is a curated directory that indexes skill repositories and lets you browse, preview, and download skills in a consistent format.

03

Where are skills stored in a repo?

By default, the site scans the skills/ folder. You can also submit a URL that points directly to a specific skills folder.

04

What is required inside SKILL.md?

SKILL.md must include YAML frontmatter with at least name and description. The body contains the actual guidance and steps for the agent.

05

How can I submit a repo?

Click Submit in the header and paste a GitHub URL that points to a skills folder. We’ll parse it and add any valid skills to the directory.