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Gentleman-Programming/gentle-ai/internal/assets/skills/sdd-tasks/SKILL.md

sdd-tasks

Break an SDD change into implementation tasks. Trigger: orchestrator launches task planning for a change.

Source repository stars
5,421
Declared platforms
0
Static risk flags
1
Last source update
2026-08-06
Source checked
2026-08-06

Decision brief

What it does—and where it fits

If you ARE the sdd-tasks sub-agent (NOT the orchestrator), the gate above does NOT apply to you. Continue with the phase work below. Do NOT delegate. Do NOT call the Skill tool. You are the executor — execute.

Best for

  • You are a sub-agent responsible for creating the TASK BREAKDOWN. You take the proposal, specs, and design, then produce a tasks.md with concrete, actionable implementation steps organized by phase.

Not for

  • Tasks that require unconfirmed production actions or broad system permissions.
  • Environments where the pinned source and install steps cannot be inspected.

Compatibility matrix

Platform support, with evidence labels

PlatformStatusEvidenceWhat to check
CodexNot declaredNo explicit evidencePortability before use
Claude CodeNot declaredNo explicit evidencePortability before use
CursorNot declaredNo explicit evidencePortability before use
Gemini CLINot declaredNo explicit evidencePortability before use
Open the compatibility checker

Installation

Inspect first. Install second.

The source command is displayed only when detected. A safe inspection prompt is always available so your agent can explain every action before execution.

Source-detected install commandSource
npx skills add https://github.com/Gentleman-Programming/gentle-ai --skill "internal/assets/skills/sdd-tasks"
Safe inspection promptEditorial

Inspect the Agent Skill "sdd-tasks" from https://github.com/Gentleman-Programming/gentle-ai/blob/148c1ead00cfe0c5e9665076316bbc066d341ee9/internal/assets/skills/sdd-tasks/SKILL.md at commit 148c1ead00cfe0c5e9665076316bbc066d341ee9. List every install step, command, network request, credential, file read/write, external action, and rollback step. Explain whether it fits my task. Do not install or execute anything until I approve.

Workflow

What the source asks the agent to do

  1. 01

    Step 1: Load Skills

    Follow Section A from skills/shared/sdd-phase-common.md.

    Follow Section A from skills/shared/sdd-phase-common.md.
  2. 02

    Step 2: Analyze the Design

    From the design document, identify: - All files that need to be created/modified/deleted - The dependency order (what must come first) - Testing requirements per component - Every applicable threat-matrix case and its planned RED test; ignore rows explicitly marked N/A

    All files that need to be created/modified/deletedThe dependency order (what must come first)Testing requirements per component
  3. 03

    Step 3: Write tasks.md

    IF mode is openspec or hybrid: Create the task file:

    IF mode is openspec or hybrid: Create the task file:IF mode is engram or none: Do NOT create any openspec/ directories or files. Compose the tasks content in memory — you will persist it in Step 4.
  4. 04

    Review Workload Forecast

    Decision needed before apply: Chained PRs recommended: Chain strategy: 400-line budget risk:

    Decision needed before apply: Chained PRs recommended: Chain strategy: 400-line budget risk:
  5. 05

    Phase 1: {Phase Name} (e.g., Infrastructure / Foundation)

    [ ] 1.1 {Concrete action — what file, what change}

    [ ] 1.1 {Concrete action — what file, what change}[ ] 1.2 {Concrete action}[ ] 1.3 {Concrete action}

Permission review

Static risk signals and limitations

Writes files

medium · line 56

The documentation asks the agent to create, modify, or delete local files.

*IF mode is `openspec` or `hybrid`:** Create the task file:

Evidence record

Why each signal appears

EvidenceSourceComputedTestedEditorial
SignalValueEvidence typeMeaning
Quality score88/100ComputedDocumentation, specificity, maintenance, and trust rules
Repository stars5,421SourceRepository attention, not individual Skill quality
Compatibility0 platformsSourceDeclared in the catalog source record
Usage guideautomated source guideEditorialGenerated or reviewed according to the visible evidence level

Pinned source

Provenance and original SKILL.md

Repository
Gentleman-Programming/gentle-ai
Skill path
internal/assets/skills/sdd-tasks/SKILL.md
Commit
148c1ead00cfe0c5e9665076316bbc066d341ee9
License
MIT
Collected
2026-08-06
Default branch
main
View the original SKILL.md

ORCHESTRATOR GATE: If you loaded this skill via the skill() tool, you are the ORCHESTRATOR — STOP. Do NOT execute these instructions inline. Delegate to the dedicated sdd-tasks sub-agent using your platform's delegation primitive (e.g., task(...), sub-agent invocation, etc.). This skill is for EXECUTORS only.

Executor Override

If you ARE the sdd-tasks sub-agent (NOT the orchestrator), the gate above does NOT apply to you. Continue with the phase work below. Do NOT delegate. Do NOT call the Skill tool. You are the executor — execute.

Language Domain Contract

Generated technical artifacts default to English. Do not inherit the user's conversational language or the active persona's regional voice for SDD artifacts unless the user explicitly requests that artifact language or the project convention requires it.

If technical artifacts are explicitly requested in another language, use a neutral/professional register unless the user explicitly requests a different tone or regional variant.

Public/contextual comments follow the target context language by default. Explicit user language or tone overrides win; otherwise use a neutral/professional register unless the target context clearly calls for another tone or regional variant.

Purpose

You are a sub-agent responsible for creating the TASK BREAKDOWN. You take the proposal, specs, and design, then produce a tasks.md with concrete, actionable implementation steps organized by phase.

What You Receive

From the orchestrator:

  • Change name
  • Artifact store mode (engram | openspec | hybrid | none)
  • Delivery strategy (ask-on-risk | auto-chain | single-pr | exception-ok)

Execution and Persistence Contract

Follow Section B (retrieval) and Section C (persistence) from skills/_shared/sdd-phase-common.md.

  • engram: Read sdd/{change-name}/proposal (required), sdd/{change-name}/spec (required), sdd/{change-name}/design (required). Save as sdd/{change-name}/tasks.
  • openspec: Read and follow skills/_shared/openspec-convention.md.
  • hybrid: Follow BOTH conventions — persist to Engram AND write tasks.md to filesystem. Retrieve dependencies from Engram (primary) with filesystem fallback.
  • none: Return result only. Never create or modify project files.

What to Do

Step 1: Load Skills

Follow Section A from skills/_shared/sdd-phase-common.md.

Step 2: Analyze the Design

From the design document, identify:

  • All files that need to be created/modified/deleted
  • The dependency order (what must come first)
  • Testing requirements per component
  • Every applicable threat-matrix case and its planned RED test; ignore rows explicitly marked N/A

Step 3: Write tasks.md

IF mode is openspec or hybrid: Create the task file:

openspec/changes/{change-name}/
├── proposal.md
├── specs/
├── design.md
└── tasks.md               ← You create this

IF mode is engram or none: Do NOT create any openspec/ directories or files. Compose the tasks content in memory — you will persist it in Step 4.

Task File Format

# Tasks: {Change Title}

## Review Workload Forecast

| Field | Value |
|-------|-------|
| Estimated changed lines | <rough estimate or range> |
| 400-line budget risk | Low / Medium / High |
| Chained PRs recommended | Yes / No |
| Suggested split | <single PR or PR 1 → PR 2 → PR 3> |
| Delivery strategy | <ask-on-risk / auto-chain / single-pr / exception-ok> |
| Chain strategy | <stacked-to-main / feature-branch-chain / size-exception / pending> |

Decision needed before apply: <Yes|No>
Chained PRs recommended: <Yes|No>
Chain strategy: <stacked-to-main|feature-branch-chain|size-exception|pending>
400-line budget risk: <Low|Medium|High>

### Suggested Work Units

| Unit | Goal | Likely PR | Focused test command | Runtime harness | Rollback boundary |
|------|------|-----------|----------------------|-----------------|-------------------|
| 1 | <standalone deliverable> | PR 1 | <smallest proving command> | <real scenario/command or N/A with reason> | <files/behavior removable without unrelated rollback> |
| 2 | <standalone deliverable> | PR 2 | <smallest proving command> | <real scenario/command or N/A with reason> | <independent revert boundary> |

## Phase 1: {Phase Name} (e.g., Infrastructure / Foundation)

- [ ] 1.1 {Concrete action — what file, what change}
- [ ] 1.2 {Concrete action}
- [ ] 1.3 {Concrete action}

## Phase 2: {Phase Name} (e.g., Core Implementation)

- [ ] 2.1 {Concrete action}
- [ ] 2.2 {Concrete action}
- [ ] 2.3 {Concrete action}
- [ ] 2.4 {Concrete action}

## Phase 3: {Phase Name} (e.g., Testing / Verification)

- [ ] 3.1 {Write tests for ...}
- [ ] 3.2 {Write tests for ...}
- [ ] 3.3 {Verify integration between ...}

## Phase 4: {Phase Name} (e.g., Cleanup / Documentation)

- [ ] 4.1 {Update docs/comments}
- [ ] 4.2 {Remove temporary code}

Task Writing Rules

Each task MUST be:

CriteriaExample ✅Anti-example ❌
Specific"Create internal/auth/middleware.go with JWT validation""Add auth"
Actionable"Add ValidateToken() method to AuthService""Handle tokens"
Verifiable"Test: POST /login returns 401 without token""Make sure it works"
SmallOne file or one logical unit of work"Implement the feature"

Every applicable threat-matrix case MUST become an explicit RED-test task before its production task. Preserve the concrete case and expected safe/failure behavior from design; rows marked N/A stay omitted.

Review Workload Forecast Rules

Before finalizing tasks, estimate whether implementation is likely to exceed the 400 changed-line review budget (additions + deletions). This is a planning guard, not an exact diff count.

Use available signals: number of files, phases, integration points, tests, docs, generated artifacts, migrations, and how many concerns the change crosses.

If the estimate is High or likely above 400 lines:

  1. Mark Chained PRs recommended as Yes.
  2. Split tasks into work units that can become chained or stacked PRs.
  3. Each suggested PR must have a clear start, clear finish, verification, autonomous scope, focused test command, runtime harness, and rollback boundary.
  4. Ask the user which chain strategy to use (this is a team decision):
    • Stacked PRs to main — each PR merges to main in order. Fast iteration, fix on the go. Best for speed-first teams and independent slices.
    • Feature Branch Chain — the feature/tracker branch accumulates the final integration; PR #1 targets the tracker branch, later PRs target the immediate previous PR branch so each child diff stays focused. Only the tracker merges to main. Best for rollback control and coordinated releases.
    • size:exception — keep it as a single PR with maintainer approval. Best for generated code, migrations, or vendor diffs.
  5. Cache the user's choice and set Decision needed before apply from delivery strategy:
    • ask-on-risk: Yes — orchestrator asks before apply.
    • auto-chain: No — orchestrator proceeds with the first slice using the chosen chain strategy.
    • single-pr: Yes — orchestrator must require size:exception before apply.
    • exception-ok: No — maintainer has accepted size:exception.

Do not bury this in prose. Put the forecast near the top of the tasks artifact so the user sees it before implementation starts.

The forecast MUST include these exact plain-text lines so downstream guards can match them literally:

Decision needed before apply: Yes|No
Chained PRs recommended: Yes|No
Chain strategy: stacked-to-main|feature-branch-chain|size-exception|pending
400-line budget risk: Low|Medium|High

You may keep the table for readability, but the plain-text lines are the guard contract.

For feature-branch-chain, suggested work units SHOULD name the intended base boundary: PR #1 base = feature/tracker branch; PR #2 base = PR #1 branch; PR #3 base = PR #2 branch. If a child PR would show previous PR changes, the base is wrong and must be retargeted/rebased before review.

Phase Organization Guidelines

Phase 1: Foundation / Infrastructure
  └─ New types, interfaces, database changes, config
  └─ Things other tasks depend on

Phase 2: Core Implementation
  └─ Main logic, business rules, core behavior
  └─ The meat of the change

Phase 3: Integration / Wiring
  └─ Connect components, routes, UI wiring
  └─ Make everything work together

Phase 4: Testing
  └─ Unit tests, integration tests, e2e tests
  └─ Verify against spec scenarios

Phase 5: Cleanup (if needed)
  └─ Documentation, remove dead code, polish

Step 4: Persist Artifact

This step is MANDATORY — do NOT skip it.

Follow Section C from skills/_shared/sdd-phase-common.md.

  • artifact: tasks
  • topic_key: sdd/{change-name}/tasks
  • type: architecture

Step 5: Return Summary

Return to the orchestrator:

## Tasks Created

**Change**: {change-name}
**Location**: `openspec/changes/{change-name}/tasks.md` (openspec/hybrid) | Engram `sdd/{change-name}/tasks` (engram) | inline (none)

### Breakdown
| Phase | Tasks | Focus |
|-------|-------|-------|
| Phase 1 | {N} | {Phase name} |
| Phase 2 | {N} | {Phase name} |
| Phase 3 | {N} | {Phase name} |
| Total | {N} | |

### Implementation Order
{Brief description of the recommended order and why}

### Review Workload Forecast
- Estimated changed lines: {estimate or range}
- 400-line budget risk: {Low | Medium | High}
- Chained PRs recommended: {Yes | No}
- Delivery strategy: {ask-on-risk | auto-chain | single-pr | exception-ok}
- Decision needed before apply: {Yes | No}
- Suggested work-unit PR split: {brief list or "Not needed"}

### Next Step
{Ready for implementation (sdd-apply) OR ask the user whether to use chained PRs before sdd-apply.}

Rules

  • ALWAYS reference concrete file paths in tasks
  • Tasks MUST be ordered by dependency — Phase 1 tasks shouldn't depend on Phase 2
  • Testing tasks should reference specific scenarios from the specs
  • Each task should be completable in ONE session (if a task feels too big, split it)
  • Use hierarchical numbering: 1.1, 1.2, 2.1, 2.2, etc.
  • NEVER include vague tasks like "implement feature" or "add tests"
  • Apply any rules.tasks from openspec/config.yaml
  • If the project uses TDD, integrate test-first tasks: RED task (write failing test) → GREEN task (make it pass) → REFACTOR task (clean up)
  • Size budget: Tasks artifact MUST be under 530 words. Each task: 1-2 lines max. Use checklist format, not paragraphs.
  • Review workload guard: ALWAYS include the Review Workload Forecast. If likely above 400 changed lines, recommend chained PRs and honor the received delivery strategy for whether a decision/exception is needed before apply.
  • Work-unit evidence: every suggested work unit MUST name its Focused test command, Runtime harness command/scenario (or explicit N/A reason), and Rollback boundary.
  • Return envelope per Section D from skills/_shared/sdd-phase-common.md.

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