Subagent-Driven Development Skill
Execute a plan by dispatching a fresh implementer subagent per task, reviewing each for spec compliance and quality, then a whole-branch final review.
---
name: subagent-driven-development
description: Use when executing implementation plans with independent tasks in the current session
---
# Subagent-Driven Development
Execute plan by dispatching a fresh implementer subagent per task, a task review (spec compliance + code quality) after each, and a broad whole-branch review at the end.
**Why subagents:** You delegate tasks to specialized agents with isolated context. By precisely crafting their instructions and context, you ensure they stay focused and succeed at their task. They should never inherit your session's context or history. You construct exactly what they need. This also preserves your own context for coordination work.
**Core principle:** Fresh subagent per task + task review (spec + quality) + broad final review = high quality, fast iteration
**Narration:** between tool calls, narrate at most one short line; the
ledger and the tool results carry the record.
**Continuous execution:** Do not pause to check in with your human partner between tasks. Execute all tasks from the plan without stopping. The only reasons to stop are: BLOCKED status you cannot resolve, ambiguity that genuinely prevents progress, or all tasks complete. "Should I continue?" prompts and progress summaries waste their time. They asked you to execute the plan, so execute it.
## When to Use
```dot
digraph when_to_use {
"Have implementation plan?" [shape=diamond];
"Tasks mostly independent?" [shape=diamond];
"Stay in this session?" [shape=diamond];
"subagent-driven-development" [shape=box];
"executing-plans" [shape=box];
"Manual execution or brainstorm first" [shape=box];
"Have implementation plan?" -> "Tasks mostly independent?" [label="yes"];
"Have implementation plan?" -> "Manual execution or brainstorm first" [label="no"];
"Tasks mostly independent?" -> "Stay in this session?" [label="yes"];
"Tasks mostly independent?" -> "Manual execution or brainstorm first" [label="no - tightly coupled"];
"Stay in this session?" -> "subagent-driven-development" [label="yes"];
"Stay in this session?" -> "executing-plans" [label="no - parallel session"];
}
```
**vs. Executing Plans (parallel session):**
- Same session (no context switch)
- Fresh subagent per task (no context pollution)
- Review after each task (spec compliance + code quality), broad review at the end
- Faster iteration (no human-in-loop between tasks)
## The Process
```dot
digraph process {
rankdir=TB;
subgraph cluster_per_task {
label="Per Task";
"Dispatch implementer subagent (./implementer-prompt.md)" [shape=box];
"Implementer asks questions?" [shape=diamond];
"Answer questions, provide context" [shape=box];
"Implementer implements, tests, commits, self-reviews" [shape=box];
"Generate review package, dispatch task reviewer (./task-reviewer-prompt.md)" [shape=box];
"Spec ✅ and quality approved?" [shape=diamond];
"Finding conflicts with plan text?" [shape=diamond];
"Ask human partner which governs" [shape=box];
"Fix round R of 5: R≤3 resume implementer; R≥4 fresh implementer, more capable model" [shape=box];
"Dispatch scoped re-review (./re-review-prompt.md)" [shape=box];
"All findings addressed?" [shape=diamond];
"R = 5?" [shape=diamond];
"Adjudicate each open finding" [shape=box];
"Any load-bearing finding?" [shape=diamond];
"STOP: report BLOCKED to human partner" [shape=box];
"Park findings in ledger with rulings" [shape=box];
"Append completion to ledger, mark todo complete" [shape=box];
}
"Setup: worktree, ledger check, read plan, pre-flight review" [shape=box];
"More tasks remain?" [shape=diamond];
"Dispatch final code reviewer (code-reviewer.md)" [shape=box];
"Final findings? ONE fix dispatch, one scoped re-review, adjudicate residuals" [shape=box];
"Final review clean: delete this plan's workspace" [shape=box];
"Finish branch: green suite, merge/PR options, cleanup" [shape=box style=filled fillcolor=lightgreen];
"Setup: worktree, ledger check, read plan, pre-flight review" -> "Dispatch implementer subagent (./implementer-prompt.md)";
"Dispatch implementer subagent (./implementer-prompt.md)" -> "Implementer asks questions?";
"Implementer asks questions?" -> "Answer questions, provide context" [label="yes"];
"Answer questions, provide context" -> "Implementer implements, tests, commits, self-reviews";
"Implementer asks questions?" -> "Implementer implements, tests, commits, self-reviews" [label="no"];
"Implementer implements, tests, commits, self-reviews" -> "Generate review package, dispatch task reviewer (./task-reviewer-prompt.md)";
"Generate review package, dispatch task reviewer (./task-reviewer-prompt.md)" -> "Spec ✅ and quality approved?";
"Spec ✅ and quality approved?" -> "Append completion to ledger, mark todo complete" [label="yes"];
"Spec ✅ and quality approved?" -> "Finding conflicts with plan text?" [label="no"];
"Finding conflicts with plan text?" -> "Ask human partner which governs" [label="yes"];
"Ask human partner which governs" -> "Fix round R of 5: R≤3 resume implementer; R≥4 fresh implementer, more capable model";
"Finding conflicts with plan text?" -> "Fix round R of 5: R≤3 resume implementer; R≥4 fresh implementer, more capable model" [label="no"];
"Fix round R of 5: R≤3 resume implementer; R≥4 fresh implementer, more capable model" -> "Dispatch scoped re-review (./re-review-prompt.md)";
"Dispatch scoped re-review (./re-review-prompt.md)" -> "All findings addressed?";
"All findings addressed?" -> "Append completion to ledger, mark todo complete" [label="yes"];
"All findings addressed?" -> "R = 5?" [label="no"];
"R = 5?" -> "Fix round R of 5: R≤3 resume implementer; R≥4 fresh implementer, more capable model" [label="no - next round"];
"R = 5?" -> "Adjudicate each open finding" [label="yes - breaker trips"];
"Adjudicate each open finding" -> "Any load-bearing finding?";
"Any load-bearing finding?" -> "STOP: report BLOCKED to human partner" [label="yes"];
"Any load-bearing finding?" -> "Park findings in ledger with rulings" [label="no"];
"Park findings in ledger with rulings" -> "Append completion to ledger, mark todo complete";
"Append completion to ledger, mark todo complete" -> "More tasks remain?";
"More tasks remain?" -> "Dispatch implementer subagent (./implementer-prompt.md)" [label="yes"];
"More tasks remain?" -> "Dispatch final code reviewer (code-reviewer.md)" [label="no"];
"Dispatch final code reviewer (code-reviewer.md)" -> "Final findings? ONE fix dispatch, one scoped re-review, adjudicate residuals";
"Final findings? ONE fix dispatch, one scoped re-review, adjudicate residuals" -> "Final review clean: delete this plan's workspace";
"Final review clean: delete this plan's workspace" -> "Finish branch: green suite, merge/PR options, cleanup";
}
```
## Setup
Ensure the work happens in an isolated workspace: create a git worktree (run project setup, verify a clean test baseline) or verify the existing one.
Never start implementation on a main/master branch without your human
partner's explicit consent.
Conversation memory does not survive compaction. In real sessions,
controllers that lost their place have re-dispatched entire completed task
sequences: the single most expensive failure observed. Track progress in
a ledger file, not only in todos.
- Each plan owns a workspace: at skill start, run this skill's
`scripts/sdd-workspace PLAN_FILE`. It prints the plan's git-ignored
directory (`<repo-root>/.superpowers/sdd/<plan-basename>/`), home to
every artifact for THIS plan: ledger, briefs, reports, review packages.
Another plan's directory is never yours to read or write.
- Check for this plan's ledger at `<workspace>/progress.md`. If its first
line names your plan file, tasks with a `Task <N>: complete` line are DONE
: do not re-dispatch them; resume at the first task without one. A task
whose last line is a fix round is mid-loop: resume the loop at the next
round. A ledger whose first line names a different plan file, or a stray
ledger at the old flat path `.superpowers/sdd/progress.md`: is another
plan's progress: leave it in place and start your own, fresh.
- Create the ledger with its identity as the first line:
`# SDD ledger, plan: <plan file path>`.
- The ledger is your recovery map: the commits it names exist in git even
when your context no longer remembers creating them. After compaction,
trust the ledger and `git log` over your own recollection.
- `git clean -fdx` will destroy the workspace (it's git-ignored scratch); if
that happens, recover from `git log`.
Read the plan once, note its context and Global Constraints, and create a
todo per task.
Before dispatching Task 1, scan the plan once for conflicts:
- tasks that contradict each other or the plan's Global Constraints
- anything the plan explicitly mandates that the review rubric treats as a
defect (a test that asserts nothing, verbatim duplication of a logic block)
Present everything you find to your human partner as one batched question:
each finding beside the plan text that mandates it, asking which governs,
before execution begins, not one interrupt per discovery mid-plan. If the
scan is clean, proceed without comment. The review loop remains the net for
conflicts that only emerge from implementation.
## Model Selection
Use the least powerful model that can handle each role to conserve cost and increase speed.
**Mechanical implementation tasks** (isolated functions, clear specs, 1-2 files): use a fast, cheap model. Most implementation tasks are mechanical when the plan is well-specified.
**Integration and judgment tasks** (multi-file coordination, pattern matching, debugging): use a standard model.
**Architecture and design tasks**: use the most capable available model.
The final whole-branch review is one of these: dispatch it on the most
capable available model, not the session default.
**Review tasks**: choose the model with the same judgment, scaled to the
diff's size, complexity, and risk. A small mechanical diff does not need the
most capable model; a subtle concurrency change does. Scoped re-reviews of
small fix diffs take a cheap-to-mid tier.
**Fix-loop escalation (rounds 4-5)**: use a model at least one tier above
the implementer that got stuck.
**Always specify the model explicitly when dispatching a subagent.** An
omitted model inherits your session's model, often the most capable and
most expensive, which silently defeats this section.
**Turn count beats token price.** Wall-clock and context cost scale with how
many turns a subagent takes, and the cheapest models routinely take 2-3× the
turns on multi-step work: costing more overall. Use a mid-tier model as the
floor for reviewers and for implementers working from prose descriptions.
When the task's plan text contains the complete code to write, the
implementation is transcription plus testing: use the cheapest tier for
that implementer. Single-file mechanical fixes also take the cheapest tier.
**Task complexity signals (implementation tasks):**
- Touches 1-2 files with a complete spec → cheap model
- Touches multiple files with integration concerns → standard model
- Requires design judgment or broad codebase understanding → most capable model
## The Task Loop
Everything you paste into a dispatch prompt, and everything a subagent
prints back: stays resident in your context for the rest of the session
and is re-read on every later turn. Hand artifacts over as files.
### 1. Dispatch the implementer
Record BASE (`git rev-parse HEAD`) before dispatching: the review package
and fix-round diffs need it.
- **Task brief:** before dispatching an implementer, run this skill's
`scripts/task-brief PLAN_FILE N`. It extracts the task's full text to a
uniquely named file and prints the path. Compose the dispatch so the
brief stays the single source of
requirements. Your dispatch should contain: (1) one line on where this
task fits in the project; (2) the brief path, introduced as "read this
first: it is your requirements, with the exact values to use verbatim";
(3) interfaces and decisions from earlier tasks that the brief cannot
know; (4) your resolution of any ambiguity you noticed in the brief;
(5) the report-file path and report contract. Exact values (numbers,
magic strings, signatures, test cases) appear only in the brief. Never
make a subagent read the whole plan file.
- **Report file:** name the implementer's report file after the brief
(brief `…/task-N-brief.md` → report `…/task-N-report.md`) and put it in
the dispatch prompt. The implementer writes the full report there and
returns only status, commits, a one-line test summary, and concerns.
- A dispatch prompt describes one task, not the session's history. Do not
paste accumulated prior-task summaries ("state after Tasks 1-3") into
later dispatches: a real session's dispatch hit 42k chars of which 99%
was pasted history. A fresh subagent needs its task, the interfaces it
touches, and the global constraints. Nothing else.
- If an earlier task parked a finding in the area this task touches, carry
a pointer to that ledger entry in the dispatch.
- Record the implementer's agent identity from the dispatch result;
fix-loop rounds 1-3 resume this agent.
- Never dispatch multiple implementation subagents in parallel (conflicts).
Template: [implementer-prompt.md](implementer-prompt.md)
### 2. Handle the report
Implementer subagents report one of four statuses. Handle each appropriately:
**DONE:** Generate the review package (`scripts/review-package PLAN_FILE BASE HEAD`, from this skill's directory; it prints the unique file path it wrote; BASE is the commit you recorded before dispatching the implementer, never `HEAD~1`, which silently drops all but the last commit of a multi-commit task), then dispatch the task reviewer with the printed path.
**DONE_WITH_CONCERNS:** The implementer completed the work but flagged doubts. Read the concerns before proceeding. If the concerns are about correctness or scope, address them before review. If they're observations (e.g., "this file is getting large"), note them and proceed to review.
**NEEDS_CONTEXT:** The implementer needs information that wasn't provided. Provide the missing context and re-dispatch.
**BLOCKED:** The implementer cannot complete the task. Assess the blocker:
1. If it's a context problem, provide more context and re-dispatch with the same model
2. If the task requires more reasoning, re-dispatch with a more capable model
3. If the task is too large, break it into smaller pieces
4. If the plan itself is wrong, escalate to the human
**Never** ignore an escalation or force the same model to retry without changes. If the implementer said it's stuck, something needs to change.
If the implementer asks questions (before starting or mid-task), answer
clearly and completely, provide additional context if needed, and don't
rush it into implementation.
### 3. Review the task
Per-task reviews are task-scoped gates. The broad review happens once, at the
final whole-branch review. Never skip the task review, and never accept a
report missing either verdict: spec compliance AND task quality are both
required. Implementer self-review never replaces the task review; both are
needed.
- Hand the reviewer its diff as a file: run this skill's
`scripts/review-package PLAN_FILE BASE HEAD` and pass the reviewer the file path
it prints (or, without bash: `git log --oneline`, `git diff --stat`,
and `git diff -U10` for the range, redirected to one uniquely named
file). The output never enters your own context, and the reviewer sees
the commit list, stat summary, and full diff with context in one Read
call. Use the BASE you recorded before dispatching the implementer,
never `HEAD~1`, which silently truncates multi-commit tasks. Never
dispatch a task reviewer without a diff file.
- **Reviewer inputs:** the task reviewer gets three paths, the same brief
file, the report file, and the review package, plus the global
constraints that bind the task.
- The global-constraints block you hand the reviewer is its attention
lens. Copy the binding requirements verbatim from the plan's Global
Constraints section or the spec: exact values, exact formats, and the
stated relationships between components ("same layout as X", "matches
Y"). The reviewer's template already carries the process rules (YAGNI,
test hygiene, review method): the constraints block is for what THIS
project's spec demands.
- Do not add open-ended directives like "check all uses" or "run race tests
if useful" without a concrete, task-specific reason
- Do not ask a reviewer to re-run tests the implementer already ran on the
same code: the implementer's report carries the test evidence
- Do not pre-judge findings for the reviewer, never instruct a reviewer to
ignore or not flag a specific issue. If you believe a finding would be a
false positive, let the reviewer raise it and adjudicate it in the review
loop. If the prompt you are writing contains "do not flag," "don't treat X
as a defect," "at most Minor," or "the plan chose". Stop: you are
pre-judging, usually to spare yourself a review loop.
The task reviewer may report "⚠️ Cannot verify from diff" items: requirements
that live in unchanged code or span tasks. These do not block the rest of the
review, but you must resolve each one yourself before marking the task
complete: you hold the plan and cross-task context the reviewer
lacks. If you confirm an item is a real gap, treat it as a failed spec
review: it enters the fix loop with the other findings.
Template: [task-reviewer-prompt.md](task-reviewer-prompt.md)
### 4. The fix loop
The loop triggers when the review reports spec ❌, any Critical or Important
finding, or a ⚠️ item you confirmed as a real gap.
Before the loop starts, two routes leave it immediately:
- Record Minor findings in the progress ledger as you go
(`Task <N>: minor (deferred): <one-liner>`), and point the final
whole-branch review at that list so it can triage which must be fixed
before merge. A roll-up nobody reads is a silent discard. Minor findings
never enter the loop.
- A finding labeled plan-mandated, or any finding that conflicts with
what the plan's text requires: is the human's decision, like any plan
contradiction: present the finding and the plan text, ask which governs.
Do not dismiss the finding because the plan mandates it, and do not
dispatch a fix that contradicts the plan without asking.
Everything else enters the loop. A fix round is one fix dispatch plus one
scoped re-review. Five rounds maximum per task:
**Rounds 1-3: resume the original implementer.** Send it the open findings
verbatim. Its context is intact: it knows the task, the code, and its own
choices. If your harness cannot send another message to a live subagent,
dispatch a fresh implementer carrying the brief path, the report-file path,
and the findings: the report file is the persistent memory either way.
**Rounds 4-5: dispatch a fresh implementer on a more capable model** (per
Model Selection), with the brief path, the report-file path, the open
findings, and this framing: "A prior implementer attempted this task
[N] times; you own it now. Read the report file for what was tried." A loop
that survives three resumes usually means the implementer cannot see its
own problem: fresh eyes and a capability bump in one move.
**Every round, either way:** the implementer fixes, re-runs the tests
covering the amended code, appends its fix report to the same report file,
and returns the short contract. Before re-dispatching the reviewer, confirm
the fix report contains the covering tests, the command run, and the
output; dispatch the re-review once all three are present. Name the
covering test files in the fix message: a one-line fix does not need the
whole suite.
**The re-review is scoped.** Run `scripts/review-package PLAN_FILE FIX_BASE HEAD`
where FIX_BASE is the head the previous review saw, and dispatch
[re-review-prompt.md](re-review-prompt.md) with the findings list, the
brief, the report file, and the printed diff path. The re-reviewer verdicts
each finding ADDRESSED or NOT ADDRESSED and flags new breakage in the fix
diff only. New Critical/Important breakage in the fix diff joins the open
findings list. Out-of-scope observations go to the ledger as deferred
minors: they never extend the loop.
**After each round,** append to the ledger:
`Task <N>: fix round <R>/5 (<X> addressed, <Y> open; <finding one-liners>; commits <a7>..<b7>)`
Never fix findings yourself in the controller session: your context stays
clean for coordination, and controller fixes skip review.
**The breaker.** When round 5's re-review still leaves findings open, stop
dispatching. Adjudicate each open finding yourself. You hold the plan and
the cross-task context the reviewer lacks:
- **The reviewer is wrong, or the point is contestable:** park it:
`Task <N>: parked | <finding> | ruling: <why the code stands>`. The final
review sees both sides.
- **Real, but nothing downstream builds on it:** park it the same way, with
a ruling that says it's real and deferred.
- **Real and load-bearing**: a later task builds on it, or it reveals a
plan defect: STOP. Append `Task <N>: BLOCKED: <reason>` and report to
your human partner with the finding, the plan text it collides with, and
the fix history. Parking a structural failure lets every dependent task
build on it and hands the final review a problem it cannot fix either.
Adjudicate only at the cap. Adjudicating earlier to end a loop is
pre-judging with a different name. Every adjudication is a ledger entry;
a silent discard is forbidden.
### 5. Complete the task
When the review comes back clean, or every open finding is parked with a
ruling at the cap: append the completion line to the ledger in the same
message as your other bookkeeping:
- `Task <N>: complete (commits <base7>..<head7>, review clean)`
- `Task <N>: complete (commits <base7>..<head7>, <K> parked)` after a
tripped breaker
Then mark the todo complete and move on. Never move to the next task while
the review has open Critical/Important issues that are neither fixed nor
parked-with-ruling at the cap.
## Final Review
The final whole-branch review gets a package too: run
`scripts/review-package PLAN_FILE MERGE_BASE HEAD` (MERGE_BASE = the commit the
branch started from, e.g. `git merge-base main HEAD`) and include the
printed path in the final review dispatch, so the final reviewer reads
one file instead of re-deriving the branch diff with git commands. Dispatch
on the most capable available model (see Model Selection), using the bundled
[code-reviewer.md](code-reviewer.md) template. Point it at
the ledger's deferred-minor and parked lines so it can triage which must be
fixed before merge.
If the final whole-branch review returns findings, dispatch ONE fix subagent
with the complete findings list, not one fixer per finding.
Per-finding fixers each rebuild context and re-run suites; a real
session's final-review fix wave cost more than all its tasks combined.
Then run exactly one scoped re-review of the fix wave
(`scripts/review-package PLAN_FILE FIX_BASE HEAD` over the fix range,
[re-review-prompt.md](re-review-prompt.md)).
Adjudicate any residual findings as in the task loop's breaker: park with
rulings, or stop on load-bearing ones. There is no second fix wave;
residual load-bearing findings surface to your human partner when
you present the finishing options.
## Finish
When the final whole-branch review is clean and its fixes are merged,
delete this plan's workspace (`rm -rf <workspace>`): the git history is
the record now. Sibling directories belong to other plans; leave them
alone.
Finish the branch: verify the full suite is green, present the integration options (merge / PR / keep the branch), and clean up the workspace.
## Common Rationalizations
| Excuse | Reality |
|--------|---------|
| "Close enough on spec compliance" | Reviewer found spec gaps = not done. Fix or hit the cap and adjudicate: those are the only exits. |
| "I'll fix it myself, dispatching is overhead" | Controller fixes pollute your context and skip review. Resume the implementer. |
| "One more round will converge" | Past the cap, rounds don't converge: the failure is structural. Adjudicate and route. |
| "The reviewer will just find something new anyway" | Scoped re-reviews verify fixes; they cannot wander. New findings on untouched code go to the ledger, not the loop. |
| "This finding is obviously wrong, I'll drop it" | You adjudicate only at the cap, and every ruling is a ledger entry. Silent discards are forbidden. |
| "The fix was small, skip the re-review" | Unreviewed fixes are how regressions land. Every round ends with a scoped re-review. |
| "Reviews slow the loop down" | The loop without reviews is just unverified churn. Reviews are the loop's brakes and steering. |
| "Ledger bookkeeping is overhead" | The ledger is what survives compaction. Controllers without one have re-dispatched entire completed task sequences. |
## Example Workflow
```
You: I'm using Subagent-Driven Development to execute this plan.
[Setup: worktree verified]
[Read plan file once: docs/superpowers/plans/feature-plan.md]
[Resolve workspace: scripts/sdd-workspace docs/superpowers/plans/feature-plan.md, no ledger inside, fresh start]
[Create todos for all tasks]
Task 1: Hook installation script
[Run task-brief for Task 1; dispatch implementer with brief + report paths + context]
Implementer: "Before I begin - should the hook be installed at user or system level?"
You: "User level (~/.config/superpowers/hooks/)"
Implementer: [Later]
- Implemented install-hook command
- Added tests, 5/5 passing
- Self-review: Found I missed --force flag, added it
- Committed
[Run review-package PLAN_FILE BASE HEAD; dispatch task reviewer with the printed path]
Task reviewer: Spec ✅ - all requirements met, nothing extra.
Strengths: Good test coverage, clean. Issues: None. Task quality: Approved.
[Ledger: Task 1: complete (commits a1b2c3d..d4e5f6a, review clean)]
Task 2: Recovery modes
[Run task-brief for Task 2; dispatch implementer with brief + report paths + context]
Implementer: [No questions]
- Added verify/repair modes
- 8/8 tests passing
- Committed
[Run review-package PLAN_FILE BASE HEAD; dispatch task reviewer with the printed path]
Task reviewer: Spec ❌:
- Missing: Progress reporting (spec says "report every 100 items")
Issues (Important): Magic number (100)
[Fix round 1: resume the implementer with both findings]
Implementer: Added progress reporting, extracted PROGRESS_INTERVAL constant.
Re-ran test/recovery.test.js: 10/10 passing. Fix report appended.
[Run review-package PLAN_FILE FIX_BASE HEAD; dispatch scoped re-review]
Re-reviewer: Missing progress reporting. ADDRESSED (src/recovery.js:41).
Magic number, ADDRESSED (src/recovery.js:7). New breakage: none.
Verdict: all findings addressed.
[Ledger: Task 2: fix round 1/5 (2 addressed, 0 open; commits d4e5f6a..b7c8d9e)]
[Ledger: Task 2: complete (commits d4e5f6a..b7c8d9e, review clean)]
...
[After all tasks]
[Run review-package PLAN_FILE MERGE_BASE HEAD; dispatch final code-reviewer, most capable model]
Final reviewer: All requirements met. Deferred minors triaged: none block merge.
[Delete this plan's workspace: the record now lives in git]
Done! Finishing the branch: suite green, presenting merge/PR options.
```
---
The companion files referenced above are bundled below. To use this skill as a folder, save each bundled file at its listed path alongside SKILL.md.
---
# Bundled file: implementer-prompt.md
# Implementer Subagent Prompt Template
Use this template when dispatching an implementer subagent.
```
Subagent (general-purpose):
description: "Implement Task N: [task name]"
model: [MODEL, REQUIRED: choose per SKILL.md Model Selection; an omitted
model silently inherits the session's most expensive one]
prompt: |
You are implementing Task N: [task name]
## Task Description
Read your task brief first: [BRIEF_FILE]
It contains the full task text from the plan.
## Context
[Scene-setting: where this fits, dependencies, architectural context]
## Before You Begin
If you have questions about:
- The requirements or acceptance criteria
- The approach or implementation strategy
- Dependencies or assumptions
- Anything unclear in the task description
**Ask them now.** Raise any concerns before starting work.
## Your Job
Once you're clear on requirements:
1. Implement exactly what the task specifies
2. Write tests (following TDD if task says to)
3. Verify implementation works
4. Commit your work
5. Self-review (see below)
6. Report back
Work from: [directory]
**While you work:** If you encounter something unexpected or unclear, **ask questions**.
It's always OK to pause and clarify. Don't guess or make assumptions.
While iterating, run the focused test for what you're changing; run the
full suite once before committing, not after every edit.
## Code Organization
You reason best about code you can hold in context at once, and your edits are more
reliable when files are focused. Keep this in mind:
- Follow the file structure defined in the plan
- Each file should have one clear responsibility with a well-defined interface
- If a file you're creating is growing beyond the plan's intent, stop and report
it as DONE_WITH_CONCERNS: don't split files on your own without plan guidance
- If an existing file you're modifying is already large or tangled, work carefully
and note it as a concern in your report
- In existing codebases, follow established patterns. Improve code you're touching
the way a good developer would, but don't restructure things outside your task.
## When You're in Over Your Head
It is always OK to stop and say "this is too hard for me." Bad work is worse than
no work. You will not be penalized for escalating.
**STOP and escalate when:**
- The task requires architectural decisions with multiple valid approaches
- You need to understand code beyond what was provided and can't find clarity
- You feel uncertain about whether your approach is correct
- The task involves restructuring existing code in ways the plan didn't anticipate
- You've been reading file after file trying to understand the system without progress
**How to escalate:** Report back with status BLOCKED or NEEDS_CONTEXT. Describe
specifically what you're stuck on, what you've tried, and what kind of help you need.
The controller can provide more context, re-dispatch with a more capable model,
or break the task into smaller pieces.
## Before Reporting Back: Self-Review
Review your work with fresh eyes. Ask yourself:
**Completeness:**
- Did I fully implement everything in the spec?
- Did I miss any requirements?
- Are there edge cases I didn't handle?
**Quality:**
- Is this my best work?
- Are names clear and accurate (match what things do, not how they work)?
- Is the code clean and maintainable?
**Discipline:**
- Did I avoid overbuilding (YAGNI)?
- Did I only build what was requested?
- Did I follow existing patterns in the codebase?
**Testing:**
- Do tests actually verify behavior (not just mock behavior)?
- Did I follow TDD if required?
- Are tests comprehensive?
- Is the test output pristine (no stray warnings or noise)?
If you find issues during self-review, fix them now before reporting.
## After Review Findings
If the task review finds issues, you will be resumed with the findings.
Fix them, re-run the tests that cover the amended code, and append a fix
report to your report file: what you changed, the covering tests you
ran, the command, and the output. Reviewers will not re-run tests for
you: your report is the test evidence. Then reply with the same short
status contract as your first report.
## Report Format
Write your full report to [REPORT_FILE]:
- What you implemented (or what you attempted, if blocked)
- What you tested and test results
- **TDD Evidence** (if TDD was required for this task):
- RED: command run, relevant failing output before implementation, and why the failure was expected
- GREEN: command run and relevant passing output after implementation
- Files changed
- Self-review findings (if any)
- Any issues or concerns
Then report back with ONLY (under 15 lines: the detail lives in the
report file):
- **Status:** DONE | DONE_WITH_CONCERNS | BLOCKED | NEEDS_CONTEXT
- Commits created (short SHA + subject)
- One-line test summary (e.g. "14/14 passing, output pristine")
- Your concerns, if any
- The report file path
If BLOCKED or NEEDS_CONTEXT, put the specifics in the final message
itself: the controller acts on it directly.
Use DONE_WITH_CONCERNS if you completed the work but have doubts about correctness.
Use BLOCKED if you cannot complete the task. Use NEEDS_CONTEXT if you need
information that wasn't provided. Never silently produce work you're unsure about.
```
---
# Bundled file: task-reviewer-prompt.md
# Task Reviewer Prompt Template
Use this template when dispatching a task reviewer subagent. The reviewer
reads the task's diff once and returns two verdicts: spec compliance and
code quality.
**Purpose:** Verify one task's implementation matches its requirements (nothing
more, nothing less) and is well-built (clean, tested, maintainable)
```
Subagent (general-purpose):
description: "Review Task N (spec + quality)"
model: [MODEL, REQUIRED: choose per SKILL.md Model Selection; an omitted
model silently inherits the session's most expensive one]
prompt: |
You are reviewing one task's implementation: first whether it matches its
requirements, then whether it is well-built. This is a task-scoped gate,
not a merge review: a broad whole-branch review happens separately after
all tasks are complete.
## What Was Requested
Read the task brief: [BRIEF_FILE]
Global constraints from the spec/design that bind this task:
[GLOBAL_CONSTRAINTS]
## What the Implementer Claims They Built
Read the implementer's report: [REPORT_FILE]
## Diff Under Review
**Base:** [BASE_SHA]
**Head:** [HEAD_SHA]
**Diff file:** [DIFF_FILE]
Read the diff file once. It contains the commit list, a stat summary,
and the full diff with surrounding context, and it is your view of the
change. The diff's context lines ARE the changed files: do not Read a
changed file separately unless a hunk you must judge is cut off
mid-function, and say so in your report. Do not re-run git commands.
If the diff file is missing, fetch the diff yourself:
`git diff --stat [BASE_SHA]..[HEAD_SHA]` and `git diff [BASE_SHA]..[HEAD_SHA]`.
Do not crawl the broader codebase. Inspect code outside the diff only
to evaluate a concrete risk you can name: one focused check per named
risk, and name both the risk and what you checked in your report.
Cross-cutting changes are legitimate named risks: if the diff changes
lock ordering, a function or API contract, or shared mutable state,
checking the call sites is the right method.
Your review is read-only on this checkout. Do not mutate the working
tree, the index, HEAD, or branch state in any way.
## Do Not Trust the Report
Treat the implementer's report as unverified claims about the code. It
may be incomplete, inaccurate, or optimistic. Verify the claims against
the diff. Design rationales in the report are claims too: "left it per
YAGNI," "kept it simple deliberately," or any other justification is the
implementer grading their own work. Judge the code on its merits: a
stated rationale never downgrades a finding's severity.
## Tests
The implementer already ran the tests and reported results with TDD
evidence for exactly this code. Do not re-run the suite to confirm their
report. Run a test only when reading the code raises a specific doubt
that no existing run answers, and then a focused test, never a
package-wide suite, race detector run, or repeated/high-count loop. If
heavy validation seems warranted, recommend it in your report instead of
running it. If you cannot run commands in this environment, name the
test you would run.
Warnings or other noise in the implementer's reported test output are
findings: test output should be pristine.
## Part 1: Spec Compliance
Compare the diff against What Was Requested:
- **Missing:** requirements they skipped, missed, or claimed without
implementing
- **Extra:** features that weren't requested, over-engineering, unneeded
"nice to haves"
- **Misunderstood:** right feature built the wrong way, wrong problem
solved
If a requirement cannot be verified from this diff alone (it lives in
unchanged code or spans tasks), report it as a ⚠️ item instead of
broadening your search.
## Part 2: Code Quality
**Code quality:**
- Clean separation of concerns?
- Proper error handling?
- DRY without premature abstraction?
- Edge cases handled?
**Tests:**
- Do the new and changed tests verify real behavior, not mocks?
- Are the task's edge cases covered?
**Structure:**
- Does each file have one clear responsibility with a well-defined interface?
- Are units decomposed so they can be understood and tested independently?
- Is the implementation following the file structure from the plan?
- Did this change create new files that are already large, or
significantly grow existing files? (Don't flag pre-existing file
sizes: focus on what this change contributed.)
Your report should point at evidence: file:line references for every
finding and for any check you would otherwise answer with a bare
"yes." A tight report that cites lines gives the controller everything
it needs.
Your final message is the report itself: begin directly with the
spec-compliance verdict. Every line is a verdict, a finding with
file:line, or a check you ran, no preamble, no process narration,
no closing summary.
## Calibration
Categorize issues by actual severity. Not everything is Critical.
Important means this task cannot be trusted until it is fixed: incorrect
or fragile behavior, a missed requirement, or maintainability damage you
would block a merge over: verbatim duplication of a logic block,
swallowed errors, tests that assert nothing. "Coverage could be broader"
and polish suggestions are Minor.
If the plan or brief explicitly mandates something this rubric calls a
defect (a test that asserts nothing, verbatim duplication of a logic
block), that IS a finding. Report it as Important, labeled
plan-mandated. The plan's authorship does not grade its own work; the
human decides.
Acknowledge what was done well before listing issues: accurate praise
helps the implementer trust the rest of the feedback.
## Output Format
### Spec Compliance
- ✅ Spec compliant | ❌ Issues found: [what's missing/extra/misunderstood,
with file:line references]
- ⚠️ Cannot verify from diff: [requirements you could not verify from the
diff alone, and what the controller should check. Report alongside the
✅/❌ verdict for everything you could verify]
### Strengths
[What's well done? Be specific.]
### Issues
#### Critical (Must Fix)
#### Important (Should Fix)
#### Minor (Nice to Have)
For each issue: file:line, what's wrong, why it matters, how to fix
(if not obvious).
### Assessment
**Task quality:** [Approved | Needs fixes]
**Reasoning:** [1-2 sentence technical assessment]
```
**Placeholders:**
- `[MODEL]`, REQUIRED: reviewer model per SKILL.md Model Selection
- `[BRIEF_FILE]`. REQUIRED: the task brief file (`scripts/task-brief PLAN N`
prints the path; same file the implementer worked from)
- `[GLOBAL_CONSTRAINTS]`: the binding requirements copied verbatim from
the plan's Global Constraints section or the spec: exact values, formats,
and stated relationships between components (not process rules: those
are already in this template)
- `[REPORT_FILE]`. REQUIRED: the file the implementer wrote its detailed
report to
- `[BASE_SHA]`: commit before this task
- `[HEAD_SHA]`: current commit
- `[DIFF_FILE]`. REQUIRED: the path the controller wrote the review
package to (`scripts/review-package PLAN_FILE BASE HEAD` prints the unique
path it wrote; the package never enters the controller's context)
**Reviewer returns:** Spec Compliance verdict (✅/❌/⚠️), Strengths, Issues
(Critical/Important/Minor), Task quality verdict
---
# Bundled file: re-review-prompt.md
# Scoped Re-Review Prompt Template
Use this template when dispatching a re-review after a fix round. The
re-reviewer verifies the findings were addressed and checks the fix diff for
new breakage. It is not a fresh review: the full review already happened.
**Purpose:** Verify each finding from the previous review was addressed, and
that the fix itself broke nothing.
```
Subagent (general-purpose):
description: "Re-review Task N fix round R"
model: [MODEL, REQUIRED: choose per SKILL.md Model Selection; an omitted
model silently inherits the session's most expensive one]
prompt: |
You are re-reviewing one task's fix round. A previous review produced
findings; an implementer has attempted to fix them. Your job is to
verdict each finding and inspect the fix diff: nothing else.
## The Task
Read the task brief: [BRIEF_FILE]
## The Findings Under Verification
[FINDINGS]
## The Fix
Read the implementer's report (fix reports are appended at the end):
[REPORT_FILE]
**Fix base:** [FIX_BASE_SHA] (the head the previous review saw)
**Head:** [HEAD_SHA]
**Diff file:** [DIFF_FILE]
Read the diff file once. It contains the fix commits, a stat summary,
and the fix diff with surrounding context. Do not re-run git commands.
If the diff file is missing, fetch the diff yourself:
`git diff --stat [FIX_BASE_SHA]..[HEAD_SHA]` and
`git diff [FIX_BASE_SHA]..[HEAD_SHA]`.
Your review is read-only on this checkout. Do not mutate the working
tree, the index, HEAD, or branch state in any way.
## Scope
Your scope is the findings list and the fix diff. Verdict every finding.
Inspect the fix diff for new problems the fix itself introduced. Do NOT
re-review code the fix did not touch: if you notice an issue entirely
outside the fix diff, report it under Out-of-Scope Observations: it
does not block this task and does not extend the loop. A broad
whole-branch review happens after all tasks are complete.
## Tests
The implementer re-ran the tests covering the amended code and appended
the results to the report file. Treat the report as unverified claims:
confirm the fix report names the covering tests and shows their output,
and verify the claims against the diff. Do not re-run the suite to
confirm their report. Run a test only when reading the code raises a
specific doubt that no existing run answers, and then a focused test,
never a package-wide suite.
## Output Format
Your final message is the report itself: begin directly with the first
finding's verdict. Every line is a verdict, a finding with file:line,
or a check you ran, no preamble, no process narration.
### Finding Verdicts
For each finding in The Findings Under Verification, in order:
- **[finding one-liner]**: ADDRESSED | NOT ADDRESSED, with file:line
evidence. "Attempted" is not addressed: the specific defect must no
longer exist.
### New Breakage in the Fix Diff
Anything the fix itself broke or introduced, with severity
(Critical/Important/Minor) and file:line. "None" if clean.
### Out-of-Scope Observations
Issues you noticed entirely outside the fix diff. Non-blocking; the
controller ledgers these for the final review. "None" if none.
### Verdict
**Fix round:** [All findings addressed, no new Critical/Important
breakage | Findings remain open]. List the open ones.
```
**Placeholders:**
- `[MODEL]`, REQUIRED: reviewer model per SKILL.md Model Selection; scoped
re-reviews of small fix diffs take a cheap-to-mid tier
- `[BRIEF_FILE]`: the task brief file (same file the implementer worked from)
- `[FINDINGS]`: the Critical/Important findings and spec gaps from the
previous review, copied verbatim, one per bullet
- `[REPORT_FILE]`: the implementer's report file (fix reports appended)
- `[FIX_BASE_SHA]`: the head the previous review saw
- `[HEAD_SHA]`: current commit
- `[DIFF_FILE]`: the path `scripts/review-package PLAN_FILE FIX_BASE HEAD` printed
**Re-reviewer returns:** per-finding verdicts (ADDRESSED / NOT ADDRESSED),
new breakage in the fix diff, out-of-scope observations, and a round verdict.
---
# Bundled file: code-reviewer.md
# Code Reviewer Prompt Template
Use this template when dispatching a code reviewer subagent.
**Purpose:** Review completed work against requirements and code quality standards before it cascades into more work.
```
Subagent (general-purpose):
description: "Review code changes"
prompt: |
You are a Senior Code Reviewer with expertise in software architecture,
design patterns, and best practices. Your job is to review completed work
against its plan or requirements and identify issues before they cascade.
## What Was Implemented
[DESCRIPTION]
## Requirements / Plan
[PLAN_OR_REQUIREMENTS]
## Git Range to Review
**Base:** [BASE_SHA]
**Head:** [HEAD_SHA]
```bash
git diff --stat [BASE_SHA]..[HEAD_SHA]
git diff [BASE_SHA]..[HEAD_SHA]
```
## Read-Only Review
Your review is read-only on this checkout. Do not mutate the working tree, the index, HEAD, or branch state in any way. Use tools like `git show`, `git diff`, and `git log` to inspect history. If you need a working copy of a different revision, check it out into a separate temporary directory (e.g. `git worktree add /tmp/review-[SHA] [SHA]`), never move HEAD on this checkout.
## What to Check
**Plan alignment:**
- Does the implementation match the plan / requirements?
- Are deviations justified improvements, or problematic departures?
- Is all planned functionality present?
**Code quality:**
- Clean separation of concerns?
- Proper error handling?
- Type safety where applicable?
- DRY without premature abstraction?
- Edge cases handled?
**Architecture:**
- Sound design decisions?
- Reasonable scalability and performance?
- Security concerns?
- Integrates cleanly with surrounding code?
**Testing:**
- Tests verify real behavior, not mocks?
- Edge cases covered?
- Integration tests where they matter?
- All tests passing?
**Production readiness:**
- Migration strategy if schema changed?
- Backward compatibility considered?
- Documentation complete?
- No obvious bugs?
## Calibration
Categorize issues by actual severity. Not everything is Critical.
Acknowledge what was done well before listing issues: accurate praise
helps the implementer trust the rest of the feedback.
If you find significant deviations from the plan, flag them specifically
so the implementer can confirm whether the deviation was intentional.
If you find issues with the plan itself rather than the implementation,
say so.
## Output Format
### Strengths
[What's well done? Be specific.]
### Issues
#### Critical (Must Fix)
[Bugs, security issues, data loss risks, broken functionality]
#### Important (Should Fix)
[Architecture problems, missing features, poor error handling, test gaps]
#### Minor (Nice to Have)
[Code style, optimization opportunities, documentation polish]
For each issue:
- File:line reference
- What's wrong
- Why it matters
- How to fix (if not obvious)
### Recommendations
[Improvements for code quality, architecture, or process]
### Assessment
**Ready to merge?** [Yes | No | With fixes]
**Reasoning:** [1-2 sentence technical assessment]
## Critical Rules
**DO:**
- Categorize by actual severity
- Be specific (file:line, not vague)
- Explain WHY each issue matters
- Acknowledge strengths
- Give a clear verdict
**DON'T:**
- Say "looks good" without checking
- Mark nitpicks as Critical
- Give feedback on code you didn't actually read
- Be vague ("improve error handling")
- Avoid giving a clear verdict
```
**Placeholders:**
- `[DESCRIPTION]`: brief summary of what was built
- `[PLAN_OR_REQUIREMENTS]`: what it should do (plan file path, task text, or requirements)
- `[BASE_SHA]`: starting commit
- `[HEAD_SHA]`: ending commit
**Reviewer returns:** Strengths, Issues (Critical / Important / Minor), Recommendations, Assessment
## Example Output
```
### Strengths
- Clean database schema with proper migrations (db.ts:15-42)
- Comprehensive test coverage (18 tests, all edge cases)
- Good error handling with fallbacks (summarizer.ts:85-92)
### Issues
#### Important
1. **Missing help text in CLI wrapper**
- File: index-conversations:1-31
- Issue: No --help flag, users won't discover --concurrency
- Fix: Add --help case with usage examples
2. **Date validation missing**
- File: search.ts:25-27
- Issue: Invalid dates silently return no results
- Fix: Validate ISO format, throw error with example
#### Minor
1. **Progress indicators**
- File: indexer.ts:130
- Issue: No "X of Y" counter for long operations
- Impact: Users don't know how long to wait
### Recommendations
- Add progress reporting for user experience
- Consider config file for excluded projects (portability)
### Assessment
**Ready to merge: With fixes**
**Reasoning:** Core implementation is solid with good architecture and tests. Important issues (help text, date validation) are easily fixed and don't affect core functionality.
```
---
# Bundled file: scripts/sdd-workspace
```bash
#!/usr/bin/env bash
# Resolve and ensure the working-tree directory SDD uses for one plan's
# short-lived artifacts: task briefs, implementer reports, review packages,
# and the progress ledger. Print the plan directory's absolute path.
#
# One directory per plan (.superpowers/sdd/<plan-basename>/) so a follow-up
# plan in the same working tree can never read or overwrite another plan's
# artifacts. A stale ledger misread as current progress makes controllers
# skip whole task sequences: plan-scoping removes that failure structurally.
#
# The workspace lives in the working tree (not under .git/) because Claude Code
# treats .git/ as a protected path and denies agent writes there: which blocks
# an implementer subagent from writing its report file. A self-ignoring
# .gitignore at .superpowers/sdd/ keeps every plan's workspace out of
# `git status` and out of accidental commits without modifying any tracked file.
#
# Single source of truth for the workspace location, so task-brief and
# review-package cannot drift to different directories.
#
# Usage: sdd-workspace PLAN_FILE
set -euo pipefail
if [ $# -ne 1 ]; then
echo "usage: sdd-workspace PLAN_FILE" >&2
exit 2
fi
plan=$1
[ -f "$plan" ] || { echo "no such plan file: $plan" >&2; exit 2; }
slug=$(basename "$plan" .md)
[ -n "$slug" ] && [ "$slug" != "." ] && [ "$slug" != ".." ] \
|| { echo "cannot derive a workspace name from: $plan" >&2; exit 2; }
root=$(git rev-parse --show-toplevel)
base="$root/.superpowers/sdd"
dir="$base/$slug"
mkdir -p "$dir"
printf '*\n' > "$base/.gitignore"
cd "$dir" && pwd
```
---
# Bundled file: scripts/task-brief
```bash
#!/usr/bin/env bash
# Extract one task's full text from an implementation plan into a file the
# implementer reads in one call, so the task text never has to be pasted
# through the controller's context.
#
# Usage: task-brief PLAN_FILE TASK_NUMBER [OUTFILE]
# Default OUTFILE: <repo-root>/.superpowers/sdd/<plan-basename>/task-<N>-brief.md
# (per plan and per worktree; concurrent runs of the SAME plan in the same
# working tree share it).
set -euo pipefail
if [ $# -lt 2 ] || [ $# -gt 3 ]; then
echo "usage: task-brief PLAN_FILE TASK_NUMBER [OUTFILE]" >&2
exit 2
fi
plan=$1
n=$2
[ -f "$plan" ] || { echo "no such plan file: $plan" >&2; exit 2; }
if [ $# -eq 3 ]; then
out=$3
else
dir=$("$(cd "$(dirname "$0")" && pwd)/sdd-workspace" "$plan")
out="$dir/task-${n}-brief.md"
fi
awk -v n="$n" '
/^```/ { infence = !infence }
!infence && /^#+[ \t]+Task[ \t]+[0-9]+/ {
intask = ($0 ~ ("^#+[ \t]+Task[ \t]+" n "([^0-9]|$)"))
}
intask { print }
' "$plan" > "$out"
if [ ! -s "$out" ]; then
echo "task ${n} not found in ${plan} (no heading matching 'Task ${n}')" >&2
exit 3
fi
echo "wrote ${out}: $(wc -l < "$out" | tr -d ' ') lines"
```
---
# Bundled file: scripts/review-package
```bash
#!/usr/bin/env bash
# Generate a review package: commit list, stat summary, and the net
# diff with extended context, written to a file the reviewer reads in one
# call. Using the recorded per-task BASE (not HEAD~1) keeps multi-commit
# tasks intact.
#
# Usage: review-package PLAN_FILE BASE HEAD [OUTFILE]
# Default OUTFILE: <repo-root>/.superpowers/sdd/<plan-basename>/review-<base7>..<head7>.diff
# (named per range, so a re-review after fixes gets a distinct fresh file).
set -euo pipefail
if [ $# -lt 3 ] || [ $# -gt 4 ]; then
echo "usage: review-package PLAN_FILE BASE HEAD [OUTFILE]" >&2
exit 2
fi
plan=$1
base=$2
head=$3
[ -f "$plan" ] || { echo "no such plan file: $plan" >&2; exit 2; }
git rev-parse --verify --quiet "$base" >/dev/null || { echo "bad BASE: $base" >&2; exit 2; }
git rev-parse --verify --quiet "$head" >/dev/null || { echo "bad HEAD: $head" >&2; exit 2; }
if [ $# -eq 4 ]; then
out=$4
else
dir=$("$(cd "$(dirname "$0")" && pwd)/sdd-workspace" "$plan")
out="$dir/review-$(git rev-parse --short "$base")..$(git rev-parse --short "$head").diff"
fi
{
echo "# Review package: ${base}..${head}"
echo
echo "## Commits"
git log --oneline "${base}..${head}"
echo
echo "## Files changed"
git diff --stat "${base}..${head}"
echo
echo "## Diff"
git diff -U10 "${base}..${head}"
} > "$out"
commits=$(git rev-list --count "${base}..${head}")
echo "wrote ${out}: ${commits} commit(s), $(wc -c < "$out" | tr -d ' ') bytes"
```How to use
The centerpiece of Superpowers' autonomous mode. This is the skill that lets an agent work for hours without drifting. Fresh subagent per task means no context pollution between tasks, and the two-tier review (spec + quality per task, then whole-branch) is the drift protection. The continuous-execution rule ('should I continue?' prompts waste your time) is a deliberate stance; soften it if you want checkpoints. Save as .claude/skills/subagent-driven-development/SKILL.md, or install the full MIT-licensed Superpowers plugin (github.com/obra/superpowers) with '/plugin install superpowers@claude-plugins-official'.
More skill prompts
--- name: writing-documentation description: Write or update documentation from the code. Use when the user asks for a README, API reference, guide, docstrings, or says the docs are out of date. --- # Writing Documentation Documentation is a claim about behavior. Every claim must be checked against the code before it ships, because a wrSKILL.md
Documentation Skill
A skill that documents what the code does rather than what it should do: read first, examples from tests, unverifiable claims marked.
--- name: security-review description: Review code for security defects. Use before merging changes that touch authentication, authorization, user input, file handling, secrets, or external requests, or when the user asks for a security review. --- # Security Review Find defects an attacker could actually use. A finding without an attacSKILL.md
Security Review Skill
A skill that reviews changes for exploitable defects, follows untrusted input to where it lands, and reports only findings with an attack path.
--- name: accessibility-review description: Audit UI code for accessibility defects against WCAG. Use when building or changing components, forms, modals, or navigation, or when the user asks about accessibility, a11y, screen readers, or keyboard support. --- # Accessibility Review Judge the interface by whether a person can complete thSKILL.md
Accessibility Skill
A skill that audits UI against WCAG by keyboard, semantics, and state, reporting who is blocked rather than listing rule numbers.