Notion Spec To Implementation
JetBrains/skills
Turn Notion specs into implementation plans, tasks, and progress tracking; use when implementing PRDs/feature specs and creating Notion plans + tasks from them.
Phase 1 of the prd-taskmaster pipeline: brainstorm-driven discovery.
$ npx skills add anombyte93/prd-taskmaster --skill discover -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install anombyte93/prd-taskmaster discover --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/anombyte93/prd-taskmaster.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/discover .claude/skills/discover && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "discover" agent skill from https://github.com/anombyte93/prd-taskmaster/tree/main/skills/discover into .claude/skills/discover/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "discover", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/anombyte93/prd-taskmaster/tree/main/skills/discoverType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add anombyte93/prd-taskmaster --skill discover -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install anombyte93/prd-taskmaster discover --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/anombyte93/prd-taskmaster.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/discover .agents/skills/discover && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "discover" agent skill from https://github.com/anombyte93/prd-taskmaster/tree/main/skills/discover into .agents/skills/discover/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "discover", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add anombyte93/prd-taskmaster --skill discover -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install anombyte93/prd-taskmaster discover --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/anombyte93/prd-taskmaster.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/discover .cursor/skills/discover && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "discover" agent skill from https://github.com/anombyte93/prd-taskmaster/tree/main/skills/discover into .cursor/skills/discover/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "discover", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/anombyte93/prd-taskmaster.git --path skills/discover--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add anombyte93/prd-taskmaster --skill discover -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install anombyte93/prd-taskmaster discover --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/anombyte93/prd-taskmaster.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/discover .gemini/skills/discover && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "discover" agent skill from https://github.com/anombyte93/prd-taskmaster/tree/main/skills/discover into .gemini/skills/discover/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "discover", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install anombyte93/prd-taskmaster discoverInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add anombyte93/prd-taskmaster --skill discover -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/anombyte93/prd-taskmaster.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/discover .github/skills/discover && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "discover" agent skill from https://github.com/anombyte93/prd-taskmaster/tree/main/skills/discover into .github/skills/discover/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "discover", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add anombyte93/prd-taskmaster --skill discover -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install anombyte93/prd-taskmaster discover --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/anombyte93/prd-taskmaster.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/discover .opencode/skills/discover && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "discover" agent skill from https://github.com/anombyte93/prd-taskmaster/tree/main/skills/discover into .opencode/skills/discover/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "discover", 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.
discoverPhase 1 of the prd-taskmaster pipeline: brainstorm-driven discovery.
Discover is an agent skill from anombyte93/prd-taskmaster. Phase 1 of the prd-taskmaster pipeline: brainstorm-driven discovery. Delegates to superpowers:brainstorming in Interactive Mode (one adaptive question at a time), or self-brainstorms in Autonomous Mode when no user is present. Intercepts before the brainstorming chain hands off to writing-plans — this skill owns the exit. Extracts constraints, calibrates scale (Solo / Team / Enterprise), and advances the pipeline to GENERATE.
Its SKILL.md is about 2.4k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Agent Workflows, covering Brainstorming, PRD writing and Planning. It works with Model Context Protocol. The repository describes itself as: Zero-config goal-to-tasks engine for Claude Code (the Atlas engine). Graded PRD validation, dependency-ordered task graph, evidence-gated execution. The licence is MIT.
2 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 3a9756a. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
ReadSkillAskUserQuestionWriteToolSearchmcp__atlas-enginemcp__plugin_prd_gomcp__plugin_prd-taskmaster_gomcp__plugin_atlas-go_goFrom allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Discover loads about 2.4k tokens when it runs. Until then it costs about 110 tokens; SKILL.md has 953 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from anombyte93/prd-taskmaster at commit 3a9756a, republished under its MIT licence (© anombyte93). 953 words, ~2,353 tokens.
.claude/skills/discover/SKILL.md (or your agent's skills folder).Declarative phase skill. Invoked by the prd-taskmaster orchestrator when
current_phase is DISCOVER. Never called directly by a user.
The one rule: invoke superpowers:brainstorming for discovery, intercept
before it chains to writing-plans — we control the exit, not the brainstorm
skill.
Call mcp__plugin_prd_go__check_gate(phase="DISCOVER", evidence={}) for diagnostics.
check_gate is an EXIT gate: it verifies the evidence to advance, not to enter.
On first DISCOVER entry you have no evidence yet (the User Approval / Self-Approval
Gate below produces user_approved=true OR auto_classification=CLEAR with assumptions_documented), so a gate_passed: false here is EXPECTED — the state
machine's legal transitions already guarantee only legal entry.
Detect execution context. If any of the following signals are present, switch to Autonomous Mode:
.claude/ralph-loop.local.md exists in the project rootauto-enter / auto-approve daemon is running against this session--autonomous flag/pentest-wtf, or /ralph-loop
Otherwise proceed in Interactive Mode (default).Copy into your response before running the procedure:
DISCOVERY CHECKLIST:
- [ ] Mode detected (Interactive vs Autonomous)
- [ ] Goal captured from skill args or soul purpose
- [ ] Adaptive questions completed (one at a time)
- [ ] Constraints extracted and listed
- [ ] Scale classified (Solo / Team / Enterprise)
- [ ] Discovery summary captured for GENERATE phase
- [ ] User approved (Interactive) or summary committed (Autonomous)superpowers:brainstorming with the goal as input.writing-plans, STOP. Do NOT let it invoke writing-plans. Capture the
brainstorm output (design, requirements, decisions) into local state
instead. The prd-taskmaster orchestrator owns the handoff — not
superpowers:brainstorming.AskUserQuestion (see
User Approval Gate below).Do NOT invoke superpowers:brainstorming — it blocks on user input and
will stall an unattended session. Instead, self-brainstorm using this
template:
session-context/CLAUDE-soul-purpose.md.session-context/CLAUDE-activeContext.md for project context.session-context/discovery-{timestamp}.md answering every question the
interactive flow would ask:Autonomous mode is first-class, not degraded. A well-run autonomous discovery produces a spec the user reads on wake-up and says "yes, that's what I meant" without edits. If you find yourself needing to ask more than two questions the user didn't anticipate, the discovery is under-specified — stop and write a handoff note instead of proceeding.
After brainstorming completes, present via AskUserQuestion:
Discovery Complete:
Goal: [one sentence]
Audience: [who it's for]
Approach: [proposed solution]
Key decisions: [list]
Constraints: [known limitations]
Scale: [Solo | Team | Enterprise]
Proceed to generate spec? (or refine further)Write the discovery summary to session-context/discovery-{timestamp}.md and
commit it. No interactive approval is required, but assumptions MUST be
explicit in the written summary so the user can audit on wake-up.
If brainstorming (or self-brainstorming) produces thin answers, fill gaps with reasonable assumptions instead of forcing extra questions:
Document every assumption in the discovery summary so GENERATE can surface them in the spec.
Before moving to GENERATE, explicitly extract and list all constraints mentioned during discovery. Emit this block:
CONSTRAINTS CAPTURED:
- Tech stack: [e.g., "must use Python", "React frontend", "no new dependencies"]
- Timeline: [e.g., "MVP in 2 weeks", "no deadline"]
- Team: [e.g., "solo developer", "3-person team"]
- Budget: [e.g., "free tier only", "$500/month max"]
- Integration: [e.g., "must work with existing Postgres DB", "connects to Stripe"]
- Regulatory: [e.g., "HIPAA compliant", "GDPR", "none specified"]
- Domain-specific: [e.g., "authorized pentest scope: 10.0.0.0/24 only",
"learning goal: intermediate level"]Present this list alongside the discovery summary. These constraints MUST be passed to GENERATE — they inform spec content, task decomposition depth, and acceptance criteria. If a constraint is mentioned in discovery but missing from the spec, that's a bug.
Infer project scale from discovery answers and set decomposition guidance:
| Scale | Signal | Task Cap | Subtask Depth |
|---|---|---|---|
| Solo | "just me", "side project", "learning" | 8–12 tasks | 2–3 subtasks each |
| Team | "small team", "MVP", "product", "startup" | 12–20 tasks | 3–5 subtasks each |
| Enterprise | "compliance", "multiple teams", "platform" | 20–30 tasks | 5–8 subtasks each |
Pass the scale classification to GENERATE so task count is calibrated, not arbitrary.
After approval (Interactive) or commit (Autonomous), constraints captured, and scale classified:
mcp__plugin_prd_go__advance_phase(expected_current="DISCOVER", target="GENERATE", evidence={"user_approved": True, "constraints_captured": True, "scale": "<Solo|Team|Enterprise>", "assumptions_documented": True}).
The call atomically transitions pipeline.json from DISCOVER to GENERATE.
The expected_current field is the compare-and-swap guard;
evidence is stored under phase_evidence[GENERATE] for audit.prd-taskmaster skill). Do NOT invoke
GENERATE directly — the orchestrator re-reads current_phase and routes.superpowers:brainstorming.This skill does not use explicit process termination. A hard block reports the reason and returns control to the orchestrator; the orchestrator decides whether to surface to the user.
© anombyte93, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in skills/discover of anombyte93/prd-taskmaster.
Open the folder on GitHubat commit 3a9756a
Discover next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Discover this skillanombyte93/prd-taskmaster | 604 | — | ~2.4k | Automated safety check: Pass | MIT | |
| Notion Spec To ImplementationJetBrains/skills | 364 | 5 repos | ~904 | Automated safety check: Pass | MIT | |
| Upload Artifactclosedloop-ai/claude-plugins | 122 | — | ~1.4k | Automated safety check: Notes | Apache-2.0 | |
| Designserpro69/claude-toolbox | 151 | — | ~1.3k | Automated safety check: Pass | Custom licence | |
| CE BrainstormEveryInc/compound-engineering-plugin | 25k | — | ~1.9k | Automated safety check: Pass | MIT | |
| PadPerpetualSoftware/pad | 186 | — | ~10k | Automated safety check: Notes | Apache-2.0 |
JetBrains/skills
Turn Notion specs into implementation plans, tasks, and progress tracking; use when implementing PRDs/feature specs and creating Notion plans + tasks from them.
closedloop-ai/claude-plugins
Upload a file as a ClosedLoop document (PRD, implementation plan, feature, or template).
serpro69/claude-toolbox
TRIGGER when: asked to write or refine a technical design, PRD, specification, implementation plan, or task list, or resume an existing docs/feat/wip feature.
EveryInc/compound-engineering-plugin
Turns a vague or ambitious feature idea into a requirements-only plan through dialogue with you, sized to the work, before any code is written.
PerpetualSoftware/pad
Talk to your project. An agent skill from PerpetualSoftware/pad.
VeryGoodOpenSource/vgv-wingspan
Clarifies what to build before how, by asking one question at a time about a feature idea and then handing the result on to planning.
anombyte93/prd-taskmaster
Customise the prd-taskmaster plugin workflow via curated brainstorm questions.
anombyte93/prd-taskmaster
Phase 2 of the prd-taskmaster pipeline: spec generation and task parsing.
anombyte93/prd-taskmaster
Phase execution skill for licensed Atlas Fleet runs. An agent skill from anombyte93/prd-taskmaster.
anombyte93/prd-taskmaster
Execute the next TaskMaster task using the implementation plan with CDD verification.
anombyte93/prd-taskmaster
Expand all TaskMaster tasks with deep research before coding begins.
anombyte93/prd-taskmaster
Phase 3 of the prd-taskmaster pipeline: smart mode selection and user handoff.
Works with
Phase 1 of the prd-taskmaster pipeline: brainstorm-driven discovery. Discover is an agent skill from anombyte93/prd-taskmaster. Phase 1 of the prd-taskmaster pipeline: brainstorm-driven discovery.
Discover fits situations like: tasks that involve Brainstorming; tasks that involve PRD writing; tasks that involve Planning.
Run `npx skills add anombyte93/prd-taskmaster --skill discover -a claude-code`. Or copy the skill folder (skills/discover in anombyte93/prd-taskmaster) into .claude/skills/discover in your project. Claude Code loads it when a task matches its description.
Run `npx skills add anombyte93/prd-taskmaster --skill discover -a codex`. Or copy the skill folder (skills/discover in anombyte93/prd-taskmaster) into .agents/skills/discover in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add anombyte93/prd-taskmaster --skill discover -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/discover, .gemini/skills/discover, .github/skills/discover and .opencode/skills/discover in your project.
SKILL.md names no scripts, command-line tools or credentials: Discover is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Skill, AskUserQuestion, Write, ToolSearch, mcp__atlas-engine, mcp__plugin_prd_go, mcp__plugin_prd-taskmaster_go, mcp__plugin_atlas-go_go.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Discover is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.4k tokens (SKILL.md is roughly 9.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Discover: Notion Spec To Implementation (JetBrains/skills, 364 stars), Upload Artifact (closedloop-ai/claude-plugins, 122 stars), Design (serpro69/claude-toolbox, 151 stars) and CE Brainstorm (EveryInc/compound-engineering-plugin, 25k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
anombyte93 (a GitHub user) maintains it in anombyte93/prd-taskmaster, which has 604 GitHub stars. The repository holds 9 skills in this directory. The repository was last updated on August 14, 2026.
Source: anombyte93/prd-taskmaster on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.