implement
Skill20 starsChanged 43 days agoMITView on GitHub
Implement a piece of work based on a spec or ticket with the flow: Plan -> Execute -> Review -> Verify -> Completion
191 other projects use a version of this, 44 of them edited.
Adopted by
Most recently taken up by
- revisit-studies/studytheir own version, first seen Nov 9, 2026
- dz114879/skillstheir own version, first seen Nov 8, 2026
- Dimon94/dveritytheir own version, first seen Nov 8, 2026
- Dimon94/skillstheir own version, first seen Nov 8, 2026
- The-Vibe-Company/quivredited, first seen Nov 8, 2026
- miklschmidt/archboardedited, first seen Nov 8, 2026
Used with
Projects with it also use setup-ts-deep-modules, ask-matt and 10 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.
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ryotaroh180105Skillclaude-handoff
Hand the current conversation off to a fresh background agent that picks up the work immediately.
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GoogleSkillto-spec
Turn the current conversation into a spec and publish it to the project issue tracker — no interview, just synthesis of what you've already discussed.
Also in 168 projects that use this
- +3 more from google
Other versions191 projects use a version of this.
Word for word · 0
None found.
Edited · 44
- QuivrHQ/quivr★ 40k13% same
- The-Vibe-Company/quivr★ 40k13% same
- bestofjs/bestofjs★ 3.1k13% same
- moeru-ai/xsai★ 66713% same
- aws/graph-explorer★ 49013% same
- bighadj22/codflow★ 36013% same
- huggingface/paperswithcode★ 31513% same
- ninehills/skills★ 28010% same
- loulanyue/skills★ 23113% same
- 302ai/302-AI-Studio★ 13313% same
34 more not listed
Wrote their own version · 147
- mattpocock/skills★ 309ksame name
- foambubble/foam★ 17ksame name
- formbricks/formbricks★ 13ksame name
- ArcReel/ArcReel★ 6.3ksame name
- vinvcn/mattpocock-skills-zh-CN★ 5.5ksame name
- fallow-rs/fallow★ 5.3ksame name
- withcoral/coral★ 4.9ksame name
- meta-pytorch/OpenEnv★ 2.8ksame name
- huggingface/OpenEnv★ 2.8ksame name
- oxsecurity/megalinter★ 2.6ksame name
137 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 repository26 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- breakdownSkill
- bug-investigationSkill
- code-review-adversarialSkill
- code-review-multiSkill
- code-review-with-followupSkill
- document-changesSkill
- grillingSkill
- type-test-codeSkill
- explain-changesSkill
- github-actions-ciSkill
- github-appSkill
- github-ticketsSkill
- implementation-planSkill
- implement-simpleSkill
- implement-ttcSkill
- orchestrationSkill
- pull-requestSkill
- review-and-wrap-upSkill
- verusSkill
- specSkill
- ticketsSkill
- update-working-copySkill
- verifySkill
- wrap-upSkill
The file
Show its rules and text
We split this skill into the rules it gives an agent
18 rules. 0 are common, 8 are distinctive, and 10 are very specific to this project.
0
Common
Most of the 171 edited versions we read keep these.
8
Distinctive
This author's own choices. Worth a look.
10
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 22
Use the /orchestration skill to manage subagents.
- Very specific: line 41
If the user input contains a ticket, fetch that ticket information and record it in the brief.
- Very specific: line 46
Use a plan-reviewer subagent if available, otherwise use a reviewer.
- Very specific: line 51
Delete that specification portion from implementation.md.
- Very specific: line 58
If the coder stops due to a plan issue, have the planner sub-agent review the plan issue and revise the plan accordingly.
- Distinctive: line 72
Follow the plan's step-by-step sequence.
- Very specific: line 74
Use /verify to verify code as it is written, documenting verifications in verifications.md.
- Distinctive: line 75
Read repo documentation (INSERT SPECIFIC DOCS) for conventions before editing code.
- Very specific: line 96
Use /code-review-multi with these files:
- Very specific: line 106
Update implementation-result.md according to changes made from the code review.
- Very specific: line 119
If there are issues with the report, have the verifier address them.
- Very specific: line 123
Use /verify and verifications.md to determine what verification tests still need to be performed.
- Distinctive: line 125
Ensure that the changes work as expected in an e2e end user setting.
- Distinctive: line 126
Don't make any changes to data that cannot be undone.
- Distinctive: line 127
If possible work against a backup of data or seed data.
- Distinctive: line 129
Consider whether any manual verification steps can and should be added as automated tests.
- Distinctive: line 130
Write these additional tests.
- Very specific: line 136
Use /wrap-up to get the work merged.
“Common” is measured: kept by at least 6 in 10 of the 171 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
This skill uses other skills. If a skill is missing, stop and ask the user to install it.
Before beginning, /update-working-copy
Any modifications to the workflow must be approved by the user.
Agent Delegation
Use the /orchestration skill to manage subagents.
Facts have references
Statements of fact must have references. This can be a reference to:
- a file in the repo (with line numbers)
- a planning document in this flow (with a reference number or at least section indicator)
- a Github issue
- a command run, the state of the environment, and the result
Flow
Phase 1 - A good plan
Delegate planning to a planner sub-agent using /implementation-plan.
An implementation plan needs a spec, that will be task-brief.md with contents:
- For a single user input that is a spec, write the user request verbatim, stripped of any workflow/orchestration modification instructions for you. Do not act on the user request (unless it has workflow/orchestration instructions) yourself.
- Otherwise, provide a summary of implementation needs based on the conversation.
If the user input contains a ticket, fetch that ticket information and record it in the brief.
The
planneroutput should be persisted asimplementation-plan.md.
Have an independent subagent perform an adversarial review of the plan.
The exception is if the plan review notes state that this is a trivial change.
Use a plan-reviewer subagent if available, otherwise use a reviewer.
Phase 2 - Plan execution
Separate out the specification section from the implementation-plan.md as spec.md.
Delete that specification portion from implementation.md.
spec.md contents are immutable. If the operator changes a requirement, append that supersedance to spec.md.
Delegate to a fresh coder (falling back to implementer) sub-agent, with only
spec.mdimplementation-plan.md
If the coder stops due to a plan issue, have the planner sub-agent review the plan issue and revise the plan accordingly.
Then restart Phase 2 - Plan execution with the revised implementation plan. The first step will be to make any needed updates to existing changes to satisfy the newly revised plan.
coder sub-agent prompt
Implement an already-approved implementation plan. Do NOT redesign the plan.
Inputs (read both fully, in order)
spec.mdimplementation-plan.mdThese are self-contained. The plan restates all needed issue detail.
How to work
- Follow the plan's step-by-step sequence.
- Stay strictly within this ticket's scope. For out of scope bugs or enhancements, suggest creating a ticket.
- Use
/verifyto verify code as it is written, documenting verifications inverifications.md. - Read repo documentation (INSERT SPECIFIC DOCS) for conventions before editing code.
- On completion, perform a
/code-reviewof your own code changes without any sub-agents. Your inputs are the spec and your working changes are the fixed point. - As you work, append to
implementation-diary.mda log of what happened during implementation
STOP immediately and report if:
- Verification fails repeatedly
- The plan
- has a critical gap
- an instruction you don't understand
Output
Persist a final report as implementation-result.md and make implementation-diary.md available.
Separately, extract all verification (from the plan and anything you performed or recommend) into verifications.md.
Provide evidence for all the verifications have been performed along with their results.
Phase 3 - Review
Use /code-review-multi with these files:
spec.mdimplementation-plan.mdimplementation-result.mdverifications.mdimplementation-diary.md
During the review, look for additional verifications that will be added to verifications.md.
Probe the code by executing it (running verifications or otherwise) and note the result.
Update implementation-result.md according to changes made from the code review.
Phase 3 - Verification
Delegate to a verifier (falling back to implementer) sub-agent to perform required verifications. They should have access to
spec.mdimplementation-plan.mdimplementation-result.mdverifications.md
Skeptically review the report produced by the verifier.
For verifications that are blocked, investigate those claims yourself.
For verifications that were ran, review claims of the strength of verifications.
If there are issues with the report, have the verifier address them.
verifier sub-agent
Use /verify and verifications.md to determine what verification tests still need to be performed.
Ensure that the changes work as expected in an e2e end user setting. Don't make any changes to data that cannot be undone. If possible work against a backup of data or seed data.
Consider whether any manual verification steps can and should be added as automated tests. Write these additional tests.
For the report, update verifications.md.
Phase 4 - Completion
Use /wrap-up to get the work merged.
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