skill-writing
Skill8 starsChanged 14 days agoMITView on GitHub
Use when creating or normalising reusable proposal skills, trigger routes, contracts, references, or authoring automation under the canonical chwezi-dev-engine skill-writing standard; use skill-safety-audit instead for a read-only security review.
7 other projects use a version of this.
Adopted by
Most recently taken up by
- tomjanus/water-skillstheir own version, first seen Nov 8, 2026
- patrykmurzyn/skillstheir own version, first seen Nov 8, 2026
- rust-works/succinctlytheir own version, first seen Oct 9, 2026
- millionco/expecttheir own version, first seen Oct 8, 2026
- brianshepardpss/plugin-creator-plugintheir own version, first seen Oct 2, 2026
- jjanczur/tyrantheir own version, first seen Jul 27, 2026
Other versions7 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 7
- millionco/expect★ 3.6ksame name
- jjanczur/tyran★ 81same name
- rust-works/succinctly★ 52same name
- WalletConnect/skills★ 14same name
- brianshepardpss/plugin-creator-plugin★ 0same name
- patrykmurzyn/skills★ 0same name
- tomjanus/water-skills★ 0same name
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 repository101 other files it gives its agents.
- AGENTS.mdAGENTS.md
- skills/profiles-sectors/sectors/AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- ai-agent-commercial-packagingSkill
- ai-agent-contract-language-packSkill
- ai-agent-intervention-credit-and-abort-refundSkill
- ai-agent-msa-and-sla-addendum-templatesSkill
- ai-agent-procurement-objections-on-commercialsSkill
- ai-agent-renewal-and-true-upSkill
- ai-agent-sla-and-credit-scheduleSkill
- ai-agent-success-fee-and-outcome-pricingSkill
- ai-agent-business-case-and-roiSkill
- ai-agent-change-management-and-adoptionSkill
- ai-agent-compliance-credentialsSkill
- ai-agent-discovery-and-qualificationSkill
- ai-agent-methodologySkill
- ai-agent-poc-and-pilot-scopingSkill
- ai-agent-pricing-and-packaging-proposalSkill
- ai-agent-procurement-and-questionnaireSkill
- ai-agent-risk-and-responsible-aiSkill
- ai-agent-team-compositionSkill
- ai-agent-vertical-positioningSkill
- ai-on-saas-business-case-and-roiSkill
- ai-on-saas-change-management-and-adoptionSkill
- ai-on-saas-combined-methodologySkill
- ai-on-saas-compliance-credentialsSkill
- ai-on-saas-discovery-and-qualificationSkill
- ai-on-saas-poc-and-pilot-scopingSkill
- ai-on-saas-pricing-and-packaging-proposalSkill
- ai-on-saas-procurement-and-questionnaireSkill
- ai-on-saas-risk-and-responsible-aiSkill
- ai-on-saas-team-compositionSkill
- ai-on-saas-vertical-positioningSkill
- accounting-finance-advisorySkill
- business-analysis-toolsSkill
- capacity-buildingSkill
- change-managementSkill
- consulting-frameworksSkill
- data-managementSkill
- eac-ecommerce-bds-programme-designSkill
- environmental-and-social-safeguardsSkill
- gender-and-social-inclusionSkill
- giz-eu-local-procurement-responseSkill
- monitoring-and-evaluationSkill
- project-managementSkill
- retail-transformation-proposalSkill
- risk-managementSkill
- stakeholder-engagementSkill
- sustainability-planningSkill
- east-african-englishSkill
- language-standardsSkill
- ai-slop-auditSkill
- anti-ai-slopSkill
- bid-red-team-dual-reviewSkill
- kaizen-improvement-systemSkill
- operational-readiness-and-localisationSkill
- skill-safety-auditSkill
- submission-proof-and-receipt-disciplineSkill
- update-claude-documentationSkill
- 01-cover-letterSkill
- The first 60 shown.
The file
We split this skill into the rules it gives an agent
12 rules. 0 are common, 7 are distinctive, and 5 are very specific to this project.
0
Common
Most of the 7 edited versions we read keep these.
7
Distinctive
This author's own choices. Worth a look.
5
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 18
Use skill-safety-audit for a read-only inspection of unsafe instructions or bundled resources.
- Distinctive: line 25
Read the canonical standard, then this engine's delta.
- Distinctive: line 26
Write the input, output, evidence, capability, degraded-mode and decision contracts before the procedure.
- Very specific: line 27
Run python -X utf8 scripts/validate_skills.py, python -X utf8 scripts/routing_smoke_test.py, python -X utf8 …
- Distinctive: line 28
Stop on any finding or routing collision.
- Distinctive: line 42
Every new or changed skill gets positive, negative and collision routing fixtures.
- Distinctive: line 44
No book extractions or copied third-party text.
- Very specific: line 47
Follow the proposal authoring standard.
- Distinctive: line 48
Run the source-ingestion guardrail whenever a book or other copyrighted source informs the work, and apply anti-AI slop before release.
- Distinctive: line 50
Read and search are required.
- Very specific: line 52
If the canonical standard is unavailable, apply the portable minimum, return the narrowest qualified result, and mark each canonical-only …
- Very specific: line 64
When financial-proposal overlaps work-plan, keep pricing and fee assumptions in financial-proposal and route staffing days to work-plan.
“Common” is measured: kept by at least 6 in 10 of the 7 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
Skill Writing
Acknowledgement: Shared by Peter Bamuhigire, techguypeter.com, +256 784 464178.
Pointer stub. The canonical standard is chwezi-dev-engine/skills/sdlc-meta/skill-writing (canonical on GitHub; resolve the local checkout through the engine-routing table). Load it first; this file keeps a portable minimum and this engine's delta.
<!-- dual-compat-start -->Use When
- Creating or upgrading an active proposal skill, its trigger description or its directly linked resources.
Do Not Use When
- Use
skill-safety-auditfor a read-only inspection of unsafe instructions or bundled resources.
Required Inputs
| Artefact | Source/provider | Required? | If absent |
| Reusable problem, trigger prompts and neighbour descriptions | Requester and live catalogue | Yes | Stop; search the catalogue before drafting. |
| Canonical skill-writing standard | chwezi-dev-engine checkout or GitHub | Yes | Apply the portable minimum and mark canonical-only checks NOT ASSESSED. |
Workflow
- Read the canonical standard, then this engine's delta; inspect the closest neighbours.
- Write the input, output, evidence, capability, degraded-mode and decision contracts before the procedure.
- Run
python -X utf8 scripts/validate_skills.py,python -X utf8 scripts/routing_smoke_test.py,python -X utf8 scripts/source_ingestion_guardrail.pyandgit diff --check, thenpython -X utf8 skills/meta/skill-writing/scripts/quick_validate.py <skill-dir>. - Stop on any finding or routing collision; recover by fixing the named contract and rerun, never by weakening the gate.
Outputs
| Artefact | Consumer | Acceptance condition |
| Skill directory and routing fixtures | Maintainer and router | Validators pass and the expected skill ranks in the top three. |
Evidence Produced
| Evidence | Artefact and format | Consumer | Acceptance condition |
| Validation and routing record | Command output | Release owner | Zero findings; unrun checks marked NOT ASSESSED. |
<!-- dual-compat-end -->Quality Standards
- Portable minimum, applied even when the canonical is unreachable: frontmatter uses only approved keys and
namematches the folder. - The description starts
Use when, stays within 350 characters and names a neighbour, with no workflow steps. SKILL.mdstays within 500 lines; deep detail sits in references one level deep, linked directly.- Every new or changed skill gets positive, negative and collision routing fixtures.
- Bundled scripts run through their interpreter, for example
python -X utf8 scripts/<name>.py. - No book extractions or copied third-party text; paraphrase and attribute.
- British English, the imperative mood, and
NOT ASSESSEDfor any check not run.
Engine-Local Delta
- Follow the proposal authoring standard; frontmatter holds only
name,descriptionandmetadata, and the acknowledgement sits under the title. - Run the source-ingestion guardrail whenever a book or other copyrighted source informs the work, and apply anti-AI slop before release.
Capability Contract
Read and search are required. Editing files and running validators need explicit permission for the authoring task; publishing, deletion and release changes need separate authorisation.
Degraded Mode
If the canonical standard is unavailable, apply the portable minimum, return the narrowest qualified result, and mark each canonical-only check NOT ASSESSED; never report it as passed.
Decision Rules
| Condition | Action | Failure or risk avoided |
| An existing skill owns the trigger and output | Normalise it in place; put branch-only detail in a linked reference | Duplicate routes and oversized entrypoints |
Anti-Patterns
- Copying the canonical body into this engine. Fix: link the canonical and keep only the delta here.
- Writing only positive triggers. Fix: name the neighbour and add a collision fixture.
- Treating an unrun validator as a pass. Fix: record
NOT ASSESSEDwith the reason. - Granting edit rights to a review procedure. Fix: default review and audit to read-only.
- Weakening a baseline to clear a finding. Fix: repair the named contract instead.
Worked Example
When financial-proposal overlaps work-plan, keep pricing and fee assumptions in financial-proposal and route staffing days to work-plan; a fixture asking for a price schedule must rank the financial skill in the top three.
References
- Canonical skill-writing standard
- Proposal authoring standard
- Skill safety audit
- Anti-AI slop
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

