incremental-implementation
Skill1 starsChanged 2 months agoMITView on GitHub
Build one assigned slice as thin, individually-tested increments — lessons first, skeleton first (stub, mock, wire, fill), test-first — the moment a planned slice's code is about to be written. Not for cutting slices (plan-breakdown), unattended plan runs (orchestrator), or grading what was built (quality-verification).
77 other projects use a version of this.
Adopted by
Most recently taken up by
- thistleknot/skillstheir own version, first seen Nov 8, 2026
- ishandutta2007/Awesome-Agent-Skillstheir own version, first seen Nov 8, 2026
- MMACABRE/SKILLStheir own version, first seen Nov 8, 2026
- anotherben/claude-harnesstheir own version, first seen Nov 8, 2026
- steven123397/nexuskit-skillstheir own version, first seen Nov 1, 2026
- AgnesAI-Labs/agnet-skills-cntheir own version, first seen Nov 1, 2026
Used with
Projects with it also use constraint-driven-development, review-diff and 4 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.
MrCipherSmithSkillconstraint-driven-development
Use when a project needs a persistent, measurable quality bar — starting a project without documented standards, 'set up constraints', or when coverage/perf/a11y thresholds get re-debated per-PR. Produces CONSTRAINTS.md with enforceable numbers, ratchets, and a guard against silent weakening. NOT for throwaway prototypes or a one-off CI setup.
Also in 14 projects that use this
thunderkdsSkillreview-diff
Generate a Markdown review file with C4 architecture diagrams and code walkthrough for the current git changes
Also in 3 projects that use this
AnasX7Skillminimalist-ui
Clean editorial-style interfaces. Warm monochrome palette, typographic contrast, flat bento grids, muted pastels. No gradients, no heavy shadows.
Also in 3 projects that use this
delphi-aiSkillanimate
Animation patterns and best practices for Next.js/React applications. Use this skill when implementing animations, transitions, hover effects, page transitions, modals, or any motion in React components. Based on Emil Kowalski's "Animations on the Web" course.
Also in 3 projects that use this
VercelSkillweb-design-guidelines
Review UI code for Web Interface Guidelines compliance. Use when asked to "review my UI", "check accessibility", "audit design", "review UX", or "check my site against best practices".
Also in 6 projects that use this
OpenAISkillverification-before-completion
Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions always
Also in 5 projects that use this
Other versions77 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 77
- addyosmani/agent-skills★ 114ksame name
- ollaya-dev/ollaya★ 1.4ksame name
- shashankswe2020-ux/whoop-mcp★ 174same name
- vinvcn/addyosmani-agent-skills-zh★ 46same name
- jmxt3/gitscape.ai★ 33same name
- sampleXbro/agentsmesh★ 27same name
- jaskirat1616/grok-skills★ 22same name
- ishandutta2007/Awesome-Agent-Skills★ 21same name
- huytd/skills★ 19same name
- robisson/build-like-amazon-agent-skills★ 16same name
67 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 repository41 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- acceptance-criteriaSkill
- aim-higherSkill
- api-designSkill
- architecture-designSkill
- browser-testing-with-devtoolsSkill
- ci-cdSkill
- codebase-designSkill
- codebase-researchSkill
- code-reviewSkill
- code-simplificationSkill
- comprehension-quizSkill
- debugging-and-error-recoverySkill
- deprecation-and-migrationSkill
- documentation-and-adrsSkill
- doubt-driven-developmentSkill
- environment-manifestSkill
- gauntlet-loopSkill
- git-workflowSkill
- handoffSkill
- idea-refineSkill
- interview-meSkill
- literate-explainerSkill
- observability-and-instrumentationSkill
- orchestratorSkill
- performance-optimizationSkill
- plan-breakdownSkill
- preflight-readinessSkill
- project-setupSkill
- pull-requestSkill
- quality-verificationSkill
- security-and-hardeningSkill
- shipping-and-launchSkill
- source-driven-developmentSkill
- spec-grillingSkill
- spec-reviewSkill
- test-driven-developmentSkill
- to-prdSkill
- using-agent-skillsSkill
- worktreeSkill
The file
We split this skill into the rules it gives an agent
3 rules. 0 are common, 0 are distinctive, and 3 are very specific to this project.
0
Common
Most of the 72 edited versions we read keep these.
0
Distinctive
This author's own choices. Worth a look.
3
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 21
Not cutting slices: plan-breakdown owns the plan.
- Very specific: line 22
Not running a plan unattended: orchestrator hands over one slice at a time.
- Very specific: line 23
Not grading the result: quality-verification does that cold, against acceptance.md.
“Common” is measured: kept by at least 6 in 10 of the 72 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
Incremental Implementation
Purpose
Stage: Implement. Principles 1, 6, 7.
Builds one assigned slice as thin vertical increments, each tested and committed atomically before the next, and reports the commands it ran with their real output. A feature landed in one pass leaves nothing runnable to debug from until the last line.
When to use / when to skip
- One slice is assigned and its first line of code is about to be written.
- The pull arrives to write past ~100 lines untested, land a feature in one pass, or tidy a file the slice does not name.
- A hand call in an unscaffolded repository — derive what is missing and build anyway.
- Not cutting slices:
plan-breakdownowns the plan; this pass re-opens none of it. - Not running a plan unattended:
orchestratorhands over one slice at a time. - Not grading the result:
quality-verificationdoes that cold, againstacceptance.md.
Inputs
docs/features/<slug>/plan.mdandplan/<slice-id>.md— helps: the slice row, its blockers and owned surface, this slice's steps and checkpoint · without it: cut increments fromprd.mdand the codedocs/features/<slug>/acceptance.md— helps: the scenario ids this slice turns green · without it: read them offprd.mdand the promptdocs/features/<slug>/prd.mdand the design reference it points at — helps: product intent, a UI slice's named states · without it: build behaviour alone, design gatenot-reachabledocs/lessons.md— helps: defects near this area, each naming its guard · without it: carry on, creating no record- the worktree handed at dispatch — helps: isolation, so two slices share no file · without it: a hand call — work in the repository, writing no board row and no worktree of your own (
worktreeowns that)
Derive what is absent and mark it derived; with a person there, ask at most three questions, only where the gap changes the slice's shape.
The Increment Cycle
Steps 1 and 7–9 run once per slice; 2–6 are the increment loop.
- Read
docs/lessons.mdbefore the first stub for entries near this area; on a UI slice, open the design reference with its named states; on a retry, read what the last attempt ran and got back offqa.md, and off the pull request body once one is open. Read after and it buys a rewrite instead of a choice. - Implement the smallest complete piece — take the slicing strategy below (skeleton first unless a shared interface or an uncertain boundary makes contract- or risk-first the opening increment); the failing test first, watched fail (
test-driven-development), then the code that greens it; ground a framework or library choice in fetched official docs (source-driven-development). Stop at ~100 lines untested. - Test — suite, build, type check and lint after a change that could move one, skipping a command whose code has not changed since it passed.
- Verify against a checkpoint that is an observable fact — "the failed save shows the inline error", never "it compiles".
- Commit in the shape
git-workflowstates, then carry forward rather than restart — back to step 2 until the slice's checkpoint is green. - Root-cause a break rather than patch the symptom (
debugging-and-error-recovery) — no--no-verify, no skipped check, no loosened assertion. A test the plan has moved past may change: its before, after and reason go to the code-cold review. A checkpoint still red after root-causing climbs the repair ladder (safety-rails.md), bounded byorchestrator's three implement→verify→review cycles; a spent ladder is a stop-list item, reported with the rung that failed. - Decide the small things and leave a trace — a default, its reason, the build, one
docs/session-log.mdentry, a Decided-for-you row for the pull request. Only the stop list (safety-rails.md) ends a slice. - Carry out any lesson this slice owes — the
docs/lessons.mdentrydebugging-and-error-recoveryauthors for a root-caused defect: carry it out unopened, named as still owed, since an append inside the worktree reaches no reader. - Hand over on a green checkpoint —
impl → verify, gateagent, written by the run (state-schema.md); on a hand call, return the transition for the caller.
Slicing Strategies
- Skeleton first — stub every layer so the whole path runs, mock at the real boundaries, wire one boundary at a time, then fill the edge cases and error paths.
- Contract first — where two sides advance together, pin the interface as its own increment.
- Risk first — prove the uncertain boundary before anything rests on it.
Implementation Rules
- The simplest thing that could work — three similar lines beat an abstraction no third caller asked for. Re-read the result: fewer lines, abstractions that earn their complexity, no "why didn't you just", nothing built for a requirement nobody has yet.
- Scope discipline — touch the slice's
Files (owned)and nothing beside it; the diff stays inside itsRegression surface, and widening either is a Decided-for-you row, not a quiet edit. An adjacent improvement leaves as a note; a subagent handed an increment gets that boundary out loud. - One logical thing per increment — a commit doing three things hides all three.
- Green between increments — the project builds and the existing tests pass at every checkpoint.
- Revertable alone — conservative defaults, an unfinished feature behind an off-by-default flag, a delete and its replacement in two commits.
- ~400 lines is the ceiling — past it the slice was mis-sliced: shrink it, a rung of the ladder, rather than stretch it.
Rationalizations
| Rationalization | Reality |
| "I'll test it all at the end" | A defect in increment one makes the next four wrong, and 500 changed lines hide which. |
| "This refactor is small enough to include" | A mixed diff resists review and bisect, and the file may belong to another slice. |
| "The assertion is too strict, I'll relax it" | It then proves nothing it used to; a test the plan moved past changes visibly, in the diff. |
| "Nobody is around, so this call has to wait" | A default with a stated reason, logged and shown as a Decided-for-you row, is the call. |
| "The lesson is written and the fix committed" | Nothing reads a worktree for lessons; unnamed on the way out, the entry is gone. |
Red flags
- More than ~100 lines written with no test run behind them.
- A skeleton written without
docs/lessons.mdopen, or UI built against a design reference nobody opened. - One commit that adds a feature, refactors a neighbour and moves the config.
- A file in the diff the slice's plan file does not name.
- A green suite bought with a loosened assertion, a skipped check, or
--no-verify. - A
docs/lessons.mdentry appended inside the worktree, or carried out unnamed.
Verification
- Every increment is committed with the test that proves it, each test seen red first.
- The suite is green, build and type check clean, nothing left uncommitted.
- The checkpoint was exercised and reported as the fact it names.
- The diff sits inside the slice's
Files (owned)andRegression surface, or a widening is a Decided-for-you row. - Every derived input is marked
derivedwhere it was written or handed back. - Commands are reported with their real output; one not run is named with its reason.
- The finished slice clears
definition-of-done.md.
Outputs & handoff
- Code and tests on the slice's branch — atomic, individually-tested commits, one logical change each. This is the diff
quality-verificationgrades cold. docs/session-log.md— one entry per decided-for-you call, at most 60 words, shaped asstate-schema.mdstates.STATE.md— this slice'sStateandGatecells, inside a run only; a hand call writes no row.- Returned in conversation — the commands and their real output for the pull request's Evidence, the Decided-for-you rows, any changed test's before and after, the design gate's
not-reachablereason, and anydocs/lessons.mdentry still owed.
Report each write's measured size against its cap; an over-cap draft is reported at that size, not handed on as if it fit.
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