planning
Skill2 starsChanged 8 months agoMITView on GitHub
Decompose specs into executable task sequences.
69 other projects use a version of this.
Adopted by
Most recently taken up by
- gimso2x/claude-harness-slim-templatetheir own version, first seen Nov 8, 2026
- t128n/skillstheir own version, first seen Nov 8, 2026
- juriwiens/skillstheir own version, first seen Nov 8, 2026
- AlomoesDataScience/claude-skillstheir own version, first seen Nov 8, 2026
- RiccardoGrin/skillstheir own version, first seen Nov 8, 2026
- iliaal/ai-skillstheir own version, first seen Nov 7, 2026
Used with
Projects with it also use Problem-Solving Techniques, web-frameworks and 8 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
truongtv22SkillProblem-Solving Techniques
Apply systematic problem-solving techniques for complexity spirals (simplification cascades), innovation blocks (collision-zone thinking), recurring patterns (meta-pattern recognition), assumption constraints (inversion exercise), scale uncertainty (scale game), and dispatch when stuck. Techniques derived from Microsoft Amplifier project patterns adapted for immediate application.
Also in 5 projects that use this
mrgoonieSkillweb-frameworks
Build modern full-stack web applications with Next.js (App Router, Server Components, RSC, PPR, SSR, SSG, ISR), Turborepo (monorepo management, task pipelines, remote caching, parallel execution), and RemixIcon (3100+ SVG icons in outlined/filled styles). Use when creating React applications, implementing server-side rendering, setting up monorepos with multiple packages, optimizing build performance and caching strategies, adding icon libraries, managing shared dependencies, or working with TypeScript full-stack projects.
Also in 5 projects that use this
mrgoonieSkillmcp-management
Manage Model Context Protocol (MCP) servers - discover, analyze, and execute tools/prompts/resources from configured MCP servers. Use when working with MCP integrations, need to discover available MCP capabilities, filter MCP tools for specific tasks, execute MCP tools programmatically, access MCP prompts/resources, or implement MCP client functionality. Supports intelligent tool selection, multi-server management, and context-efficient capability discovery.
Also in 5 projects that use this
truongtv22Skillmobile-development
Build modern mobile applications with React Native, Flutter, Swift/SwiftUI, and Kotlin/Jetpack Compose. Covers mobile-first design principles, performance optimization (battery, memory, network), offline-first architecture, platform-specific guidelines (iOS HIG, Material Design), testing strategies, security best practices, accessibility, app store deployment, and mobile development mindset. Use when building mobile apps, implementing mobile UX patterns, optimizing for mobile constraints, or making native vs cross-platform decisions.
Also in 4 projects that use this
- +6 more from mrgoonie
Other versions69 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 69
- langchain-ai/deepagents★ 31ksame name
- open-metadata/OpenMetadata★ 16ksame name
- atopile/atopile★ 4ksame name
- awslabs/agent-plugins★ 918same name
- xiaolai/vmark★ 908same name
- ryanthedev/code-foundations★ 381same name
- mblode/agent-skills★ 189same name
- markmdev/meridian★ 184same name
- tmcfarlane/team-avatar★ 112same name
- Towow-ai/Flowness★ 107same name
59 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository18 other files it gives its agents.
- auditingSkill
- bootstrappingSkill
- debuggingSkill
- executingSkill
- finalizingSkill
- guardingSkill
- handling-reviewSkill
- ideatingSkill
- isolatingSkill
- orchestratingSkill
- parallelizingSkill
- precisionSkill
- requesting-reviewSkill
- runbookSkill
- scaffoldingSkill
- skill-craftingSkill
- tddSkill
- verifyingSkill
The file
We split this skill into the rules it gives an agent
6 rules. 0 are common, 6 are distinctive, and 0 are very specific to this project.
0
Common
Most of the 62 edited versions we read keep these.
6
Distinctive
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 16
If the spec covers multiple independent subsystems, it should have been split during ideation.
- Distinctive: line 20
Before defining tasks, enumerate every file that will be created or modified and its responsibility.
- Distinctive: line 24
Follow existing codebase patterns.
- Distinctive: line 40
Every plan starts with:
- Distinctive: line 103
If loop exceeds 3 iterations, surface to user.
- Distinctive: line 109
After saving and committing the plan:
“Common” is measured: kept by at least 6 in 10 of the 62 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Planning
Transform an approved spec into a step-by-step implementation plan that an engineer with zero project context can follow.
Announce at start: "Generating implementation plan using arsyn:planning."
Save to: docs/arsyn/plans/YYYY-MM-DD-<feature-name>.md (user preference overrides)
Scope Gate
If the spec covers multiple independent subsystems, it should have been split during ideation. If it was not, recommend separate plans — one per subsystem. Each plan must produce working, testable software on its own.
File Map
Before defining tasks, enumerate every file that will be created or modified and its responsibility. This locks in decomposition decisions.
- One clear responsibility per file. Prefer focused files over large ones.
- Files that change together live together. Split by responsibility, not by layer.
- Follow existing codebase patterns. If a file you are modifying has grown unwieldy, include a split in the plan.
Task Granularity
Each step is a single action (2-5 minutes):
| Step | Example |
| Write failing test | test_user_creates_account |
| Run test, confirm failure | pytest ... -v -> FAIL |
| Implement minimal code | function body |
| Run test, confirm pass | pytest ... -v -> PASS |
| Commit | git commit -m "feat: ..." |
Plan Header
Every plan starts with:
# [Feature] Implementation Plan
> **For agents:** Use arsyn:orchestrating (preferred) or arsyn:executing to run this plan. Steps use `- [ ]` checkboxes.
**Goal:** [One sentence]
**Architecture:** [2-3 sentences]
**Tech Stack:** [Key technologies]
---Task Format
### Task N: [Name] `[CONFIDENCE: HIGH|MEDIUM|LOW]`
**Files:**
- Create: `src/exact/path.py`
- Modify: `src/existing/file.py:40-55`
- Test: `tests/exact/test_path.py`
- [ ] **N.1 Write failing test**
```python
def test_behavior():
assert function(input) == expected
```
- [ ] **N.2 Confirm failure**
Run: `pytest tests/path/test.py::test_behavior -v`
Expect: FAIL — `NameError: function not defined`
- [ ] **N.3 Implement**
```python
def function(input):
return expected
```
- [ ] **N.4 Confirm pass**
Run: `pytest tests/path/test.py::test_behavior -v`
Expect: PASS
- [ ] **N.5 Commit**
```bash
git add src/exact/path.py tests/exact/test_path.py
git commit -m "feat: add behavior"
```Review Loop
- Dispatch plan-document-reviewer subagent (see
references/plan-document-reviewer-prompt.md) with crafted context — never raw session history. Provide plan path and spec path. - Issues found: fix and re-dispatch.
- Approved: proceed to handoff.
- If loop exceeds 3 iterations, surface to user.
Reviewers are advisory. Explain disagreements if you believe feedback is wrong.
Execution Handoff
After saving and committing the plan:
"Plan saved to
docs/arsyn/plans/<filename>.md. Two execution modes:1. Orchestrated (recommended) — Fresh subagent per task with review between tasks.
2. Inline — Execute tasks sequentially in this session with checkpoint reviews.
Which approach?"
- Orchestrated: invoke arsyn:orchestrating
- Inline: invoke arsyn:executing
Gotchas
- Vague steps — "Add validation" is not a step. Every step contains complete, copy-pasteable code or an exact command with expected output.
- Oversized tasks — If a task takes longer than 5 minutes, split it.
- Missing verification commands — Every "confirm" step needs the exact command and expected result.
- Fabricated paths — Verify file paths against the actual project tree before writing them into the plan.
- Implementation before tests — Every feature task starts with a failing test.
- Missing commit steps — Each red-green cycle ends with a commit.
- Assumed context — Plans must be self-contained. Do not write "follow the existing pattern" — show the pattern.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

